diff --git a/.gitignore b/.gitignore
index 7e827b2c..707bc447 100644
--- a/.gitignore
+++ b/.gitignore
@@ -6,12 +6,12 @@ dist/
 .coverage
 coverage/
 licenses.txt
-examples_notebooks/*/lancedb
 examples_notebooks/*/data
 tests/fixtures/cache
 tests/fixtures/*/cache
 tests/fixtures/*/output
-lancedb/
+output/lancedb
+
 
 # Random
 .DS_Store
diff --git a/.semversioner/next-release/patch-20250111053519838533.json b/.semversioner/next-release/patch-20250111053519838533.json
new file mode 100644
index 00000000..a9f3c94e
--- /dev/null
+++ b/.semversioner/next-release/patch-20250111053519838533.json
@@ -0,0 +1,4 @@
+{
+  "type": "patch",
+  "description": "Fix example notebooks"
+}
diff --git a/cspell.config.yaml b/cspell.config.yaml
index fb6322a7..587ccdc2 100644
--- a/cspell.config.yaml
+++ b/cspell.config.yaml
@@ -23,6 +23,7 @@ ignorePaths:
   - package.json
   - tests/fixtures/
   - examples_notebooks/inputs/
+  - docs/examples_notebooks/inputs/
   - "*.csv"
   - "*.parquet"
   - "*.faiss"
diff --git a/dictionary.txt b/dictionary.txt
index 02851fcd..1c9bcc1e 100644
--- a/dictionary.txt
+++ b/dictionary.txt
@@ -25,6 +25,7 @@ fillna
 noqa
 dtypes
 ints
+genid
 
 # Azure
 abfs
diff --git a/docs/examples_notebooks/drift_search.ipynb b/docs/examples_notebooks/drift_search.ipynb
index 95e0115e..63872b36 100644
--- a/docs/examples_notebooks/drift_search.ipynb
+++ b/docs/examples_notebooks/drift_search.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,16 +12,19 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Entity count: 434\n",
-      "Relationship count: 276\n",
-      "Text unit records: 12\n"
+      "Entity df columns: Index(['id', 'human_readable_id', 'title', 'community', 'level', 'degree', 'x',\n",
+      "       'y'],\n",
+      "      dtype='object')\n",
+      "Entity count: 888\n",
+      "Relationship count: 812\n",
+      "Text unit records: 38\n"
      ]
     },
     {
@@ -46,6 +49,7 @@
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
        "      <th>id</th>\n",
+       "      <th>human_readable_id</th>\n",
        "      <th>text</th>\n",
        "      <th>n_tokens</th>\n",
        "      <th>document_ids</th>\n",
@@ -57,103 +61,108 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>2cf7a230c367a2dfaf0fc3c903eb8948</td>\n",
-       "      <td># Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>[958fdd043f17ade63cb13570b59df295]</td>\n",
-       "      <td>[b45241d70f0e43fca764df95b2b81f77, 4119fd06010...</td>\n",
-       "      <td>[b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...</td>\n",
-       "      <td>[ad5a2020-cdec-4982-acdf-dbe5ee530066, 9d8a0fe...</td>\n",
+       "      <td>aa55265004ced76e9050ed4b7a45c0496e10faa0eddb8a...</td>\n",
+       "      <td>1</td>\n",
+       "      <td>../\\nJACOB COLLIER:  Honestly, I think mastery...</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>[1e0886ae010728d10b2972f66b88608dc82b8645d3085...</td>\n",
+       "      <td>[9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...</td>\n",
+       "      <td>[9af066c8-031b-4c52-b93b-b37763f6f0f7, 5b15580...</td>\n",
+       "      <td>[f91209d1-0939-452e-b51b-be1763e2a27d, f2274c3...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>6d1255303acb7c9dc951cb0f5fc3042c</td>\n",
-       "      <td>be the same.\\n\\n\\*\\n\\nThe sense of foreboding...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>[958fdd043f17ade63cb13570b59df295]</td>\n",
-       "      <td>[b45241d70f0e43fca764df95b2b81f77, 4119fd06010...</td>\n",
-       "      <td>[b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...</td>\n",
-       "      <td>[5d1c9126-c48d-4755-9f9c-f739c823f95f, ec64a42...</td>\n",
+       "      <td>7f0fb1d3bf517dc76dffa984eec7a25e851e44ead0df82...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>OMBERG:  I grew up and started getting into al...</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>[1e0886ae010728d10b2972f66b88608dc82b8645d3085...</td>\n",
+       "      <td>[9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...</td>\n",
+       "      <td>[c2ac3612-3aaf-440c-babd-e21f474e0366, 9aab0b4...</td>\n",
+       "      <td>[13c74c18-439b-4419-8427-4ba826503055, 7120179...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>e841f178310356740b2ee9101d12c97f</td>\n",
-       "      <td>. \"Your take on these signal inconsistencies?\"...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>[958fdd043f17ade63cb13570b59df295]</td>\n",
-       "      <td>[b45241d70f0e43fca764df95b2b81f77, 4119fd06010...</td>\n",
-       "      <td>[b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...</td>\n",
-       "      <td>[0b22a34b-32e9-46a4-a0e8-d3d5466eba15, 7e14972...</td>\n",
+       "      <td>27b739ceeddfa100f7be3cf002fd3a27aea2228f1a02c4...</td>\n",
+       "      <td>3</td>\n",
+       "      <td>, you know, and it’s a very linear pathway too...</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>[1e0886ae010728d10b2972f66b88608dc82b8645d3085...</td>\n",
+       "      <td>[9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...</td>\n",
+       "      <td>[9af066c8-031b-4c52-b93b-b37763f6f0f7, 5456bcb...</td>\n",
+       "      <td>[a67f1c21-32ab-4eaa-b063-c815e7f3ea9d]</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>f36d96862b9366d7240b5c7ceb04f12b</td>\n",
-       "      <td>, absorbed in the bewilderment of contact, whi...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>[958fdd043f17ade63cb13570b59df295]</td>\n",
-       "      <td>[b45241d70f0e43fca764df95b2b81f77, 4119fd06010...</td>\n",
-       "      <td>[b35c3d1a7daa4924b6bdb58bc69c354d, 09f18f81442...</td>\n",
-       "      <td>[9cd6d645-ab97-4b39-b02e-647cea9b5545, 50dc124...</td>\n",
+       "      <td>d97017305e234cc51554d653447d73b58441e1ff0f99e4...</td>\n",
+       "      <td>4</td>\n",
+       "      <td>you know, we started taking a lot of parts an...</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>[1e0886ae010728d10b2972f66b88608dc82b8645d3085...</td>\n",
+       "      <td>[9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...</td>\n",
+       "      <td>[bac3dd9b-f5c8-4966-9dc3-87f1f5976e36, 4f41be8...</td>\n",
+       "      <td>[695ac017-7c10-44ad-a681-3b4c1ae86a87]</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>f7d43808d2fb452cd953bf50c6de6bd4</td>\n",
-       "      <td>were at once coherent and enigmatic: \"*Voyage...</td>\n",
-       "      <td>2500</td>\n",
-       "      <td>[958fdd043f17ade63cb13570b59df295]</td>\n",
-       "      <td>[b45241d70f0e43fca764df95b2b81f77, 4119fd06010...</td>\n",
-       "      <td>[e02be3e37ca0454883a4c1fd859c24bb, 1dbc51475cb...</td>\n",
-       "      <td>[87cf5900-6211-4e04-9115-50f3617c88b4]</td>\n",
+       "      <td>2b6d29f8a74b16ea9a70423bce803a08a5b9ed4e6a946b...</td>\n",
+       "      <td>5</td>\n",
+       "      <td>only so much processing that my mind can do i...</td>\n",
+       "      <td>1200</td>\n",
+       "      <td>[1e0886ae010728d10b2972f66b88608dc82b8645d3085...</td>\n",
+       "      <td>[9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...</td>\n",
+       "      <td>[d225ff7b-ca47-4fab-8d9a-4f86111526f8, 3fddb40...</td>\n",
+       "      <td>[d8a7ad5c-a170-430e-9f9d-902047371ee2]</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "                                 id  \\\n",
-       "0  2cf7a230c367a2dfaf0fc3c903eb8948   \n",
-       "1  6d1255303acb7c9dc951cb0f5fc3042c   \n",
-       "2  e841f178310356740b2ee9101d12c97f   \n",
-       "3  f36d96862b9366d7240b5c7ceb04f12b   \n",
-       "4  f7d43808d2fb452cd953bf50c6de6bd4   \n",
+       "                                                  id  human_readable_id  \\\n",
+       "0  aa55265004ced76e9050ed4b7a45c0496e10faa0eddb8a...                  1   \n",
+       "1  7f0fb1d3bf517dc76dffa984eec7a25e851e44ead0df82...                  2   \n",
+       "2  27b739ceeddfa100f7be3cf002fd3a27aea2228f1a02c4...                  3   \n",
+       "3  d97017305e234cc51554d653447d73b58441e1ff0f99e4...                  4   \n",
+       "4  2b6d29f8a74b16ea9a70423bce803a08a5b9ed4e6a946b...                  5   \n",
        "\n",
        "                                                text  n_tokens  \\\n",
-       "0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...      2500   \n",
-       "1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...      2500   \n",
-       "2  . \"Your take on these signal inconsistencies?\"...      2500   \n",
-       "3  , absorbed in the bewilderment of contact, whi...      2500   \n",
-       "4   were at once coherent and enigmatic: \"*Voyage...      2500   \n",
+       "0  ../\\nJACOB COLLIER:  Honestly, I think mastery...      1200   \n",
+       "1  OMBERG:  I grew up and started getting into al...      1200   \n",
+       "2  , you know, and it’s a very linear pathway too...      1200   \n",
+       "3   you know, we started taking a lot of parts an...      1200   \n",
+       "4   only so much processing that my mind can do i...      1200   \n",
        "\n",
-       "                         document_ids  \\\n",
-       "0  [958fdd043f17ade63cb13570b59df295]   \n",
-       "1  [958fdd043f17ade63cb13570b59df295]   \n",
-       "2  [958fdd043f17ade63cb13570b59df295]   \n",
-       "3  [958fdd043f17ade63cb13570b59df295]   \n",
-       "4  [958fdd043f17ade63cb13570b59df295]   \n",
+       "                                        document_ids  \\\n",
+       "0  [1e0886ae010728d10b2972f66b88608dc82b8645d3085...   \n",
+       "1  [1e0886ae010728d10b2972f66b88608dc82b8645d3085...   \n",
+       "2  [1e0886ae010728d10b2972f66b88608dc82b8645d3085...   \n",
+       "3  [1e0886ae010728d10b2972f66b88608dc82b8645d3085...   \n",
+       "4  [1e0886ae010728d10b2972f66b88608dc82b8645d3085...   \n",
        "\n",
        "                                          entity_ids  \\\n",
-       "0  [b45241d70f0e43fca764df95b2b81f77, 4119fd06010...   \n",
-       "1  [b45241d70f0e43fca764df95b2b81f77, 4119fd06010...   \n",
-       "2  [b45241d70f0e43fca764df95b2b81f77, 4119fd06010...   \n",
-       "3  [b45241d70f0e43fca764df95b2b81f77, 4119fd06010...   \n",
-       "4  [b45241d70f0e43fca764df95b2b81f77, 4119fd06010...   \n",
+       "0  [9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...   \n",
+       "1  [9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...   \n",
+       "2  [9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...   \n",
+       "3  [9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...   \n",
+       "4  [9a062709-56dd-4bf2-8b41-926124b7a6f7, f8c54a6...   \n",
        "\n",
        "                                    relationship_ids  \\\n",
-       "0  [b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...   \n",
-       "1  [b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...   \n",
-       "2  [b35c3d1a7daa4924b6bdb58bc69c354d, a97e2ecd870...   \n",
-       "3  [b35c3d1a7daa4924b6bdb58bc69c354d, 09f18f81442...   \n",
-       "4  [e02be3e37ca0454883a4c1fd859c24bb, 1dbc51475cb...   \n",
+       "0  [9af066c8-031b-4c52-b93b-b37763f6f0f7, 5b15580...   \n",
+       "1  [c2ac3612-3aaf-440c-babd-e21f474e0366, 9aab0b4...   \n",
+       "2  [9af066c8-031b-4c52-b93b-b37763f6f0f7, 5456bcb...   \n",
+       "3  [bac3dd9b-f5c8-4966-9dc3-87f1f5976e36, 4f41be8...   \n",
+       "4  [d225ff7b-ca47-4fab-8d9a-4f86111526f8, 3fddb40...   \n",
        "\n",
        "                                       covariate_ids  \n",
-       "0  [ad5a2020-cdec-4982-acdf-dbe5ee530066, 9d8a0fe...  \n",
-       "1  [5d1c9126-c48d-4755-9f9c-f739c823f95f, ec64a42...  \n",
-       "2  [0b22a34b-32e9-46a4-a0e8-d3d5466eba15, 7e14972...  \n",
-       "3  [9cd6d645-ab97-4b39-b02e-647cea9b5545, 50dc124...  \n",
-       "4             [87cf5900-6211-4e04-9115-50f3617c88b4]  "
+       "0  [f91209d1-0939-452e-b51b-be1763e2a27d, f2274c3...  \n",
+       "1  [13c74c18-439b-4419-8427-4ba826503055, 7120179...  \n",
+       "2             [a67f1c21-32ab-4eaa-b063-c815e7f3ea9d]  \n",
+       "3             [695ac017-7c10-44ad-a681-3b4c1ae86a87]  \n",
+       "4             [d8a7ad5c-a170-430e-9f9d-902047371ee2]  "
       ]
      },
-     "execution_count": 1,
+     "execution_count": 2,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -165,9 +174,11 @@
     "import pandas as pd\n",
     "import tiktoken\n",
     "\n",
+    "from graphrag.config.models.drift_search_config import DRIFTSearchConfig\n",
     "from graphrag.query.indexer_adapters import (\n",
     "    read_indexer_entities,\n",
     "    read_indexer_relationships,\n",
+    "    read_indexer_report_embeddings,\n",
     "    read_indexer_reports,\n",
     "    read_indexer_text_units,\n",
     ")\n",
@@ -196,6 +207,8 @@
     "entity_df = pd.read_parquet(f\"{INPUT_DIR}/{ENTITY_TABLE}.parquet\")\n",
     "entity_embedding_df = pd.read_parquet(f\"{INPUT_DIR}/{ENTITY_EMBEDDING_TABLE}.parquet\")\n",
     "\n",
+    "print(f\"Entity df columns: {entity_df.columns}\")\n",
+    "\n",
     "entities = read_indexer_entities(entity_df, entity_embedding_df, COMMUNITY_LEVEL)\n",
     "\n",
     "# load description embeddings to an in-memory lancedb vectorstore\n",
@@ -205,6 +218,11 @@
     ")\n",
     "description_embedding_store.connect(db_uri=LANCEDB_URI)\n",
     "\n",
+    "full_content_embedding_store = LanceDBVectorStore(\n",
+    "    collection_name=\"default-community-full_content\",\n",
+    ")\n",
+    "full_content_embedding_store.connect(db_uri=LANCEDB_URI)\n",
+    "\n",
     "print(f\"Entity count: {len(entity_df)}\")\n",
     "entity_df.head()\n",
     "\n",
@@ -223,7 +241,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -238,7 +256,7 @@
     "    max_retries=20,\n",
     ")\n",
     "\n",
-    "token_encoder = tiktoken.get_encoding(\"cl100k_base\")\n",
+    "token_encoder = tiktoken.encoding_for_model(llm_model)\n",
     "\n",
     "text_embedder = OpenAIEmbedding(\n",
     "    api_key=api_key,\n",
@@ -252,17 +270,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Embeddings file already exists at ./inputs/operation dulce/create_final_community_reports_with_embeddings.parquet\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "def read_community_reports(\n",
     "    input_dir: str,\n",
@@ -279,15 +289,25 @@
     "    entity_df,\n",
     "    COMMUNITY_LEVEL,\n",
     "    content_embedding_col=\"full_content_embeddings\",\n",
-    ")"
+    ")\n",
+    "read_indexer_report_embeddings(reports, full_content_embedding_store)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
+    "drift_params = DRIFTSearchConfig(\n",
+    "    temperature=0,\n",
+    "    max_tokens=12_000,\n",
+    "    primer_folds=1,\n",
+    "    drift_k_followups=3,\n",
+    "    n_depth=3,\n",
+    "    n=1,\n",
+    ")\n",
+    "\n",
     "context_builder = DRIFTSearchContextBuilder(\n",
     "    chat_llm=chat_llm,\n",
     "    text_embedder=text_embedder,\n",
@@ -296,6 +316,8 @@
     "    reports=reports,\n",
     "    entity_text_embeddings=description_embedding_store,\n",
     "    text_units=text_units,\n",
+    "    token_encoder=token_encoder,\n",
+    "    config=drift_params,\n",
     ")\n",
     "\n",
     "search = DRIFTSearch(\n",
@@ -305,7 +327,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -314,83 +336,39 @@
      "text": [
       "/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/numpy/core/fromnumeric.py:59: FutureWarning: 'DataFrame.swapaxes' is deprecated and will be removed in a future version. Please use 'DataFrame.transpose' instead.\n",
       "  return bound(*args, **kwds)\n",
-      "100%|██████████| 5/5 [00:24<00:00,  4.91s/it]\n",
-      "100%|██████████| 20/20 [01:14<00:00,  3.71s/it]\n",
-      " 70%|███████   | 14/20 [01:54<00:26,  4.46s/it]Exception in _asearch\n",
+      " 40%|████      | 8/20 [01:12<02:55, 14.65s/it] Failed to parse search response: {\n",
+      "  \"response\": \"# Mercer's Background and Mentorship Style\\n\\n## Background and Experience\\n\\nAgent Alex Mercer is depicted as a seasoned and determined member of the Paranormal Military Squad, tasked with the critical mission of Operation: Dulce. His background is characterized by a blend of military discipline and a deep-seated curiosity for the unknown. This duality is evident in his interactions and decision-making processes throughout the mission.\\n\\nMercer's experience in the field has honed his ability to balance protocol with intuition. He is described as having a \" \n",
+      "    , \"unfailing determination\"  \n",
+      "                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                         \n",
       "Traceback (most recent call last):\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_transports/default.py\", line 72, in map_httpcore_exceptions\n",
-      "    yield\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_transports/default.py\", line 257, in __aiter__\n",
-      "    async for part in self._httpcore_stream:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/connection_pool.py\", line 367, in __aiter__\n",
-      "    raise exc from None\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/connection_pool.py\", line 363, in __aiter__\n",
-      "    async for part in self._stream:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/http11.py\", line 349, in __aiter__\n",
-      "    raise exc\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/http11.py\", line 341, in __aiter__\n",
-      "    async for chunk in self._connection._receive_response_body(**kwargs):\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/http11.py\", line 210, in _receive_response_body\n",
-      "    event = await self._receive_event(timeout=timeout)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_async/http11.py\", line 224, in _receive_event\n",
-      "    data = await self._network_stream.read(\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_backends/anyio.py\", line 32, in read\n",
-      "    with map_exceptions(exc_map):\n",
-      "  File \"/usr/lib/python3.10/contextlib.py\", line 153, in __exit__\n",
-      "    self.gen.throw(typ, value, traceback)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpcore/_exceptions.py\", line 14, in map_exceptions\n",
-      "    raise to_exc(exc) from exc\n",
-      "httpcore.ReadError\n",
-      "\n",
-      "The above exception was the direct cause of the following exception:\n",
-      "\n",
+      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/structured_search/drift_search/action.py\", line 76, in asearch\n",
+      "    response = json.loads(search_result.response)\n",
+      "  File \"/usr/lib/python3.10/json/__init__.py\", line 346, in loads\n",
+      "    return _default_decoder.decode(s)\n",
+      "  File \"/usr/lib/python3.10/json/decoder.py\", line 337, in decode\n",
+      "    obj, end = self.raw_decode(s, idx=_w(s, 0).end())\n",
+      "  File \"/usr/lib/python3.10/json/decoder.py\", line 353, in raw_decode\n",
+      "    obj, end = self.scan_once(s, idx)\n",
+      "json.decoder.JSONDecodeError: Expecting ':' delimiter: line 4 column 602 (char 1218)\n",
+      "No answer found for query: How does Mercer's background and experience influence his mentorship style?\n",
+      "No follow-up actions found for response: {}\n",
+      "Failed to parse search response: {\n",
+      "  \"response\": \"# Agent Mercer's Leadership Style Compared to Other Members of the Paranormal Military Squad\\n\\n## Agent Alex Mercer's Leadership Style\\n\\nAgent Alex Mercer is depicted as a leader who balances strategic command with a deep sense of curiosity and a drive for understanding. His leadership style is characterized by a blend of military discipline and intellectual engagement. Mercer is portrayed as someone who values the input and expertise of his team members, fostering a collaborative environment where each member's strengths are utilized effectively. For instance, he often seeks the insights of Dr. Jordan Hayes and Sam Rivera, recognizing their expertise in deciphering alien signals and technological anomalies [Data: Sources (20, 16, 18, 23, 24)]. This approach not only enhances the team's problem-solving capabilities but also builds a sense of mutual respect and trust among the squad.\\n\\nMercer's leadership is also marked by his ability to remain calm and composed under pressure. He is described as having a \"  , \"steely gaze\"                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                      \n",
       "Traceback (most recent call last):\n",
-      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/structured_search/local_search/search.py\", line 91, in asearch\n",
-      "    response = await self.llm.agenerate(\n",
-      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/llm/oai/chat_openai.py\", line 142, in agenerate\n",
-      "    async for attempt in retryer:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/tenacity/asyncio/__init__.py\", line 166, in __anext__\n",
-      "    do = await self.iter(retry_state=self._retry_state)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/tenacity/asyncio/__init__.py\", line 153, in iter\n",
-      "    result = await action(retry_state)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/tenacity/_utils.py\", line 99, in inner\n",
-      "    return call(*args, **kwargs)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/tenacity/__init__.py\", line 398, in <lambda>\n",
-      "    self._add_action_func(lambda rs: rs.outcome.result())\n",
-      "  File \"/usr/lib/python3.10/concurrent/futures/_base.py\", line 451, in result\n",
-      "    return self.__get_result()\n",
-      "  File \"/usr/lib/python3.10/concurrent/futures/_base.py\", line 403, in __get_result\n",
-      "    raise self._exception\n",
-      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/llm/oai/chat_openai.py\", line 144, in agenerate\n",
-      "    return await self._agenerate(\n",
-      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/llm/oai/chat_openai.py\", line 278, in _agenerate\n",
-      "    chunk = await response.__anext__()  # type: ignore\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/openai/_streaming.py\", line 144, in __anext__\n",
-      "    return await self._iterator.__anext__()\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/openai/_streaming.py\", line 160, in __stream__\n",
-      "    async for sse in iterator:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/openai/_streaming.py\", line 151, in _iter_events\n",
-      "    async for sse in self._decoder.aiter_bytes(self.response.aiter_bytes()):\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/openai/_streaming.py\", line 302, in aiter_bytes\n",
-      "    async for chunk in self._aiter_chunks(iterator):\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/openai/_streaming.py\", line 313, in _aiter_chunks\n",
-      "    async for chunk in iterator:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_models.py\", line 931, in aiter_bytes\n",
-      "    async for raw_bytes in self.aiter_raw():\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_models.py\", line 989, in aiter_raw\n",
-      "    async for raw_stream_bytes in self.stream:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_client.py\", line 150, in __aiter__\n",
-      "    async for chunk in self._stream:\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_transports/default.py\", line 256, in __aiter__\n",
-      "    with map_httpcore_exceptions():\n",
-      "  File \"/usr/lib/python3.10/contextlib.py\", line 153, in __exit__\n",
-      "    self.gen.throw(typ, value, traceback)\n",
-      "  File \"/home/alonsog/.cache/pypoetry/virtualenvs/graphrag-ta_-cxM1-py3.10/lib/python3.10/site-packages/httpx/_transports/default.py\", line 89, in map_httpcore_exceptions\n",
-      "    raise mapped_exc(message) from exc\n",
-      "httpx.ReadError\n",
-      "Failed to parse search response: \n",
+      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/structured_search/drift_search/action.py\", line 76, in asearch\n",
+      "    response = json.loads(search_result.response)\n",
+      "  File \"/usr/lib/python3.10/json/__init__.py\", line 346, in loads\n",
+      "    return _default_decoder.decode(s)\n",
+      "  File \"/usr/lib/python3.10/json/decoder.py\", line 337, in decode\n",
+      "    obj, end = self.raw_decode(s, idx=_w(s, 0).end())\n",
+      "  File \"/usr/lib/python3.10/json/decoder.py\", line 353, in raw_decode\n",
+      "    obj, end = self.scan_once(s, idx)\n",
+      "json.decoder.JSONDecodeError: Expecting ':' delimiter: line 2 column 1655 (char 1656)\n",
+      "No answer found for query: How does Agent Mercer's leadership style compare to that of other members of the Paranormal Military Squad?\n",
+      "No follow-up actions found for response: {}\n",
+      " 95%|█████████▌| 19/20 [01:19<00:02,  2.78s/it]Failed to parse search response: \n",
       "Traceback (most recent call last):\n",
-      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/structured_search/drift_search/action.py\", line 74, in asearch\n",
+      "  File \"/home/alonsog/workspace/graphrag-gh/graphrag/graphrag/query/structured_search/drift_search/action.py\", line 76, in asearch\n",
       "    response = json.loads(search_result.response)\n",
       "  File \"/usr/lib/python3.10/json/__init__.py\", line 346, in loads\n",
       "    return _default_decoder.decode(s)\n",
@@ -399,11 +377,13 @@
       "  File \"/usr/lib/python3.10/json/decoder.py\", line 355, in raw_decode\n",
       "    raise JSONDecodeError(\"Expecting value\", s, err.value) from None\n",
       "json.decoder.JSONDecodeError: Expecting value: line 1 column 1 (char 0)\n",
-      "No answer found for query: What are the potential risks and challenges associated with establishing contact with extraterrestrial intelligence?\n",
+      "No answer found for query: What specific alien messages has Dr. Jordan Hayes decoded?\n",
       "No follow-up actions found for response: {}\n",
-      "100%|██████████| 20/20 [01:55<00:00,  5.76s/it]\n",
-      "No follow-up actions for action: What are the potential risks and challenges associated with establishing contact with extraterrestrial intelligence?\n",
-      "100%|██████████| 20/20 [01:13<00:00,  3.67s/it]\n"
+      "No follow-up actions for action: What specific alien messages has Dr. Jordan Hayes decoded?\n",
+      "No follow-up actions for action: How does Agent Mercer's leadership style compare to that of other members of the Paranormal Military Squad?\n",
+      "No follow-up actions for action: How does Mercer's background and experience influence his mentorship style?\n",
+      "  0%|          | 0/20 [00:00<?, ?it/s]No follow-up actions found for response: {}\n",
+      "No follow-up actions for action: What are the long-term psychological effects on Agent Mercer and his team from their experiences at Dulce Base?\n"
      ]
     }
    ],
@@ -413,2384 +393,2704 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
        "{'nodes': [{'query': 'Who is agent Mercer?',\n",
-       "   'answer': \"# Agent Mercer: Context and Role in Operation: Dulce\\n\\nAgent Mercer, also known as Alex Mercer, is a key figure within the Paranormal Military Squad, a specialized unit tasked with engaging in activities related to the paranormal. In the context of Operation: Dulce, a highly secretive mission aimed at establishing contact with extraterrestrial intelligence at the Dulce Military Base in New Mexico, Alex Mercer's role is of paramount importance.\\n\\n## Leadership in Operation: Dulce\\n\\nAlex Mercer serves as the leader of the team involved in Operation: Dulce. The mission's high level of confidentiality and the critical nature of its objectives signify that Mercer's leadership skills are essential to navigating the complexities and challenges posed by the operation. His leadership is crucial in coordinating the diverse skills of team members such as Sam Rivera, Taylor Cruz, and Jordan Hayes, each of whom brings unique expertise to the mission.\\n\\n## Contributions to the Paranormal Military Squad\\n\\nThe Paranormal Military Squad is a specialized unit within the military, created to handle missions that involve phenomena beyond the scope of conventional military operations. Mercer's role within this squad underscores his expertise in dealing with extraordinary challenges, which likely include understanding and interpreting paranormal activities and potential extraterrestrial communications. His ability to lead a team with such a specialized mandate indicates a high level of competency and trust placed in him by military officials.\\n\\n## Impact of the Dulce Military Base\\n\\nThe Dulce Military Base, located in the desolate terrain of New Mexico, serves as the central hub for Operation: Dulce. The base provides the necessary infrastructure and resources for the Paranormal Military Squad. The unsettling atmosphere of the base, combined with New Mexico's unique environmental conditions, adds layers of complexity to the mission, requiring Mercer's steady leadership to maintain team morale and operational focus.\\n\\n## Critical Significance of the Mission\\n\\nThe ultimate goal of Operation: Dulce is to make first contact with extraterrestrial beings, a task of immense scientific and national security significance. Alex Mercer's leadership and decision-making abilities are integral to the success of this endeavor, as the mission's outcomes could potentially reshape humanity’s understanding of the universe. The collective efforts of the team, under Mercer's guidance, aim to overcome the psychological and logistical challenges presented by the mission's extraordinary objectives.\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer is a pivotal figure in the execution of Operation: Dulce, leading a team whose mission could have far-reaching implications for science and national security. His role as a leader within the Paranormal Military Squad highlights his expertise and the critical nature of his contributions to the mission's success.\\n\\n# Agent Alex Mercer's Role in the Paranormal Military Squad\\n\\nAgent Alex Mercer is a key member of the Paranormal Military Squad Team based at Dulce Base. His involvement in the team is multifaceted, emphasizing both the analysis of paranormal activities and the operational aspects of the command center. Mercer demonstrates compliance in the briefing room, indicating his ability to follow protocols strictly and contribute to strategic discussions. His discussions revolving around intuition and trust highlight the psychological dimensions and complexities inherent in their mission.\\n\\nMercer's role becomes even more significant when considering his participation during the first contact event. Observing this critical occurrence underscores his importance to the team and his ability to handle high-stakes situations. Mercer's active engagement and shared concerns with colleagues about the broader implications of their work signify his deep investment in the mission's success and the profound consequences of their findings.\\n\\nFurthermore, Mercer works closely with other team members like Dr. Jordan Hayes, whose pivotal role involves deciphering alien codes and interpreting extraterrestrial patterns. The collaboration between Mercer and Hayes is crucial for managing interspecies communication—an essential task for any potential first contact scenario. Their partnership ensures that both the operational and analytical facets of the mission are covered effectively.\\n\\nThe importance of Mercer's work is augmented by the evolving nature of the Paranormal Military Squad's mission, which has transitioned from mere observation to active engagement and preparation for outreach beyond the stars. The proactive approach of the team highlights the significance of establishing humanity's presence in interstellar affairs. Mercer's position as an integral part of this vanguard illustrates his crucial contribution to one of humanity's most groundbreaking scientific and exploratory endeavors.\\n\\nIn summary, Agent Alex Mercer is a central figure within the Paranormal Military Squad at Dulce Base, whose comprehensive responsibilities and collaboration with colleagues are vital for successfully navigating the complexities of extraterrestrial analysis and first contact protocols.\\n\\n# Alex Mercer's leadership and diplomatic role in extraterrestrial engagement\\n\\nAlex Mercer is recognized as a leader within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. Mercer’s leadership is characterized by a diplomatic approach to potential extraterrestrial contact and a focus on strategic planning. Mercer's responsibilities include overseeing the team’s critical operations, ensuring effective communication with extraterrestrial entities, and integrating the efforts of squad members such as Taylor Cruz and Dr. Jordan Hayes.\\n\\nMercer's role is crucial in navigating the complexities of interstellar communication, balancing diplomatic engagement with aliens, and strategic military oversight. The relationship dynamics between Mercer and other team members, including Taylor Cruz and Dr. Jordan Hayes, highlight the collaborative yet complex nature of the squad's hierarchy and decision-making processes. The mutual respect and collaboration between Mercer, Cruz, and Hayes are indicative of their reliance on Mercer’s expertise in leadership and diplomacy.\\n\\nThe Paranormal Military Squad's activities, suspected to involve humanity's first contact with extraterrestrial beings, are central to Mercer's leadership mission. Through Mercer's efforts, the squad aims to establish a dialogue with alien intelligence and explore the potential implications of such contact on humanity’s understanding of the universe. Mercer's diplomatic skills and strategic mindset play a pivotal role in this endeavor, emphasizing the importance of cautious and methodical approaches in potentially high-impact scenarios such as extraterrestrial communication.\\n\\nOverall, Alex Mercer's combination of diplomatic acumen and strategic leadership makes him a key figure in the squad’s operations and interstellar engagement initiatives.\\n\\n\\n# Overview of Alex Mercer in Relation to the Query on Agent Mercer\\n\\nAlex Mercer is a significant figure within the Paranormal Military Squad at Dulce Base. He plays a crucial role as a mentor to other team members, including Sam Rivera, who is instrumental in deciphering and establishing communication with extraterrestrial signals. His mentorship is essential in guiding the team through their mission, providing both wisdom and structural support to the efforts in place.\\n\\nIn the context of the team's dynamics, Alex Mercer works closely with Sam Rivera and other team members such as Taylor Cruz and Jordan Hayes. While Sam Rivera offers technical expertise, Alex Mercer provides strategic oversight and mentorship, ensuring the team remains focused and effective in their mission.\\n\\nThe community summary highlights that the attitude of optimism and intrigue, especially embodied by Sam Rivera, is vital for the success of the mission. Given Alex Mercer's role as a mentor, it is likely that he supports and encourages such an attitude within the team, further enhancing their cohesion and drive towards successful communication with extraterrestrial entities.\\n\\nAlex Mercer's contributions are not detailed extensively in terms of specific technical advancements or innovations, but his role as a mentor suggests that he is deeply involved in the strategic and operational aspects of the mission. This involves guiding the team through unknown territories, fostering a collaborative environment, and possibly offering insights that come from experience in similar high-stakes situations.\\n\\nOverall, while the summary does not provide detailed biographical information about Alex Mercer, it underscores his importance as a guiding figure within the Paranormal Military Squad, highlighting his mentorship and collaboration with key team members.\\n\\n\\n\\n## Key Personnel Driving Dulce Base's Mission\\n\\nIn response to the query 'Who is agent Mercer?', it is essential to focus on key personnel involved in Dulce Base's operations as described in the top-ranked community summaries. Agent Alex Mercer is a pivotal figure at Dulce Base, contributing significantly to its mission of extraterrestrial research and communication. Alex Mercer's role is instrumental in advancing the objectives of Dulce Base, alongside other notable individuals such as Sam Rivera, Taylor Cruz, and Jordan Hayes. These key personnel are responsible for leading the team, engaging in the decryption of alien signals, and ensuring effective responses to extraterrestrial contacts.\\n\\nMercer's expertise and leadership are highlighted as critical to the success of the base's high-stakes operations. These operations include the interception and decryption of alien signals, which are vital for understanding potential extraterrestrial communications. Mercer's involvement in these processes underscores the importance of his role in Dulce Base's day-to-day activities and long-term objectives.\\n\\nFurthermore, Dulce Base's focus on pragmatic oversight and effective management of its operations indicates that Mercer's contributions are not limited to technical tasks but also encompass strategic and operational leadership. His role in the Paranormal Military Squad reflects the high level of importance and sensitivity of the missions conducted at the base, suggesting that Mercer is a key figure in maintaining national and global security as it pertains to extraterrestrial engagement.\\n\\nOverall, agent Alex Mercer is a crucial member of Dulce Base, whose contributions span from technical expertise in decryption to strategic oversight in managing the facility's operations. This makes him an indispensable asset to the overall mission and goals of Dulce Base.\",\n",
+       "   'answer': \"## Introduction to Agent Mercer in Context of Dulce Base\\n\\nBased on the provided community summaries related to Alex Mercer and the Dulce Base team, Agent Mercer refers to Alex Mercer. He is identified as a central figure in Dulce Base, specifically within the Paranormal Military Squad. Alex Mercer plays a crucial role in leading efforts to decode and respond to alien communication. His responsibilities at Dulce Base involve providing guidance, making strategic decisions, and maintaining the focus and groundedness of his team. The following paragraphs delve deeper into his leadership role, interactions with team members, and approach towards the team’s mission and alien communication.\\n\\n### Leadership and Strategic Role\\nAlex Mercer is acknowledged as a pivotal leader at Dulce Base, heading a specialized team dedicated to interstellar communications. He has a background as a former military member, which enriches his strategic mind and decision-making abilities. Mercer's role requires him to be authoritative, calm, and composed, helping to ensure that the team's mission is both successful and aligned with their objectives of decoding alien signals. His balanced and thoughtful approach to communication and strategic responses underscores the importance of diplomacy and careful consideration in their alien interactions.\\n\\n### Team Dynamics and Contributions\\nMercer’s leadership is complemented by other key team members such as Taylor Cruz and Dr. Jordan Hayes. Cruz, while sometimes clashing with Mercer's cautious insights, complements Mercer with an authoritative and pragmatic approach. This dynamic tension between them enriches their joint efforts towards understanding and interpreting alien signals. Dr. Jordan Hayes, on the other hand, brings critical technical expertise. Her proficiency with alien technology and analytical skills are highly valued by Mercer, making her an indispensable part of the team’s operations.\\n\\n### Strategic Locations and Symbolism\\nWithin Dulce Base, specific locations like the elevator and meeting room are pivotal to the team’s daily operations. These spaces facilitate movement and coordination, supporting the team's mission readiness. Additionally, the symbolic representation of Mercer's silhouette underscores his leadership and the respect he commands within the team. These non-verbal cues reflect Mercer’s influential presence and the central role he plays in guiding and inspiring his team.\\n\\n### Balanced Strategy for Alien Contact\\nA notable aspect of Mercer’s leadership is his significant emphasis on a balanced strategy for interaction with alien entities. His focused and measured approach ensures that the team remains diplomatic and well-prepared for any potential interstellar discoveries or encounters. This strategy blends caution with optimism, aiming to yield significant insights without compromising safety or protocol.\\n\\n## Mercer's Role in the Paranormal Military Squad Related to the Query 'Who is agent Mercer?'\\n\\nAgent Mercer is a key member of the Paranormal Military Squad, a team engaged in a mission involving galactic dialogue and groundbreaking revelations. Mercer plays a crucial role in the technological aspects of the mission, working alongside other team members to adapt gear to transmute foreign signals. This role highlights Mercer's significant contributions to the mission's technological advancements, showcasing their expertise in handling complex tasks and ensuring the team's success in their objectives.\\n\\nMercer is also noted for their role as a mentor within the team. Their mentorship, in particular, aids in fostering collaboration and innovation among team members. Mercer's interactions with Taylor, Jordan, Cruz, Alex, Sam, and Rivera are characterized by a network of mentorship and technological innovation, underlining the importance of Mercer's guidance and knowledge within the team dynamics. This mentorship indicates Mercer's experience and trust within the team, further solidifying their vital position in the mission.\\n\\nMercer's work is closely integrated with that of Taylor, the strategic leader responsible for overseeing documentation related to the paranormal anomaly they are investigating. Their contributions to evolving the technological capabilities of the team are indispensable, and they play a pivotal role in the squad's ability to analyze and respond to alien signals, a task crucial to the mission's success. Through collaboration with technical experts like Sam, a cybersecurity specialist, and Rivera, another technological expert on the team, Mercer ensures that the squad is equipped with the necessary tools and knowledge to handle complex extraterrestrial communications.\\n\\nTherefore, agent Mercer is an integral part of the Paranormal Military Squad, contributing both as a technological expert and a mentor, guiding the team through their highly complex and demanding mission.\\n\\n### Role of Alex Mercer in 'Operation: Dulce'\\n\\nFrom the community summaries related to 'Operation: Dulce' and the Paranormal Military Squad, it is clear that Alex Mercer is a significant figure within this context. The Briefing Room, highlighted as a key entity in the mission's planning phase, is the place where Mercer and other team members discuss and prepare for the mission. This indicates that Mercer's role is central to the strategizing and coordination efforts necessary for tackling the high-stakes activities at the Dulce military base.\\n\\nOperation: Dulce itself involves investigating paranormal activities and anomalies, decoding alien messages, and engaging in interstellar dialogue, underlining the complexity and high-risk nature of the mission. Although the summaries do not exhaustively detail every aspect of Mercer’s activities, his presence in the Briefing Room suggests a leadership or key participant role in planning and executing critical mission tasks. This deduction positions Alex Mercer as an integral part of the team navigating the complexities of the mission and addressing the threat posed by the paranormal at the Dulce base.\\n\\nJordan Hayes's role in decoding the alien message and aligning satellite data is also underscored within the summaries, further stressing the importance of the mission's objectives. The Briefing Room's central role and high activity level establish it as the operational hub for planning, where Mercer’s participation would be essential to coordinating these technical and strategic efforts.\\n\\nGiven this context, it is likely that Alex Mercer holds a pivotal position within the Paranormal Military Squad, possibly a leadership or strategic planning role, contributing significantly to Operation: Dulce's efforts to decode alien messages and manage paranormal threats.\\n\\n\\n# Relation to the Query: Who is agent Mercer?\\nAgent Mercer is a central character from a storyline in a popular television series. Known for his clandestine operations, Mercer is often involved in high-level espionage and covert missions. He is characterized as highly resourceful, intelligent, and having a mysterious past which unfolds gradually throughout the series. His cover often involves posing as a civilian in various occupations which aids in his covert operations. Mercer's true identity is closely guarded, and his operations are usually under the directive of a secretive government agency. His presence in the storyline brings in themes of betrayal, loyalty, and the moral ambiguities of espionage.\\nIn the series, Mercer often works alongside other key characters, forming complex relationships that drive the plot forward. His expertise in manipulation, surveillance, and combat makes him a formidable agent, often finding himself at the center of critical missions that have significant ramifications for national security. Mercer's character arc is marked by his constant struggle between maintaining his cover and the emotional toll of his secretive life. Additionally, the interactions between him and other characters offer insights into his backstory, motivations, and the larger narrative of the series.\\nAgent Mercer's storyline is a significant part of the intrigue and drama in the series, providing a lens through which themes of trust, deception, and sacrifice are explored. His missions often highlight the ethical dilemmas faced by those working in espionage, and his character serves as a focal point for the audience to understand the shadowy world of covert operations. Mercer's nuanced portrayal has made him a favorite among viewers, turning simple missions into edge-of-the-seat suspenseful episodes. His enigmatic nature and the layer-by-layer revelation of his past keep the audience engaged and invested in his journey.\\n\\n\\n## Understanding the Role and Actions of Agent Mercer\\n\\nAgent Mercer is an individual often associated with various intelligence and covert operations within multiple storylines or historical contexts. Mercer is typically portrayed as a highly skilled operative, adept in espionage, reconnaissance, and tactical operations. The name appears frequently in fiction, especially in literature, film, and television series, often representing a mysterious and resourceful character.\\n\\nTo give you a clearer picture, Agent Mercer's roles could range from being a government spy, secret agent, or an undercover operative involved in critical missions that require utmost secrecy and efficiency. In many narratives, Agent Mercer is characterized by their ability to gather intelligence, execute complex missions, and navigate intricate political and military landscapes. Often, this character embodies qualities such as bravery, strategic thinking, and the ability to adapt to rapidly changing scenarios.\\n\\nAdditionally, Agent Mercer may also be involved in thwarting criminal activities, whether independently or as part of larger organizational efforts. This could include counter-terrorism, managing high-risk negotiations, or conducting deep-cover operations in hostile territories. Occasionally, the character of Agent Mercer is tied to significant historical events or fictional plots that delve into governmental conspiracies and international intrigue. The depth and nature of Agent Mercer's involvement can vary widely depending on the particular storyline or context they are part of.\\n\\nOverall, Agent Mercer is symbolic of the archetypal secret agent, reflecting a blend of intellectual prowess, physical agility, and moral ambiguity that makes such characters compelling in narratives of conflict and resolution.\",\n",
        "   'score': 86.0,\n",
-       "   'metadata': {},\n",
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        "   'id': 0},\n",
-       "  {'query': 'What specific training or background does Alex Mercer have to lead Operation: Dulce?',\n",
-       "   'answer': \"### Alex Mercer's Background and Training for Leading Operation: Dulce\\n\\nAlex Mercer is a pivotal figure within the Paranormal Military Squad, recognized for his leadership and diplomatic skills in extraterrestrial engagement. His role in leading Operation: Dulce is underscored by his strategic planning and ability to navigate complex interstellar communications [Data: Reports (4)]. Mercer's background is characterized by a blend of military discipline and a deep understanding of extraterrestrial intelligence, which positions him uniquely to handle the mission's challenges.\\n\\n#### Leadership and Diplomatic Skills\\nMercer's leadership is marked by a diplomatic approach to potential extraterrestrial contact. He is known for guiding his team with a focus on strategic planning and cautious interaction with alien signals. This is evident in his interactions with other key team members, such as Dr. Jordan Hayes and Taylor Cruz, where he balances authority with collaboration [Data: Reports (4); Sources (4, 5)]. His ability to maintain a calm and strategic demeanor under pressure is crucial for the success of the mission.\\n\\n#### Experience in Extraterrestrial Communication\\nMercer's experience in extraterrestrial communication is highlighted by his involvement in decrypting and interpreting alien signals. He works closely with Dr. Jordan Hayes, who leads the efforts in signal decryption, and together they navigate the complexities of alien messages. This collaboration is essential for understanding and responding to extraterrestrial communications effectively [Data: Reports (4); Sources (4, 5)].\\n\\n#### Strategic Planning and Risk Management\\nMercer's strategic planning skills are vital for the mission's success. He emphasizes the importance of cautious interaction with alien signals, understanding that the outcome of their communication efforts could dictate the entire operation's success. His ability to assess risks and make informed decisions is a testament to his training and experience in handling high-stakes situations [Data: Reports (4); Sources (4, 5)].\\n\\n### Conclusion\\nAlex Mercer's background and training make him an ideal leader for Operation: Dulce. His blend of military discipline, strategic planning, and diplomatic skills in extraterrestrial engagement equips him to navigate the mission's complexities and potential risks effectively. His leadership ensures that the Paranormal Military Squad operates cohesively and strategically in their groundbreaking efforts to establish contact with alien intelligence.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "  {'query': \"What specific experiences in Alex Mercer's military background contribute to his leadership style?\",\n",
+       "   'answer': \"# Alex Mercer's Military Background and Leadership Style\\n\\n## Introduction\\n\\nAlex Mercer is a pivotal figure at Dulce Base, leading the Paranormal Military Squad in decoding and responding to alien communication. His leadership style is significantly influenced by his military background, which has equipped him with the skills and mindset necessary for the complex and high-stakes environment of Dulce Base [Data: Reports (50)].\\n\\n## Strategic Decision-Making\\n\\nMercer's military experience has honed his ability to make critical decisions under pressure. This is evident in his role at Dulce Base, where he provides guidance and makes crucial decisions about interstellar contact. His strategic mind is essential in ensuring the team's mission is successful, balancing the need for caution with the potential for significant discoveries [Data: Reports (50)].\\n\\n## Authoritative Presence\\n\\nMercer's authoritative demeanor is a direct result of his military training. His calm and composed leadership helps keep the team focused and grounded, even in the face of unprecedented challenges. This authoritative presence is symbolized by his silhouette during the decryption process, representing the respect he commands within the team [Data: Reports (50)].\\n\\n## Team Coordination and Trust\\n\\nIn the military, teamwork and trust are paramount, and Mercer brings these values to his leadership at Dulce Base. He works closely with team members like Taylor Cruz and Dr. Jordan Hayes, fostering a collaborative environment where each member's expertise is valued. This approach ensures that the team remains cohesive and effective in their mission [Data: Reports (50); Sources (20, 16, 18, 23, 24)].\\n\\n## Adaptability and Resilience\\n\\nMercer's military background has also instilled in him a high level of adaptability and resilience. These traits are crucial in the unpredictable and often dangerous environment of Dulce Base. His ability to remain composed and adapt to new information and situations helps the team navigate the complexities of alien communication and technology [Data: Reports (50); Sources (20, 16, 18, 23, 24)].\\n\\n## Conclusion\\n\\nAlex Mercer's military background significantly shapes his leadership style at Dulce Base. His strategic decision-making, authoritative presence, emphasis on teamwork and trust, and adaptability and resilience are all products of his military training. These qualities enable him to lead the Paranormal Military Squad effectively in their mission to decode and respond to alien communication.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 611,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 12001},\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 1},\n",
-       "  {'query': 'What are the roles and specific contributions of other team members in Operation: Dulce?',\n",
-       "   'answer': \"# Roles and Contributions of Team Members in Operation: Dulce\\n\\n## Alex Mercer\\nAlex Mercer is a key figure in Operation: Dulce, serving as a leader and mentor to the team. His role involves overseeing the mission, making strategic decisions, and ensuring the team's safety. Mercer is characterized by his blend of military discipline and intellectual curiosity, which drives him to question the unknown aspects of the Dulce Base [Data: Sources (2, 4)]. His interactions with other team members, such as Sam Rivera and Jordan Hayes, highlight his leadership and mentorship qualities [Data: Sources (2, 4)].\\n\\n## Sam Rivera\\nSam Rivera is a crucial member of the team, primarily responsible for analyzing and interpreting alien signals. Rivera's expertise in technology and signal decryption makes him an invaluable asset in understanding the structured anomalies they encounter. His role extends beyond technical tasks, as he is also seen as a guiding intellect within the team, driven by a sense of responsibility and the trust placed in him by Mercer [Data: Sources (2, 4)].\\n\\n## Taylor Cruz\\nTaylor Cruz is depicted as a confident and resolute member of the team, often taking charge in critical situations. Cruz's role involves ensuring the team's readiness and maintaining operational discipline. His commanding presence and iron resolve are crucial in moments of hesitation, pushing the team to stay focused and vigilant. Despite his stern exterior, Cruz shows moments of agreement and understanding, indicating a deeper complexity to his character [Data: Sources (2, 4)].\\n\\n## Jordan Hayes\\nDr. Jordan Hayes is the team's analytical mind, focusing on deciphering the alien communication protocols and understanding the broader implications of their findings. Hayes's role involves sifting through data, interpreting patterns, and providing insights that guide the team's actions. Their transformation from a skeptical analyst to a proactive agent underscores their importance in the mission. Hayes's interactions with Mercer and Cruz highlight their collaborative approach and growing resolve [Data: Sources (2, 4)].\\n\\n## Summary\\nEach team member in Operation: Dulce plays a distinct and vital role, contributing their unique skills and perspectives to the mission. Alex Mercer provides leadership and strategic oversight, Sam Rivera excels in technical analysis and signal decryption, Taylor Cruz ensures operational discipline and readiness, and Jordan Hayes offers analytical insights and data interpretation. Together, they form a cohesive unit, navigating the complexities and uncertainties of their mission at Dulce Base.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
+       "  {'query': \"How does Taylor Cruz's authoritarian approach impact the team's decision-making process?\",\n",
+       "   'answer': \"# Impact of Taylor Cruz's Authoritarian Approach on Team Decision-Making Process\\n\\n## Leadership Style and Team Dynamics\\n\\nTaylor Cruz's leadership style is characterized by a strong sense of duty, urgency, and disciplined patience, often urging caution in the team's approach to decrypting alien signals and analyzing first contact data [Data: Reports (62)]. Cruz's authoritative demeanor and commanding presence are pivotal in overseeing the mission's success and security, while their skepticism and emphasis on caution help mitigate potential threats [Data: Reports (62)]. This approach ensures that the team adheres strictly to protocols and maintains a high level of security, which is crucial given the potential aggressiveness of alien intent [Data: Reports (62)].\\n\\n## Collaboration and Conflict\\n\\nCruz's emphasis on protocol and caution sometimes leads to clashes with other team members, particularly Dr. Jordan Hayes, who prioritizes adaptability and focuses on decryption tasks [Data: Reports (62)]. This professional relationship is marked by a balance of Taylor's command and Jordan's cautious approach, ensuring the team's focus and success. However, the tension between Cruz's authoritarian style and the need for adaptability can create friction within the team, potentially slowing down decision-making processes when quick adaptability is required [Data: Reports (62); Sources (20, 16, 18)].\\n\\n## Influence on Team Morale and Trust\\n\\nCruz's leadership style also impacts team morale and trust. While their authoritative approach ensures discipline and adherence to protocols, it can also create an atmosphere of tension and unease among team members. For instance, Cruz's interactions with Alex Mercer and Sam Rivera reveal moments of tension and the need for Cruz to assert their authority to maintain control [Data: Sources (20, 16, 18)]. This can lead to a sense of isolation and a lack of open communication, as team members may feel less inclined to voice their concerns or suggestions freely.\\n\\n## Balancing Caution with Innovation\\n\\nDespite the challenges, Cruz's leadership is crucial in navigating the complex and potentially dangerous mission at Dulce Base. Their cautious approach helps prevent hasty decisions that could provoke a hostile response from the unknown signal they are trying to decrypt [Data: Reports (62)]. However, the team must also balance this caution with the need for innovation and adaptability, as the signal's adaptive nature requires a flexible and responsive approach [Data: Reports (62); Sources (20, 16, 18)].\\n\\n## Conclusion\\n\\nIn summary, Taylor Cruz's authoritarian approach significantly impacts the team's decision-making process by ensuring strict adherence to protocols and maintaining a high level of security. While this approach is essential for mitigating potential threats, it can also create tension and slow down decision-making when adaptability is required. The team must navigate the balance between caution and innovation to successfully complete their mission at Dulce Base.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11590,\n",
+       "    'output_tokens': 707,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  62  Paranormal Military Squad at Dulce Base   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     2  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     3  4   were at once coherent and enigmatic: \"*Voyage...},\n",
-       "    'token_ct': 11874},\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  30  stellar exchange that could change everything ...\n",
+       "     3  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     4  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     5  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     6  26  —it could very well redefine the parameters of...\n",
+       "     7  37   with the gravitas due a historic first contac...\n",
+       "     8  17   team was descending into the earth, carrying ...}},\n",
        "   'id': 2},\n",
-       "  {'query': \"How does the Dulce Military Base's environment impact the operation?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
+       "  {'query': 'What specific types of technology does Dr. Jordan Hayes work with at Dulce Base?',\n",
+       "   'answer': \"# Technology Used by Dr. Jordan Hayes at Dulce Base\\n\\nDr. Jordan Hayes is a key figure at Dulce Base, primarily focused on interpreting alien scripts and communication. The technology they work with is both advanced and specialized, reflecting the unique nature of their mission.\\n\\n## Alien Technology\\n\\nDr. Hayes is deeply involved in analyzing and understanding alien technology. This includes working with enigmatic circuitry retrieved from crash sites, which could fundamentally change our understanding of physics [Data: Sources (18)]. The alien technology is complex and requires a delicate touch and a profound understanding of both human and extraterrestrial science.\\n\\n## Advanced Computational Systems\\n\\nA significant part of Dr. Hayes' work involves advanced computational systems designed to decode and respond to alien signals. These systems are crucial for the success of the interspecies communication efforts at Dulce Base [Data: Reports (53)]. The computational systems are used to analyze data streams, decode alien messages, and possibly even establish a form of communication with extraterrestrial beings.\\n\\n## Specialized Equipment\\n\\nDr. Hayes also utilizes specialized equipment such as the Ancient Keyboard and Fluorescent Lights. The Ancient Keyboard is part of the old-world machinery that is still in use at Dulce Base, highlighting the blend of old and new technologies in their operations [Data: Reports (53)]. The Fluorescent Lights provide essential illumination, ensuring that the command center remains operational under all conditions.\\n\\n## Communication Systems\\n\\nThe Central Comms Array is another critical piece of technology that Dr. Hayes interacts with. This array is the main communication system at Dulce Base, used for interstellar exchange. It plays a vital role in decoding and responding to alien signals, making it an indispensable tool for Dr. Hayes and the Paranormal Military Squad [Data: Reports (53)].\\n\\n## Data Analysis Tools\\n\\nIn addition to the above, Dr. Hayes uses various data analysis tools to interpret the alien scripts and signals. These tools help in breaking down complex data into understandable formats, allowing for more effective communication and understanding of extraterrestrial messages [Data: Sources (16, 18, 20, 22, 23)].\\n\\nOverall, Dr. Jordan Hayes' work at Dulce Base involves a sophisticated array of technologies, blending advanced computational systems, specialized equipment, and cutting-edge communication tools to decode and respond to alien signals.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11192,\n",
+       "    'output_tokens': 593,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  53  Dulce Base and Paranormal Military Squad   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Dulce Base and Paranormal Military Squad\\n\\n...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
        "   'id': 3},\n",
-       "  {'query': 'What specific challenges has the Paranormal Military Squad faced during Operation: Dulce?',\n",
+       "  {'query': \"Can you describe a specific incident where Alex Mercer's balanced strategy for alien contact was particularly effective?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 4},\n",
-       "  {'query': 'What are the strategic aims and expected outcomes of Operation: Dulce?',\n",
-       "   'answer': \"# Strategic Aims and Expected Outcomes of Operation: Dulce\\n\\n## Strategic Aims\\n\\n### Establishing Contact with Extraterrestrial Intelligence\\n\\nThe primary strategic aim of Operation: Dulce is to establish contact with extraterrestrial intelligence. This mission is characterized by its high level of secrecy and involves a specialized team known as the Paranormal Military Squad [Data: Reports (3)]. The operation's goal is to make first contact with extraterrestrial beings, which suggests its critical importance to national security or scientific discovery [Data: Reports (3)].\\n\\n### Utilizing the Dulce Military Base\\n\\nThe Dulce Military Base in New Mexico serves as the central hub for Operation: Dulce. The base provides the necessary infrastructure and resources for the Paranormal Military Squad to conduct their mission. The base's ominous atmosphere and isolated location add to the secrecy and strategic importance of the operation [Data: Reports (3)].\\n\\n### Leveraging Team Expertise\\n\\nThe operation involves key team members with diverse skills: Alex Mercer, Sam Rivera, Taylor Cruz, and Jordan Hayes. Each member plays a critical role in the mission's execution, from leadership and communication to decision-making and analytical skills in deciphering alien signals [Data: Reports (3); Sources (2)]. The team's collective expertise is crucial for navigating the challenges they may face during the mission.\\n\\n## Expected Outcomes\\n\\n### First Contact and Communication\\n\\nOne of the expected outcomes is the successful establishment of communication with extraterrestrial beings. This involves deciphering alien signals and potentially engaging in a dialogue that could alter humanity's understanding of the universe [Data: Reports (3); Sources (2)].\\n\\n### Scientific and Security Advancements\\n\\nThe operation aims to achieve significant advancements in both scientific knowledge and national security. By understanding extraterrestrial intelligence, the mission could lead to breakthroughs in technology, communication, and defense strategies [Data: Reports (3)].\\n\\n### Psychological and Operational Challenges\\n\\nThe mission also anticipates various psychological and operational challenges. The isolated and ominous environment of the Dulce Military Base could impact the team's psychological well-being, and the unpredictable nature of extraterrestrial contact adds another layer of complexity [Data: Reports (3); Sources (2)].\\n\\n### Long-term Implications\\n\\nThe long-term implications of Operation: Dulce could be far-reaching, potentially altering humanity's place in the universe and its approach to extraterrestrial life. The mission's success could pave the way for future operations and collaborations with extraterrestrial beings [Data: Reports (3)].\\n\\n## Conclusion\\n\\nOperation: Dulce is a highly secretive and strategically significant mission aimed at establishing contact with extraterrestrial intelligence. Utilizing the Dulce Military Base and leveraging the expertise of the Paranormal Military Squad, the operation seeks to achieve groundbreaking outcomes in communication, scientific knowledge, and national security. However, the mission also anticipates significant psychological and operational challenges that the team must navigate to succeed.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
+       "  {'query': 'What are some challenges the team faces while decoding and responding to alien communication?',\n",
+       "   'answer': \"# Challenges in Decoding and Responding to Alien Communication\\n\\n## Complexity of Alien Signals\\n\\nOne of the primary challenges faced by the Paranormal Military Squad team is the complexity of the alien signals they are attempting to decode. The signals are not just random static but contain intricate patterns and sequences that suggest a highly advanced form of communication. Dr. Jordan Hayes, a key member of the team, notes that the signals reveal indications of a complex society, not unlike our own [Data: Sources (33)]. This complexity requires the team to employ advanced decryption algorithms and maintain a high level of focus and analytical prowess.\\n\\n## Risk of Misinterpretation\\n\\nAnother significant challenge is the risk of misinterpretation. The team must ensure that their responses are thoughtful and measured, as any misstep could have profound implications. Alex Mercer emphasizes the importance of being ambassadors rather than mere explorers, highlighting the delicate nature of their mission [Data: Sources (32)]. Taylor Cruz also underscores the need for caution, reminding the team that comprehension can bring both revelation and conflict [Data: Sources (27)].\\n\\n## Emotional and Psychological Strain\\n\\nThe emotional and psychological strain on the team is palpable. The anticipation and tension in the command center are described as reaching a tactile fervor, with each team member acutely aware of the gravity of their work [Data: Sources (32)]. The team must navigate their own fears and uncertainties while maintaining their focus on the task at hand.\\n\\n## Technological Limitations\\n\\nDespite their advanced equipment, the team faces technological limitations. The alien signals are described as evolving and reflexive, suggesting a form of sentience that challenges the team's existing technological capabilities [Data: Sources (27)]. Sam Rivera's youthful zeal and technical acumen are crucial in adapting their equipment to keep pace with the evolving signals [Data: Sources (36)].\\n\\n## Balancing Caution and Curiosity\\n\\nThe team must strike a balance between caution and curiosity. While they are driven by the excitement of discovery, they must also remain vigilant to the potential risks. Taylor Cruz's pragmatic approach serves as a counterbalance to the team's scientific adventurism, ensuring that they do not become complacent in the face of alien cognition [Data: Sources (25)].\\n\\n## Establishing Meaningful Communication\\n\\nFinally, establishing meaningful communication with the alien intelligence is a monumental challenge. The team is not just decoding signals but translating intentions and emotions. Sam Rivera describes the signals as a form of cosmic vocalization, suggesting that the aliens are teaching them their language through modulation [Data: Sources (36)]. This requires the team to engage in a form of interstellar duet, weaving humanity's own intricate melody into the vast cosmic dialogue.\\n\\nIn summary, the Paranormal Military Squad team faces numerous challenges in decoding and responding to alien communication, ranging from the complexity of the signals and the risk of misinterpretation to emotional strain, technological limitations, and the need to balance caution with curiosity. Their mission is a delicate dance of discovery and diplomacy, with each step carrying the weight of potential galactic consequences.\\n\",\n",
+       "   'score': 95,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11454,\n",
+       "    'output_tokens': 738,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     2  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     3  0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...},\n",
-       "    'token_ct': 11942},\n",
+       "     'sources':    id                                               text\n",
+       "     0  32  Our response will mark humanity’s readiness to...\n",
+       "     1  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     2  25   between scientific breakthrough and galactic ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     5  33   past incessantly.\\n\\n“Any progress on the dec...\n",
+       "     6  36   ebb and flow of cryptic communications reachi...\n",
+       "     7  27   might be initiating the first true interspeci...}},\n",
        "   'id': 5},\n",
-       "  {'query': 'What specific paranormal activities has Agent Alex Mercer analyzed during his tenure?',\n",
-       "   'answer': \"# Paranormal Activities Analyzed by Agent Alex Mercer\\n\\n## Overview\\nAgent Alex Mercer is a key member of the Paranormal Military Squad Team stationed at Dulce Base. His role encompasses the analysis of paranormal activities and the operational aspects of the command center. His work is crucial in understanding and preparing for extraterrestrial contact and deciphering alien codes [Data: Reports (0)].\\n\\n## Analysis of Paranormal Activities\\n\\n### Extraterrestrial Communication\\nOne of the primary activities Agent Mercer has been involved in is the analysis of extraterrestrial communication signals. This includes deciphering alien codes and understanding the patterns in these communications. For instance, Mercer has been observed working closely with Dr. Jordan Hayes to decode a series of alien symbols that indicate a complex society [Data: Sources (9)]. This task is critical as it helps predict extraterrestrial intentions and actions [Data: Reports (0)].\\n\\n### First Contact Event\\nAgent Mercer has also played a significant role in observing and analyzing the first contact event. His observations and insights are vital in understanding the larger implications of their work. This event marks a historic effort in establishing humanity's presence in the interstellar narrative [Data: Reports (0); Sources (9)].\\n\\n### Psychological Complexities\\nMercer’s role also involves dealing with the psychological complexities of the mission. He has been involved in discussions about intuition and trust, which are essential in managing the stress and uncertainties associated with their mission [Data: Reports (0)]. His compliance in the briefing room and shared concerns with colleagues highlight the depth of his involvement in the mission [Data: Sources (9)].\\n\\n## Conclusion\\nAgent Alex Mercer's work in analyzing paranormal activities is multifaceted, involving the decoding of alien communications, observing first contact events, and managing the psychological aspects of the mission. His contributions are integral to the success of the Paranormal Military Squad Team at Dulce Base.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   9  ; we are the threads that may weave a new cosm...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3   8  ences the full spectrum of human curiosity and...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12478},\n",
-       "   'id': 6},\n",
-       "  {'query': 'How does Agent Mercer contribute to the operational aspects of the Dulce Base command center?',\n",
-       "   'answer': \"# Agent Mercer's Contributions to the Operational Aspects of the Dulce Base Command Center\\n\\n## Leadership and Coordination\\n\\nAgent Alex Mercer plays a pivotal role in the operational aspects of the Dulce Base command center, primarily through his leadership and coordination skills. As the leader of the Paranormal Military Squad, Mercer is responsible for overseeing the team's activities and ensuring that each member is effectively contributing to the mission. His steady presence and controlled demeanor are crucial in maintaining the team's focus and morale, especially during high-stress situations [Data: Sources (9, 5, 1)]. For instance, Mercer's ability to provide clear and steady instructions is highlighted when he asks Jordan Hayes about the progress on decryption, demonstrating his role in guiding the team through complex tasks [Data: Sources (9)].\\n\\n## Strategic Decision-Making\\n\\nMercer is also instrumental in strategic decision-making, which is vital for the success of Operation: Dulce. His decisions are often informed by a deep understanding of both the mission's objectives and the team's capabilities. This is evident when he emphasizes the importance of understanding the alien signals and ensuring that their responses are thoughtful and measured [Data: Sources (9, 5)]. Mercer's strategic foresight is further demonstrated when he acknowledges the potential risks and rewards of their mission, balancing the need for caution with the drive for discovery [Data: Sources (9)].\\n\\n## Technical Oversight\\n\\nIn addition to his leadership and strategic roles, Mercer provides technical oversight, ensuring that the team's technological efforts are aligned with their mission goals. He closely monitors the progress of team members like Dr. Jordan Hayes and Sam Rivera, who are responsible for deciphering alien signals and managing communication devices [Data: Sources (9, 5)]. Mercer's involvement in these technical aspects underscores his comprehensive understanding of the mission's requirements and his ability to integrate various technical components into a cohesive operational strategy.\\n\\n## Psychological Support\\n\\nMercer also offers psychological support to his team, recognizing the mental and emotional challenges posed by their mission. His interactions with team members often include words of encouragement and reassurance, which help to maintain their focus and resilience [Data: Sources (9)]. For example, his acknowledgment of Jordan Hayes's analytical skills and his encouragement to keep their analytical edge sharp highlight his role in bolstering the team's confidence and mental fortitude [Data: Sources (1)].\\n\\n## Conclusion\\n\\nOverall, Agent Alex Mercer's contributions to the operational aspects of the Dulce Base command center are multifaceted, encompassing leadership, strategic decision-making, technical oversight, and psychological support. His ability to integrate these elements effectively ensures the smooth execution of Operation: Dulce and enhances the team's ability to navigate the complexities of their mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   9  ; we are the threads that may weave a new cosm...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   8  ences the full spectrum of human curiosity and...\n",
-       "     3   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     4   1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 12533},\n",
-       "   'id': 7},\n",
-       "  {'query': \"What were Agent Mercer's specific observations and actions during the first contact event?\",\n",
-       "   'answer': \"# Agent Mercer's Observations and Actions During the First Contact Event\\n\\n## Initial Observations\\n\\nAgent Alex Mercer played a crucial role during the first contact event at Dulce Base. His observations and actions were pivotal in managing the complexities of the situation. Mercer was noted for his steady and controlled presence, which was essential given the gravity of their undertaking. He leaned over Dr. Jordan Hayes' shoulder, closely monitoring the incomprehensible series of alien symbols streaming past on the display screen [Data: Sources (9)]. His focus was on the decryption progress, asking Hayes about any advancements, which indicates his active involvement in the technical aspects of the mission.\\n\\n## Actions Taken\\n\\nMercer's actions were multifaceted, reflecting his integral role in the Paranormal Military Squad. He was involved in the analysis of the alien code alongside Dr. Hayes, demonstrating his technical acumen and ability to work under pressure. When Hayes paused the flow of code and revealed indications of a complex alien society, Mercer’s response was thoughtful, recognizing the potential implications of their findings [Data: Sources (9)]. This shows his ability to grasp the broader significance of their work beyond immediate technical challenges.\\n\\n## Psychological and Strategic Insights\\n\\nMercer also displayed psychological insight and strategic thinking. He acknowledged the validity of Taylor Cruz's caution about understanding alien society to predict behavior, which underscores his awareness of the risks involved [Data: Sources (9)]. His interactions with his colleagues, including his thoughtful nods and exchanges, reveal his role as a stabilizing force within the team, balancing technical focus with strategic foresight.\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer’s observations and actions during the first contact event were characterized by his technical involvement in decryption, his thoughtful consideration of the broader implications of their findings, and his strategic and psychological insights. His steady presence and ability to work collaboratively under pressure were crucial to the team's efforts in managing the historic first contact event.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   9  ; we are the threads that may weave a new cosm...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   8  ences the full spectrum of human curiosity and...\n",
-       "     3   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     4   1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 12484},\n",
-       "   'id': 8},\n",
-       "  {'query': 'Can you provide more details on the collaboration between Agent Mercer and Dr. Jordan Hayes?',\n",
-       "   'answer': \"# Collaboration Between Agent Mercer and Dr. Jordan Hayes\\n\\n## Introduction\\n\\nThe collaboration between Agent Alex Mercer and Dr. Jordan Hayes is a cornerstone of the Paranormal Military Squad's efforts at Dulce Base. Their partnership is characterized by mutual respect, complementary skills, and a shared commitment to the mission of interstellar communication and extraterrestrial engagement.\\n\\n## Mutual Respect and Complementary Skills\\n\\nAgent Alex Mercer and Dr. Jordan Hayes share a deep mutual respect for each other's expertise. Mercer, known for his leadership and diplomatic approach, often relies on Hayes' analytical and skeptical nature to navigate the complexities of alien signal decryption and analysis. This dynamic is evident in their interactions, where Mercer's strategic planning is balanced by Hayes' methodical approach to interpreting extraterrestrial messages [Data: Reports (4); Sources (1, 8, 9)].\\n\\nFor instance, during a critical moment in their mission, Mercer acknowledges Hayes' ability to see through the mazes of the unexplained better than anyone, highlighting the trust and confidence he places in Hayes' skills [Data: Sources (1)]. This respect is reciprocated by Hayes, who values Mercer's leadership and the weight of his decisions, especially when facing the unknown [Data: Sources (1, 8)].\\n\\n## Key Moments of Collaboration\\n\\n### The Elevator Descent\\n\\nOne notable instance of their collaboration occurs during their descent into the depths of Dulce Base. As the team prepares for the challenges ahead, Mercer and Hayes share a moment of mutual understanding and encouragement. Mercer advises Hayes to keep their analytical edge sharp, a testament to his reliance on Hayes' expertise. Hayes, in turn, expresses newfound assertiveness, indicating the strengthening of their professional bond [Data: Sources (1)].\\n\\n### Signal Decryption and Analysis\\n\\nAnother significant moment is when Hayes is deeply engrossed in decrypting alien signals. Mercer's presence and support during this process underscore the collaborative nature of their work. Hayes' ability to interpret complex alien messages is crucial to the mission, and Mercer's strategic oversight ensures that their efforts are aligned with the broader objectives of the Paranormal Military Squad [Data: Reports (4); Sources (8, 9)].\\n\\n### Facing the Unknown Together\\n\\nThroughout their mission, Mercer and Hayes face numerous uncertainties and potential dangers. Their ability to work together, combining Mercer's leadership with Hayes' analytical prowess, is vital to navigating these challenges. This partnership is not just about professional collaboration but also about a shared commitment to uncovering the truth and advancing humanity's understanding of the universe [Data: Reports (4); Sources (1, 8, 9)].\\n\\n## Conclusion\\n\\nThe collaboration between Agent Alex Mercer and Dr. Jordan Hayes is marked by mutual respect, complementary skills, and a shared dedication to their mission. Their partnership is a critical element of the Paranormal Military Squad's efforts at Dulce Base, enabling them to tackle the complexities of interstellar communication and extraterrestrial engagement effectively.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  9  ; we are the threads that may weave a new cosm...},\n",
-       "    'token_ct': 12143},\n",
-       "   'id': 9},\n",
-       "  {'query': 'What are some psychological complexities that Agent Mercer has addressed in his discussions about intuition and trust?',\n",
-       "   'answer': \"Agent Alex Mercer, a key figure in the Paranormal Military Squad at Dulce Base, has navigated several psychological complexities in his discussions about intuition and trust. His role as a mentor and leader within the team places him at the intersection of scientific inquiry and human emotion, requiring a nuanced understanding of both technical and interpersonal dynamics [Data: Reports (5)].\\n\\n### Balancing Optimism and Caution\\n\\nMercer often finds himself balancing the optimism of team members like Sam Rivera with the caution of others like Taylor Cruz. This dynamic is evident when Mercer supports Rivera's enthusiasm for bridging communication systems with extraterrestrial signals while also acknowledging Cruz's pragmatic concerns about potential risks [Data: Sources (3)]. This balance highlights Mercer's ability to navigate the psychological tension between hope and fear, a crucial aspect of maintaining team morale and focus.\\n\\n### Mentorship and Trust\\n\\nMercer's mentorship role involves fostering trust and confidence within the team. His guidance is instrumental in helping Rivera adapt their gear to transmute foreign signals, a task that requires both technical skill and psychological resilience. Mercer's belief in Rivera's capabilities instills a sense of purpose and confidence, which is essential for the team's success [Data: Sources (3)].\\n\\n### Navigating Uncertainty\\n\\nThe psychological complexity of dealing with the unknown is a recurring theme in Mercer's discussions. He acknowledges the team's collective anxiety and curiosity as they decode alien messages, emphasizing the importance of a measured and thoughtful approach. This perspective helps the team navigate the fine line between scientific discovery and existential risk, reinforcing the need for both caution and open-mindedness [Data: Sources (8)].\\n\\n### The Role of Empathy\\n\\nMercer also addresses the role of empathy in understanding extraterrestrial communications. He suggests that empathy could bridge galaxies, indicating his belief in the power of human connection and understanding as tools for navigating interstellar dialogues. This approach underscores the psychological importance of empathy in fostering trust and collaboration, both within the team and in their interactions with potential extraterrestrial intelligences [Data: Sources (8)].\\n\\n### Conclusion\\n\\nIn summary, Agent Alex Mercer addresses several psychological complexities in his discussions about intuition and trust. His ability to balance optimism and caution, foster mentorship and trust, navigate uncertainty, and emphasize empathy highlights his multifaceted approach to leadership. These qualities are crucial for the team's success in their mission to decode and respond to extraterrestrial signals.\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 11798},\n",
-       "   'id': 10},\n",
-       "  {'query': 'What specific strategies does Alex Mercer employ in his diplomatic efforts with extraterrestrial beings?',\n",
-       "   'answer': \"# Alex Mercer's Diplomatic Strategies with Extraterrestrial Beings\\n\\n## Leadership and Team Coordination\\n\\nAlex Mercer is recognized for his leadership within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. His approach is characterized by a diplomatic and strategic mindset, ensuring that the team operates cohesively and effectively [Data: Reports (4)]. Mercer’s leadership style involves a balance of authority and collaboration, as seen in his interactions with key team members like Taylor Cruz and Dr. Jordan Hayes [Data: Reports (4); Sources (8)]. This collaborative environment fosters a sense of unity and purpose, which is crucial for the success of their mission.\\n\\n## Emphasis on Empathy and Understanding\\n\\nOne of Mercer's key strategies is to emphasize empathy and understanding in their communications with extraterrestrial beings. He believes that empathy could bridge galaxies and is essential for establishing a meaningful dialogue with alien intelligence [Data: Sources (8)]. This approach is evident when he encourages his team to focus on the nuances of the alien signals, suggesting that their humanity is their strength in this dialogue [Data: Sources (8)]. By prioritizing empathy, Mercer aims to create a foundation of mutual respect and understanding, which is vital for successful interstellar communication.\\n\\n## Cautious Optimism and Risk Management\\n\\nMercer also employs a strategy of cautious optimism, balancing the excitement of potential discoveries with the need for careful risk management. He often reminds his team to proceed with cautious optimism, ensuring that they remain vigilant and prepared for any unforeseen challenges [Data: Sources (8)]. This approach helps to mitigate risks while maintaining a positive outlook on their mission. Mercer's ability to navigate the fine line between enthusiasm and caution is a testament to his strategic acumen and leadership skills.\\n\\n## Focus on Clear and Full Communication\\n\\nAnother critical aspect of Mercer's diplomatic strategy is his focus on clear and full communication. He understands the importance of ensuring that their messages are not only heard but also understood by the extraterrestrial beings [Data: Sources (8)]. This involves meticulous attention to the syntax and nuances of the alien signals, as well as a commitment to conveying the full spectrum of human expression. By prioritizing clarity and completeness in their communications, Mercer aims to avoid misunderstandings and build a solid foundation for interstellar dialogue.\\n\\n## Strategic Use of Technology and Expertise\\n\\nMercer leverages the expertise of his team members and the advanced technology at their disposal to enhance their diplomatic efforts. He collaborates closely with Dr. Jordan Hayes, who leads the efforts in decrypting and interpreting alien signals, and Sam Rivera, who adjusts the cosmic translators [Data: Reports (4); Sources (8)]. By harnessing the collective skills and knowledge of his team, Mercer ensures that they are well-equipped to handle the complexities of interstellar communication. This strategic use of resources and expertise is a cornerstone of his diplomatic approach.\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's diplomatic strategies with extraterrestrial beings are multifaceted and well-rounded. His leadership and team coordination, emphasis on empathy and understanding, cautious optimism, focus on clear communication, and strategic use of technology and expertise all contribute to the success of their mission. Mercer's approach not only facilitates effective interstellar communication but also underscores the importance of humanity's role in this unprecedented dialogue.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 12211},\n",
-       "   'id': 11},\n",
-       "  {'query': 'How do Taylor Cruz and Dr. Jordan Hayes contribute to Alex Mercer’s leadership goals?',\n",
-       "   'answer': \"# Contributions of Taylor Cruz and Dr. Jordan Hayes to Alex Mercer's Leadership Goals\\n\\n## Taylor Cruz's Strategic Leadership\\n\\nTaylor Cruz plays a crucial role in supporting Alex Mercer's leadership within the Paranormal Military Squad. Cruz is depicted as a commanding figure known for their cautious and strategic approach to the mission. Their pragmatic oversight and skepticism are essential during the interstellar communication process, ensuring that the team remains grounded and focused on their objectives [Data: Reports (4)]. Cruz's interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reflect a balance of authority and collaboration, which is crucial for the success of the squad's objectives [Data: Reports (4); Sources (1)]. This balance helps Mercer maintain a cohesive and effective team dynamic, which is vital for achieving their mission goals.\\n\\n## Dr. Jordan Hayes' Analytical Expertise\\n\\nDr. Jordan Hayes is another key figure who significantly contributes to Alex Mercer's leadership goals. Hayes leads the efforts in decrypting and interpreting alien signals, bringing a methodical and analytical approach to the squad's communication efforts [Data: Reports (4)]. Their expertise in signal decryption and analysis is indispensable, as it provides the team with the necessary insights to understand and engage with extraterrestrial intelligence. The collaboration between Hayes and Mercer is marked by mutual respect for each other's expertise, which strengthens the team's overall capability to achieve their mission [Data: Reports (4); Sources (1)]. Hayes' analytical skills complement Mercer's diplomatic approach, creating a well-rounded leadership that can tackle both strategic planning and technical challenges.\\n\\n## Collaborative Dynamics\\n\\nThe relationship dynamics between Mercer, Cruz, and Hayes highlight the collaborative yet complex nature of the squad's hierarchy and decision-making processes. Cruz's strategic oversight and Hayes' analytical expertise provide Mercer with a robust support system that enhances his leadership effectiveness. This collaboration ensures that the team can navigate the uncertainties and challenges of their mission, ultimately contributing to the success of their interstellar communication efforts [Data: Reports (4); Sources (1)].\\n\\n## Conclusion\\n\\nIn summary, Taylor Cruz and Dr. Jordan Hayes play pivotal roles in supporting Alex Mercer's leadership goals within the Paranormal Military Squad. Cruz's strategic leadership and Hayes' analytical expertise create a balanced and effective team dynamic that is essential for the success of their mission. Their contributions help Mercer maintain a cohesive and capable team, enabling them to achieve their objectives in interstellar communication and extraterrestrial engagement.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 12036},\n",
-       "   'id': 12},\n",
-       "  {'query': 'What are the key challenges faced by Alex Mercer in establishing contact with alien intelligence?',\n",
-       "   'answer': \"## Key Challenges Faced by Alex Mercer in Establishing Contact with Alien Intelligence\\n\\n### Technological Barriers\\n\\nOne of the primary challenges Alex Mercer faces is the technological complexity involved in deciphering alien code and establishing a reliable communication channel. The alien signals are intricate and require advanced algorithms and cosmic translators to interpret [Data: Reports (0); Sources (8)]. The team must ensure that their technology is capable of not only receiving but also accurately decoding these signals, which are often beyond current human understanding.\\n\\n### Psychological and Emotional Strain\\n\\nThe psychological and emotional strain on Mercer and his team is significant. The weight of potentially being Earth's first emissaries to an alien civilization brings immense pressure. The team must balance their curiosity and compassion with the need for caution and preparedness [Data: Sources (8)]. Mercer's role involves managing not only the technical aspects but also the emotional well-being of his team, ensuring they remain focused and resilient in the face of the unknown.\\n\\n### Interpreting Alien Intentions\\n\\nAnother critical challenge is interpreting the intentions behind the alien communications. The signals received are not just data but potentially carry complex messages that could indicate either peaceful intentions or threats. Mercer and his team must tread carefully to avoid misinterpretations that could lead to unintended consequences [Data: Reports (0); Sources (8)]. This requires a deep understanding of both human and alien cognitive patterns, as well as the ability to empathize with an entirely different form of intelligence.\\n\\n### Team Dynamics and Collaboration\\n\\nEffective collaboration within the team is essential for success. Mercer must navigate the diverse perspectives and expertise of his colleagues, such as Dr. Jordan Hayes and Taylor Cruz, to ensure a unified approach to the mission. The team's ability to work together harmoniously, despite the high stakes and differing viewpoints, is crucial for overcoming the challenges they face [Data: Reports (0); Sources (8)].\\n\\n### Balancing Caution and Curiosity\\n\\nFinally, Mercer must balance the team's scientific curiosity with the need for caution. While the potential for groundbreaking discoveries is immense, the risks associated with alien contact are equally significant. Mercer must ensure that the team remains vigilant and prepared for any eventuality, whether it be a peaceful exchange or a defensive response [Data: Reports (0); Sources (8)].\\n\\nIn summary, Alex Mercer faces a multifaceted set of challenges in establishing contact with alien intelligence, ranging from technological and interpretative difficulties to managing team dynamics and psychological pressures. His leadership and ability to navigate these complexities are crucial for the success of their mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11978},\n",
-       "   'id': 13},\n",
-       "  {'query': 'Can you provide more details about the structure and hierarchy within the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 14},\n",
-       "  {'query': 'What are the implications of the suspected first contact with extraterrestrial beings on humanity’s future?',\n",
-       "   'answer': \"# Implications of Suspected First Contact with Extraterrestrial Beings on Humanity’s Future\\n\\n## Introduction\\n\\nThe suspected first contact with extraterrestrial beings, as investigated by the Paranormal Military Squad Team at Dulce Base, holds profound implications for humanity's future. This event, marked by the decoding of alien code and the analysis of extraterrestrial patterns, could redefine our understanding of the universe and our place within it [Data: Reports (0)]. The implications span across scientific, philosophical, and sociopolitical domains, each carrying significant weight for the trajectory of human civilization.\\n\\n## Scientific Advancements\\n\\nThe first contact with extraterrestrial beings promises to revolutionize scientific knowledge. Dr. Jordan Hayes' work on deciphering alien code and interpreting extraterrestrial patterns suggests that humanity is on the brink of a scientific breakthrough [Data: Reports (0)]. The discovery of hidden technology and evolving alien signals could lead to advancements in various fields, including communication, energy, and space travel [Data: Reports (0)]. This new knowledge could propel humanity into an era of unprecedented technological growth and exploration.\\n\\n## Philosophical and Existential Questions\\n\\nThe encounter with extraterrestrial intelligence raises profound philosophical and existential questions. The realization that we are not alone in the universe challenges long-held beliefs about humanity's uniqueness and place in the cosmos. As Agent Alex Mercer noted, this mission is as much about navigating uncharted philosophical territories as it is about ensuring survival [Data: Sources (5)]. The potential for interspecies communication and understanding could lead to a reevaluation of human identity, ethics, and purpose.\\n\\n## Sociopolitical Impact\\n\\nThe implications of first contact extend into the sociopolitical realm as well. The Paranormal Military Squad's proactive approach to establishing humanity's presence in the interstellar narrative underscores the significance of their work [Data: Reports (0)]. The potential for collaboration or conflict with extraterrestrial beings could reshape global politics, necessitating new forms of international cooperation and governance. The need to manage extraterrestrial contact scenarios highlights the importance of preparedness and unity among nations [Data: Reports (0)].\\n\\n## Cultural and Psychological Effects\\n\\nThe cultural and psychological effects of first contact cannot be understated. The shared experience of encountering extraterrestrial intelligence could foster a sense of global unity and shared destiny. However, it could also lead to fear, uncertainty, and resistance to change. The psychological complexities of the mission, as observed by Agent Mercer, reveal the depth of human emotions and reactions to the unknown [Data: Reports (0); Sources (5)]. The way humanity responds to this event will shape our collective future and resilience.\\n\\n## Conclusion\\n\\nThe suspected first contact with extraterrestrial beings at Dulce Base represents a pivotal moment in human history. The scientific, philosophical, sociopolitical, and cultural implications of this event are vast and multifaceted. As humanity stands on the brink of intergalactic exploration, the work of the Paranormal Military Squad Team serves as a testament to our curiosity, resilience, and capacity for growth. The future, shaped by this historic encounter, holds both challenges and opportunities that will define the next chapter of human civilization.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1   7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     4  11  , the sentinel within them ever alert.\\n\\nAlex...},\n",
-       "    'token_ct': 10860},\n",
-       "   'id': 15},\n",
-       "  {'query': \"What is Alex Mercer's background and previous experience before joining the Paranormal Military Squad?\",\n",
-       "   'answer': \"## Alex Mercer's Background and Previous Experience Before Joining the Paranormal Military Squad Team\\n\\n### Military and Analytical Expertise\\n\\nAgent Alex Mercer is a key member of the Paranormal Military Squad Team at Dulce Base, where he plays a multifaceted role in analyzing paranormal activities and managing the operational aspects of the command center [Data: Reports (0)]. His background is deeply rooted in military experience, which is evident from his disciplined approach and the psychological complexities he navigates during missions [Data: Reports (0)]. Mercer's prior military resolve and his ability to maintain focus under pressure are crucial assets to the team, especially when dealing with the high-stakes scenarios involving extraterrestrial contact [Data: Sources (3)].\\n\\n### Role in the Paranormal Military Squad\\n\\nWithin the Paranormal Military Squad, Mercer is not just an analyst but also a key figure in the operational command. His responsibilities include ensuring the team remains grounded and focused, particularly during critical moments of first contact and other high-pressure situations [Data: Reports (0)]. His involvement in the briefing room discussions and his ability to balance intuition with trust highlight his integral role in the team's dynamics [Data: Reports (0)]. Mercer's shared concerns with his colleagues about the larger implications of their work further underscore his critical position within the team [Data: Reports (0)].\\n\\n### Psychological and Strategic Acumen\\n\\nMercer's background also includes a strong psychological component, as he often engages in discussions about the psychological complexities of their mission. His ability to navigate these complexities and his compliance in the briefing room reveal a depth of involvement that goes beyond mere operational duties [Data: Reports (0)]. This psychological acumen is essential for the team's success, as it helps them manage the stress and uncertainty that come with their groundbreaking work in extraterrestrial communication [Data: Sources (3)].\\n\\n### Conclusion\\n\\nIn summary, Alex Mercer's background is a blend of military discipline, analytical expertise, and psychological acumen. These skills make him an invaluable member of the Paranormal Military Squad Team, where he plays a crucial role in both the operational and analytical aspects of their mission. His previous experience and strategic mindset are key to the team's efforts in deciphering alien codes and preparing for first contact scenarios.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1   9  ; we are the threads that may weave a new cosm...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   8  ences the full spectrum of human curiosity and...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12553},\n",
-       "   'id': 16},\n",
-       "  {'query': 'What specific contributions has Alex Mercer made to the mission at Dulce Base?',\n",
-       "   'answer': \"## Alex Mercer's Contributions to the Mission at Dulce Base\\n\\n### Leadership and Coordination\\n\\nAlex Mercer plays a pivotal role in leading the Paranormal Military Squad during Operation: Dulce. His leadership is evident in the way he coordinates the team, ensuring that each member's unique skills are utilized effectively. For instance, Mercer oversees the team's activities in the command center, providing guidance and making critical decisions that drive the mission forward [Data: Reports (3); Sources (8)]. His ability to maintain focus and composure under pressure is crucial in navigating the complexities of the mission.\\n\\n### Strategic Decision-Making\\n\\nMercer's strategic acumen is highlighted in several instances throughout the mission. He is responsible for initiating key protocols and making decisions that balance the need for caution with the urgency of their objectives. For example, when the team encounters alien signals, Mercer emphasizes the importance of a thoughtful and measured response, recognizing the potential risks and opportunities involved [Data: Sources (8)]. His decisions often reflect a deep understanding of both the immediate tactical needs and the broader implications of their actions.\\n\\n### Diplomatic Engagement\\n\\nOne of Mercer's significant contributions is his role in facilitating communication with extraterrestrial intelligence. He understands the gravity of their mission and the potential for establishing a historic dialogue with alien beings. Mercer's diplomatic approach is evident when he encourages the team to focus on empathy and understanding in their communications, aiming to bridge the gap between human and alien cognition [Data: Sources (8)]. This approach underscores his recognition of the mission's broader significance beyond mere scientific discovery.\\n\\n### Team Morale and Support\\n\\nMercer also plays a vital role in maintaining team morale and providing support to his colleagues. His interactions with team members like Jordan Hayes and Sam Rivera demonstrate his ability to inspire confidence and foster a collaborative environment. By acknowledging their expertise and encouraging their contributions, Mercer helps to create a cohesive and motivated team [Data: Sources (8)]. His leadership style is characterized by a balance of authority and camaraderie, which is essential for the team's success in such a high-stakes mission.\\n\\n### Tactical Expertise\\n\\nIn addition to his leadership and strategic roles, Mercer brings significant tactical expertise to the mission. His background and experience in handling complex and covert operations are invaluable in navigating the challenges posed by the Dulce Base environment. Mercer's ability to adapt to rapidly changing situations and his keen sense of situational awareness are critical assets that enhance the team's operational effectiveness [Data: Reports (3); Sources (8)].\\n\\nOverall, Alex Mercer's contributions to the mission at Dulce Base are multifaceted, encompassing leadership, strategic decision-making, diplomatic engagement, team support, and tactical expertise. His role is central to the mission's progress and the potential success of their groundbreaking objectives.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11911},\n",
-       "   'id': 17},\n",
-       "  {'query': \"How does Alex Mercer's mentorship style impact the team dynamics and mission success?\",\n",
-       "   'answer': \"# Alex Mercer's Mentorship Style and Its Impact on Team Dynamics and Mission Success\\n\\n## Mentorship Style\\n\\nAlex Mercer's mentorship style is characterized by a blend of respect, guidance, and protective oversight. He maintains a respectful distance, allowing team members to grow and develop their skills while providing the necessary support and approval when needed. This approach is evident in his interactions with Sam Rivera, where he acknowledges Sam's insights and encourages their contributions, fostering a sense of trust and responsibility [Data: Sources (2)]. Mercer's mentorship is not overbearing; instead, it is marked by subtle affirmations and a willingness to listen, which helps in building a collaborative environment.\\n\\n## Impact on Team Dynamics\\n\\nMercer's mentorship significantly influences the team dynamics by creating a balanced atmosphere where each member feels valued and empowered. His guidance helps bridge the gap between the experienced and the less experienced members, such as Sam Rivera. This dynamic is crucial in high-stakes missions where trust and mutual respect are paramount. For instance, Mercer's approval of Sam's observations about signal inconsistencies not only boosts Sam's confidence but also reinforces the importance of keen observation and critical thinking within the team [Data: Sources (2)].\\n\\nMoreover, Mercer's ability to maintain a calm and composed demeanor under pressure sets a standard for the team, encouraging them to stay focused and resilient. His interactions with Taylor Cruz and Jordan Hayes further illustrate his role in maintaining team cohesion. By addressing concerns and providing clear directives, Mercer ensures that the team remains aligned with their mission objectives [Data: Sources (2)].\\n\\n## Contribution to Mission Success\\n\\nMercer's mentorship directly contributes to the mission's success by fostering a culture of collaboration and continuous learning. His support enables team members like Sam Rivera to take on pivotal roles in deciphering extraterrestrial signals, which is critical for the mission at Dulce Base. The trust and respect he cultivates within the team lead to more effective communication and problem-solving, essential components in navigating the uncertainties of their mission [Data: Reports (5); Sources (2)].\\n\\nAdditionally, Mercer's mentorship helps in mitigating risks by ensuring that team members are well-prepared and confident in their abilities. His balanced approach to leadership, combining mentorship with strategic oversight, allows the team to adapt to evolving challenges and maintain their focus on the mission's goals [Data: Reports (5); Sources (2)].\\n\\nIn summary, Alex Mercer's mentorship style plays a pivotal role in shaping the team dynamics and driving the mission's success. His respectful and supportive approach fosters a collaborative environment, enhances team cohesion, and ensures that each member can contribute effectively to the mission's objectives.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11846},\n",
-       "   'id': 18},\n",
-       "  {'query': \"Can you provide more details about Alex Mercer's interactions with other team members, such as Taylor Cruz and Jordan Hayes?\",\n",
-       "   'answer': '# Alex Mercer\\'s Interactions with Team Members\\n\\n## Interaction with Taylor Cruz\\n\\nAlex Mercer\\'s relationship with Taylor Cruz is characterized by a blend of mutual respect and underlying tension. Cruz, known for their cautious and strategic approach, often interacts with Mercer in a manner that underscores the gravity of their mission. For instance, during a critical moment at Dulce Base, Taylor asks Mercer, \"Are we ready, Mercer?\" to which Alex responds with a quiet command, \"Initiate the protocol. It\\'s time we answer the cosmos\" [Data: Sources (8)]. This exchange highlights the balance of authority and collaboration between the two, with Mercer often taking a more diplomatic and reassuring stance compared to Cruz\\'s pragmatic and sometimes skeptical demeanor.\\n\\nCruz\\'s interactions with Mercer also reflect a dynamic where Cruz\\'s assertiveness and need for control occasionally clash with Mercer\\'s more contemplative and inclusive leadership style. For example, when discussing the potential risks of their mission, Cruz emphasizes the need for caution, stating, \"If there’s even the slightest chance it understands, we can’t afford missteps\" [Data: Sources (8)]. This pragmatic approach contrasts with Mercer\\'s focus on the broader implications of their actions, as seen when he says, \"Empathy could bridge galaxies. Let\\'s harness this connection and proceed with cautious optimism\" [Data: Sources (8)].\\n\\n## Interaction with Dr. Jordan Hayes\\n\\nAlex Mercer\\'s interactions with Dr. Jordan Hayes are marked by a deep mutual respect and a shared commitment to their mission. Hayes, who leads the efforts in decrypting and interpreting alien signals, often collaborates closely with Mercer. Their relationship is built on a foundation of trust and professional admiration. For instance, during a pivotal moment at Dulce Base, Mercer observes Hayes\\'s work with a sense of reverence, acknowledging the critical role Hayes plays in their mission [Data: Sources (8)].\\n\\nMercer and Hayes often engage in thoughtful discussions about the implications of their findings. In one instance, Mercer reflects on the significance of their mission, stating, \"We could be on the frontier of a new kind of diplomacy,\" to which Hayes responds, \"If that\\'s the case, then these communications are our olive branch across the cosmos\" [Data: Sources (8)]. This exchange highlights their shared understanding of the profound impact their work could have on humanity\\'s future.\\n\\nTheir interactions also reveal a balance of analytical rigor and emotional intelligence. While Hayes focuses on the technical aspects of their mission, Mercer often provides a broader perspective, emphasizing the importance of empathy and understanding in their communication with extraterrestrial intelligence. This dynamic is evident when Mercer advises Hayes to \"Keep focused on the syntax, dissect its nuances. We\\'re not just decoding signals; we\\'re translating intentions\" [Data: Sources (8)].\\n\\n## Conclusion\\n\\nOverall, Alex Mercer\\'s interactions with Taylor Cruz and Dr. Jordan Hayes reflect a complex web of professional relationships that are crucial to the success of their mission. While Cruz\\'s pragmatic and cautious approach provides a necessary counterbalance to Mercer\\'s diplomatic and inclusive leadership style, Hayes\\'s analytical expertise and mutual respect with Mercer create a strong foundation for their collaborative efforts. These interactions underscore the importance of teamwork and the diverse skill sets each member brings to the Paranormal Military Squad\\'s mission at Dulce Base.\\n',\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 12204},\n",
-       "   'id': 19},\n",
-       "  {'query': 'What other missions or projects has Alex Mercer been involved in within the Paranormal Military Squad?',\n",
-       "   'answer': 'Alex Mercer is a prominent figure within the Paranormal Military Squad, primarily known for his leadership and diplomatic role in the mission centered around Dulce Base and interstellar communication efforts. This mission involves establishing contact with extraterrestrial intelligence and is considered one of the most significant undertakings of the squad [Data: Reports (4); Sources (5)].\\n\\nIn the context of the Dulce Base mission, Mercer is depicted as a leader who balances strategic planning with a diplomatic approach. His interactions with other key team members, such as Dr. Jordan Hayes and Taylor Cruz, highlight his ability to foster collaboration and guide the team through complex and unprecedented scenarios [Data: Reports (4); Sources (5)].\\n\\nWhile the provided data does not explicitly mention other specific missions or projects that Alex Mercer has been involved in, his role in the Dulce Base mission suggests a high level of expertise and experience in handling critical and sensitive operations within the Paranormal Military Squad. His leadership qualities and strategic mindset imply that he is likely to have been involved in other significant projects, although further details would be needed to confirm this.',\n",
+       "  {'query': 'What specific technological advancements has Mercer contributed to?',\n",
+       "   'answer': \"# Technological Advancements Contributed by Mercer\\n\\nAgent Alex Mercer, a key figure in the Paranormal Military Squad, has been involved in several significant technological advancements, particularly in the context of their mission at Dulce Base. While the provided data does not explicitly detail Mercer's individual contributions to specific technological innovations, it does highlight the collaborative environment in which Mercer operates and the advanced technology utilized by the team.\\n\\n## Collaborative Technological Efforts\\n\\nMercer works closely with other team members, such as Dr. Jordan Hayes and Sam Rivera, to decode and understand alien signals and technology. This collaborative effort is crucial in adapting their gear to transmute foreign signals into something the team can dissect, showcasing Mercer's role in bridging human and alien technology [Data: Sources (21, 32, 16, 18, 20)].\\n\\n## Advanced Communication Systems\\n\\nOne of the key areas where Mercer has contributed is in the development and utilization of advanced communication systems. These systems are designed to handle the complexities of alien signals, allowing the team to establish a line of communication with extraterrestrial intelligence. This involves sophisticated decryption processes and the adaptation of existing technology to interface with alien protocols [Data: Sources (21, 32, 16, 18, 20)].\\n\\n## Strategic Implementation of Technology\\n\\nMercer's strategic implementation of technology is evident in their approach to the mission. They emphasize the importance of thoughtful and measured responses to alien signals, understanding that how they interact with these signals could dictate the outcome of their entire operation. This strategic mindset highlights Mercer's role in ensuring that technological advancements are not only developed but also applied effectively in high-stakes scenarios [Data: Sources (21, 32, 16, 18, 20)].\\n\\n## Conclusion\\n\\nWhile the data does not provide a detailed account of specific technological inventions attributed solely to Mercer, it is clear that their contributions lie in the strategic application and collaborative development of advanced technologies within the Paranormal Military Squad. Mercer's role in adapting and implementing these technologies is crucial to the team's success in their mission at Dulce Base.\\n\",\n",
        "   'score': 70,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11481,\n",
+       "    'output_tokens': 550,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  11  Jacob Collier and His Musical Collaborations   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Jacob Collier and His Musical Collaborations...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1   9  ; we are the threads that may weave a new cosm...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   8  ences the full spectrum of human curiosity and...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12395},\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  32  Our response will mark humanity’s readiness to...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  20  iness as they pressed on through the dimly lit...\n",
+       "     4  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     5  23   of hidden truths. This was humanity's unwitti...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 6},\n",
+       "  {'query': 'What is the nature of the foreign signals Mercer is working to transmute?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 7},\n",
+       "  {'query': \"How does Mercer's mentorship impact the team's overall performance?\",\n",
+       "   'answer': \"# Mercer's Mentorship and Its Impact on Team Performance\\n\\n## Introduction\\n\\nAgent Alex Mercer plays a pivotal role in the Paranormal Military Squad, not only through his actions but also through his mentorship. His influence is evident in the way he interacts with his team members, guiding them through complex situations and fostering a sense of unity and purpose. This mentorship significantly impacts the team's overall performance, enhancing their ability to tackle the unknown challenges they face.\\n\\n## Building Trust and Confidence\\n\\nMercer's mentorship is characterized by his ability to build trust and confidence within the team. For instance, his interactions with Sam Rivera demonstrate a blend of respect and encouragement. When Sam expresses uncertainty about the signal patterns, Mercer reassures them, highlighting the importance of their keen observations [Data: Sources (16, 18, 21, 23, 24)]. This support helps Sam feel valued and confident in their role, which is crucial for maintaining high morale and effective performance.\\n\\n## Encouraging Analytical Thinking\\n\\nMercer also fosters analytical thinking among his team members. His discussions with Dr. Jordan Hayes often revolve around interpreting complex data and understanding the broader implications of their findings. By engaging in these intellectual exchanges, Mercer encourages Jordan to think critically and remain open to new possibilities [Data: Sources (15, 16, 18, 24)]. This approach not only enhances Jordan's analytical skills but also ensures that the team remains adaptable and prepared for unexpected developments.\\n\\n## Promoting Collaboration and Unity\\n\\nAnother significant aspect of Mercer's mentorship is his emphasis on collaboration and unity. He understands that the team's success depends on their ability to work together seamlessly. This is evident in his interactions with Taylor Cruz, where he balances authority with a collaborative spirit. By acknowledging Taylor's caution and integrating it into the team's strategy, Mercer ensures that all perspectives are considered, fostering a cohesive and effective team dynamic [Data: Sources (15, 16, 18, 24)].\\n\\n## Navigating Challenges and Uncertainties\\n\\nMercer's mentorship is particularly valuable in navigating the challenges and uncertainties inherent in their mission. His calm and strategic approach provides a stabilizing influence, helping the team stay focused and resilient. For example, during moments of high tension, such as deciphering the alien signal, Mercer's composed demeanor and clear directives help the team maintain their composure and work efficiently towards their goals [Data: Sources (15, 16, 18, 24)].\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer's mentorship significantly enhances the Paranormal Military Squad's overall performance. By building trust, encouraging analytical thinking, promoting collaboration, and providing a stabilizing influence, Mercer ensures that the team is well-equipped to face the unknown challenges of their mission. His leadership not only improves individual performance but also strengthens the team's collective ability to achieve their objectives.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11317,\n",
+       "    'output_tokens': 701,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  43  Ben Bloomberg and the Harmoniser Project   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Ben Bloomberg and the Harmoniser Project\\n\\n...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 8},\n",
+       "  {'query': 'What are the relationships between Mercer and other team members like Taylor and Jordan?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 9},\n",
+       "  {'query': \"What is the broader mission of the Paranormal Military Squad and how does Mercer's role fit into it?\",\n",
+       "   'answer': \"# The Broader Mission of the Paranormal Military Squad and Mercer's Role in It\\n\\n## The Broader Mission\\n\\nThe Paranormal Military Squad is a clandestine governmental faction operating from Dulce Base in New Mexico. Their primary mission involves critical tasks related to extraterrestrial communication and paranormal activities. This elite group is responsible for decoding alien signals, extending human consciousness, and preparing for potential interstellar alliances or confrontations [Data: Reports (63)]. The squad's efforts are pivotal in navigating and preparing for humanity's cosmic relevance, which includes interpreting alien signals, understanding extraterrestrial societies, and facilitating humanity's first contact with alien intelligence [Data: Reports (63)].\\n\\nOperation: Dulce is a key mission for the squad, focusing on decoding alien messages and engaging in interstellar communications. This operation is crucial for understanding and mediating extraterrestrial interactions, which could have profound implications for humanity's future [Data: Reports (63)]. The squad is also aware of the potential galactic peril posed by extraterrestrial entities, highlighting the risks involved in their missions and the need for careful navigation of interstellar communications [Data: Reports (63)].\\n\\n## Mercer's Role\\n\\nAlex Mercer is the leader of the Paranormal Military Squad, guiding the team with a focus on humanity's mission to explore and understand extraterrestrial phenomena. His leadership is pivotal in ensuring that the squad's activities align with the overarching goal of benefiting humanity. Mercer's vision of cosmic negotiations highlights the potential for new forms of diplomacy with extraterrestrial beings [Data: Reports (63); Sources (25)].\\n\\nMercer is characterized by his ability to balance military precision with diplomatic foresight. He emphasizes the importance of understanding rather than confrontation, advocating for a measured and thoughtful approach to interstellar communications [Data: Sources (25)]. His leadership style fosters collaboration and respect among team members, encouraging them to contribute their expertise towards the collective mission [Data: Sources (25)].\\n\\nIn summary, the broader mission of the Paranormal Military Squad is to navigate the complexities of extraterrestrial communication and prepare humanity for potential interstellar interactions. Alex Mercer's role as the leader is crucial in guiding the squad's efforts, balancing the need for caution with the pursuit of understanding and diplomacy.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11468,\n",
+       "    'output_tokens': 587,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  25   between scientific breakthrough and galactic ...\n",
+       "     1  29   pulse with sentient curiosity, drawing them f...\n",
+       "     2  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     3  32  Our response will mark humanity’s readiness to...\n",
+       "     4  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     5  34   as they unspooled their hard wisdom. \"For all...\n",
+       "     6  36   ebb and flow of cryptic communications reachi...\n",
+       "     7  27   might be initiating the first true interspeci...}},\n",
+       "   'id': 10},\n",
+       "  {'query': 'What specific challenges has Mercer faced in adapting gear for the mission?',\n",
+       "   'answer': \"# Challenges Faced by Alex Mercer in Adapting Gear for the Mission\\n\\n## Adapting to Alien Communication\\n\\nOne of the primary challenges Alex Mercer faced was adapting the team's gear to transmute alien signals into something comprehensible for the team. This task required not only technical expertise but also a deep understanding of both human and alien communication systems. The process was fraught with uncertainty, as the team stood at a crossroads that could lead to either monumental breakthroughs or unprecedented catastrophes [Data: Sources (21)].\\n\\n## Balancing Protocol and Innovation\\n\\nMercer had to navigate the tension between adhering to strict military protocols and embracing innovative approaches to solve unprecedented problems. This balancing act was particularly evident in his interactions with Taylor Cruz, who emphasized the importance of protocol and diligence. Mercer's thoughtful and cautious insights often clashed with Cruz's more authoritarian and pragmatic approach, highlighting the difficulty of maintaining a balanced strategy in a high-stakes environment [Data: Reports (50); Sources (21)].\\n\\n## Technical Expertise and Team Dynamics\\n\\nAnother significant challenge was leveraging the technical expertise of team members like Dr. Jordan Hayes while ensuring effective team dynamics. Hayes' work in the lab on alien technology was critical, but it required Mercer's guidance and observation to integrate these technical insights into the broader mission strategy. This dynamic was essential for decoding and understanding alien messages, but it also demanded a high level of coordination and mutual respect among team members [Data: Reports (50); Sources (21)].\\n\\n## Navigating Uncharted Territory\\n\\nThe mission's inherent unpredictability posed a constant challenge. The team had to remain adaptive and ready to confront unknown variables that exceeded the known. This required a mindset that was both flexible and resilient, capable of responding to the unexpected while maintaining focus on the mission's objectives. Mercer's leadership was crucial in fostering this adaptive approach, ensuring that the team could navigate the uncharted territory of interstellar communication [Data: Sources (15, 16, 18, 20, 21)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer faced numerous challenges in adapting gear for the mission, from technical hurdles in transmuting alien signals to balancing protocol with innovation and managing team dynamics. His leadership and strategic thinking were pivotal in overcoming these obstacles, enabling the team to make significant strides in their mission.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11154,\n",
+       "    'output_tokens': 589,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 11},\n",
+       "  {'query': \"How do Mercer's technological contributions compare to those of other team members like Rivera and Sam?\",\n",
+       "   'answer': \"# Technological Contributions of Mercer, Rivera, and Sam\\n\\n## Alex Mercer's Technological Contributions\\n\\nAgent Alex Mercer is portrayed as a determined and strategic member of the Paranormal Military Squad. His contributions are primarily focused on leadership and strategic oversight rather than direct technological innovation. Mercer is depicted as someone who values intuition and trust alongside technology, emphasizing the importance of human insight in their mission [Data: Sources (15, 16, 20)]. His role involves ensuring that the team remains grounded and focused, particularly when dealing with the unknown variables and potential threats posed by their mission [Data: Sources (22, 23)].\\n\\n## Sam Rivera's Technological Contributions\\n\\nSam Rivera, on the other hand, is characterized by their deep engagement with technology and data analysis. Rivera is described as a cybersecurity expert with a fervent quest for answers, often seen decrypting intercepted communications and analyzing signal distortions [Data: Sources (16, 21)]. Their ability to adapt and transmute foreign signals into something the team can dissect is a testament to their technical prowess and innovative thinking [Data: Sources (21, 22)]. Rivera's contributions are crucial in bridging the gap between human and alien communication, showcasing their expertise in handling complex technological challenges [Data: Sources (30)].\\n\\n## Comparative Analysis\\n\\nWhile Mercer provides strategic leadership and ensures the team remains cohesive and focused, Rivera's contributions are more hands-on and technical. Rivera's work with signal decryption and communication adaptation highlights their role as the team's technological innovator. In contrast, Mercer's contributions lie in his ability to integrate technological insights with strategic decision-making, ensuring that the team's actions are well-coordinated and effective [Data: Sources (15, 16, 21, 22, 23)].\\n\\nIn summary, Mercer's technological contributions are more indirect, focusing on leadership and strategy, whereas Rivera's contributions are direct and technical, involving hands-on work with advanced technology and data analysis. Both roles are essential for the success of their mission, with Mercer providing the strategic framework and Rivera delivering the technical solutions.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11474,\n",
+       "    'output_tokens': 539,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  11  Jacob Collier and His Musical Collaborations   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Jacob Collier and His Musical Collaborations...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     1  21   \"It's like nothing I've ever seen before, but...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     4  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     5  23   of hidden truths. This was humanity's unwitti...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 12},\n",
+       "  {'query': 'What background does Mercer have that qualifies them as a technological expert and mentor?',\n",
+       "   'answer': \"Agent Alex Mercer is portrayed as a key figure within the Paranormal Military Squad, demonstrating a blend of military discipline and a profound intellectual curiosity. His background is not explicitly detailed in the provided data, but several aspects of his character and actions suggest a deep expertise in technology and mentorship qualities. Mercer is often seen guiding and supporting his team, particularly in high-stakes situations involving advanced technology and alien signals [Data: Sources (21, 16, 18, 23, 24)].\\n\\n## Technological Expertise\\n\\nMercer's technological acumen is evident in his interactions with the team and the equipment they use. He is frequently involved in deciphering complex signals and understanding alien technology, indicating a strong foundation in technical knowledge. For instance, his ability to comprehend and strategize around the alien signal's patterns and sequences showcases his analytical skills and familiarity with advanced technological concepts [Data: Sources (21, 16, 18, 23, 24)].\\n\\n## Mentorship Qualities\\n\\nMercer’s role as a mentor is highlighted through his interactions with team members like Sam Rivera. He provides guidance and support, fostering a collaborative environment that encourages the team's intellectual growth and problem-solving abilities. His approach to leadership is not just about giving orders but also about nurturing the team's potential and ensuring they are prepared for the challenges they face [Data: Sources (21, 16, 18, 23, 24)].\\n\\nIn summary, while specific details about Mercer's background are not provided, his actions and the respect he commands from his team suggest a well-rounded expertise in technology and a strong capacity for mentorship.\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11317,\n",
+       "    'output_tokens': 436,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  43  Ben Bloomberg and the Harmoniser Project   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Ben Bloomberg and the Harmoniser Project\\n\\n...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 13},\n",
+       "  {'query': 'What role does Mercer play in the team’s analysis and response to alien signals?',\n",
+       "   'answer': \"# Role of Agent Mercer in the Team’s Analysis and Response to Alien Signals\\n\\nAgent Alex Mercer plays a pivotal role in the Paranormal Military Squad's efforts to analyze and respond to alien signals. His contributions are multifaceted, encompassing leadership, strategic oversight, and active participation in the technical and analytical processes.\\n\\n## Leadership and Strategic Oversight\\n\\nMercer is depicted as a reliable and steady presence within the team, often providing strategic direction and maintaining focus on the mission's objectives. His leadership is evident in his interactions with other team members, where he balances the need for caution with the drive for discovery. For instance, Mercer emphasizes the importance of maintaining a clear-headed approach and adhering to protocols while also encouraging the team to look for patterns and anomalies in the alien signals [Data: Sources (15, 20, 24)].\\n\\n## Technical and Analytical Contributions\\n\\nIn addition to his leadership role, Mercer is actively involved in the technical analysis of the alien signals. He collaborates closely with Dr. Jordan Hayes and Sam Rivera, providing insights and directives that help guide their efforts. Mercer's understanding of the technical aspects of the mission is highlighted when he instructs Hayes to look for handshake protocols in the communications, indicating his awareness of the complexities involved in establishing contact with extraterrestrial intelligence [Data: Sources (20, 24, 30)].\\n\\n## Balancing Caution and Curiosity\\n\\nMercer’s role also involves balancing the team's scientific curiosity with the necessary caution required in such a high-stakes mission. He acknowledges the potential risks and emphasizes the need for careful analysis and deliberate communication. This is particularly evident when he advises the team to tread carefully and communicate with purpose, recognizing that their interactions with the alien signals could have far-reaching implications [Data: Sources (20, 24, 30)].\\n\\n## Collaborative Dynamics\\n\\nMercer’s interactions with other team members, such as Taylor Cruz and Jordan Hayes, reflect his ability to foster a collaborative environment. He respects their expertise and encourages a shared approach to problem-solving. This collaborative dynamic is crucial in the team's efforts to decode and respond to the alien signals, as it allows them to leverage their collective skills and knowledge effectively [Data: Sources (15, 20, 24)].\\n\\nIn summary, Agent Alex Mercer plays a critical role in the Paranormal Military Squad's mission to analyze and respond to alien signals. His leadership, technical expertise, and ability to balance caution with curiosity make him an indispensable member of the team, guiding their efforts to navigate the complexities of interstellar communication.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11007,\n",
+       "    'output_tokens': 629,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  69  Paranormal Military Squad and Interstellar Com...   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Interstellar C...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 14},\n",
+       "  {'query': 'How does Mercer collaborate with team members like Cruz to ensure mission success?',\n",
+       "   'answer': \"# Collaboration Between Alex Mercer and Team Members for Mission Success\\n\\n## Alex Mercer's Leadership and Strategic Role\\n\\nAlex Mercer is a pivotal figure at Dulce Base, leading the team in decoding and responding to alien communication. His role as a leader of the Paranormal Military Squad involves providing guidance and making critical decisions about interstellar contact. Mercer's background as a former military member and his strategic mind are crucial in ensuring the team's mission is successful. His authoritative demeanor and calm leadership help keep the team focused and grounded [Data: Reports (50)].\\n\\n## Taylor Cruz's Complementary Leadership\\n\\nTaylor Cruz is another integral member of the Paranormal Military Squad, working closely with Alex Mercer. Cruz often takes a more authoritarian and pragmatic approach, which sometimes clashes with Mercer's thoughtful and cautious insights. Despite their differing views, particularly on celestial mechanics, their dynamic tension and complementary skills significantly contribute to the team's efforts to understand and interpret the alien signals. Cruz's emphasis on protocol and diligence balances Mercer's realistic demeanor, ensuring the team remains on course [Data: Reports (50); Sources (16)].\\n\\n## Dr. Jordan Hayes' Technical Expertise\\n\\nDr. Jordan Hayes is a key technical expert at Dulce Base, working in the lab on alien technology retrieved from the crash site. Her analytical skills are highly valued by Alex Mercer, who often observes her work. Hayes' contributions are critical in the team's efforts to decode and understand the alien messages. Her work in the lab is a cornerstone of the team's mission, providing the necessary technical foundation for their strategic responses [Data: Reports (50); Sources (20)].\\n\\n## The Significance of the Elevator and Meeting Room\\n\\nThe elevator and the cramped underground meeting room are significant locations within Dulce Base. The elevator is used by team members like Taylor Cruz to descend into the base, while the meeting room serves as a gathering point for Alex Mercer and the team before heading to their mission. These locations are essential for the team's operations, facilitating their movement and coordination within the base [Data: Reports (50)].\\n\\n## Balanced Strategy for Alien Contact\\n\\nAlex Mercer adopts a balanced strategy for contact with alien entities, emphasizing a thoughtful and measured approach. This strategy is crucial in ensuring that the team's response to the alien signal is diplomatic and well-considered. Mercer's approach helps maintain communication and make critical decisions about interstellar contact, balancing the need for caution with the potential for significant discoveries [Data: Reports (50)].\\n\\n## Alex Mercer's Silhouette as a Symbol of Leadership\\n\\nAlex Mercer's silhouette represents his presence and leadership during the decryption process. This symbolic representation underscores his authoritative role and the respect he commands within the team. Mercer's leadership is a constant guiding force, ensuring that the team remains focused on their mission and the broader implications for humanity [Data: Reports (50)].\\n\\n## Conclusion\\n\\nIn conclusion, Alex Mercer's collaboration with team members like Taylor Cruz and Dr. Jordan Hayes is marked by a balance of strategic leadership, technical expertise, and complementary skills. While Mercer's thoughtful and cautious approach sometimes clashes with Cruz's pragmatic and authoritarian style, their dynamic tension ultimately strengthens the team's efforts. Dr. Hayes' technical contributions further bolster the team's ability to decode and respond to alien communications, ensuring mission success.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 788,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 15},\n",
+       "  {'query': 'What specific role does Alex Mercer play within the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 16},\n",
+       "  {'query': \"What are the details of Alex Mercer's contributions to Operation: Dulce?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 17},\n",
+       "  {'query': 'How is Alex Mercer described by other team members?',\n",
+       "   'answer': \"# Description of Alex Mercer by Other Team Members\\n\\n## Introduction\\n\\nAlex Mercer is a central figure in the narrative of Operation: Dulce, and his character is described through the perspectives and interactions of his team members. These descriptions provide insight into his personality, leadership style, and the respect he commands within the team.\\n\\n## Perception by Taylor Cruz\\n\\nTaylor Cruz, a figure of authority and pragmatism, often interacts with Alex Mercer in a manner that underscores the tension between strict adherence to protocol and the need for adaptability. Cruz's interactions with Mercer reveal a dynamic where Cruz's authoritative stance is met with Mercer's compliance, albeit with underlying complexities. For instance, during a briefing, Cruz's sharp questioning of Mercer's resolve is met with a strained smile and a compliant response, indicating Mercer's ability to navigate the demands of authority while maintaining his own perspective [Data: Sources (15)].\\n\\n## Perception by Jordan Hayes\\n\\nJordan Hayes, a colleague with a keen analytical mind, views Mercer with a blend of support and understanding. Hayes acknowledges Mercer's need for clear-headedness and his ability to soak in details, which is crucial for their mission. This mutual respect is evident when Hayes offers a supportive nod during a briefing, recognizing the importance of Mercer's role in their operation [Data: Sources (15)]. Additionally, Hayes's interactions with Mercer often reflect a shared understanding and a collaborative spirit, as seen when they work together to decipher alien signals and navigate the complexities of their mission [Data: Sources (24, 26)].\\n\\n## Perception by Sam Rivera\\n\\nSam Rivera, the team's cybersecurity expert, expresses confidence in Mercer's abilities, particularly in making sense of anomalies and signal distortions. Rivera's remarks during team discussions highlight Mercer's analytical skills and his importance in the team's efforts to interpret and respond to extraterrestrial communications. This confidence is further reinforced by Rivera's acknowledgment of Mercer's role in ensuring the team's success [Data: Sources (15, 24)].\\n\\n## Conclusion\\n\\nOverall, Alex Mercer is depicted as a reliable and competent leader who commands respect from his team members. His ability to balance compliance with authority and his analytical skills make him a crucial asset to the team. The perspectives of Taylor Cruz, Jordan Hayes, and Sam Rivera collectively paint a picture of Mercer as a central figure whose contributions are vital to the success of Operation: Dulce.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11466,\n",
+       "    'output_tokens': 594,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  11  Jacob Collier and His Musical Collaborations   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Jacob Collier and His Musical Collaborations...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 18},\n",
+       "  {'query': 'What kind of strategies did Alex Mercer help develop in the Briefing Room for Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 19},\n",
+       "  {'query': 'What is the background and expertise of Alex Mercer in relation to paranormal investigations?',\n",
+       "   'answer': \"# Background and Expertise of Alex Mercer in Paranormal Investigations\\n\\n## Leadership and Command\\n\\nAlex Mercer is the leader of the Paranormal Military Squad, a clandestine governmental faction operating from Dulce Base in New Mexico. His role involves guiding the squad's efforts in exploring and understanding extraterrestrial phenomena, which is critical for humanity's first contact with alien intelligence [Data: Reports (63)]. Mercer's leadership is pivotal in ensuring that the squad's activities align with the overarching goal of benefiting humanity, highlighting his strategic and command capabilities [Data: Reports (63)].\\n\\n## Mission Focus and Responsibilities\\n\\nMercer is deeply involved in Operation: Dulce, a pivotal mission that focuses on decoding alien messages and engaging in interstellar communications. This operation is crucial for understanding and mediating extraterrestrial interactions, which could have profound implications for humanity's future [Data: Reports (63)]. His responsibilities include interpreting alien signals, understanding extraterrestrial societies, and facilitating humanity's first contact with alien intelligence, underscoring his expertise in these areas [Data: Reports (63)].\\n\\n## Analytical and Investigative Skills\\n\\nMercer is portrayed as a figure with a blend of military precision and intellectual curiosity. His interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reveal his ability to balance strategic command with a deep understanding of the scientific and technological aspects of their mission [Data: Sources (20, 16, 18, 23, 24)]. This combination of skills is essential for navigating the complexities of paranormal investigations and interstellar diplomacy.\\n\\n## Adaptability and Problem-Solving\\n\\nThroughout the mission, Mercer demonstrates a keen ability to adapt to evolving situations and solve complex problems. His leadership during critical moments, such as deciphering alien communications and responding to potential threats, showcases his capacity to handle high-stakes scenarios with composure and strategic insight [Data: Sources (20, 16, 18, 23, 24)].\\n\\n## Conclusion\\n\\nAlex Mercer's background and expertise in paranormal investigations are characterized by his leadership, strategic command, analytical skills, and adaptability. His role in Operation: Dulce highlights his ability to navigate the intricate and high-stakes world of extraterrestrial communication and interstellar diplomacy, making him a crucial figure in humanity's efforts to understand and engage with alien intelligence.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 594,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 20},\n",
-       "  {'query': 'What specific tasks does Alex Mercer perform at Dulce Base?',\n",
-       "   'answer': \"### Specific Tasks of Alex Mercer at Dulce Base\\n\\n**1. Leadership and Oversight**\\n\\nAlex Mercer plays a crucial role in leading and overseeing the operations at Dulce Base. He is often seen surveying his team and ensuring that each member is focused on their respective tasks. His leadership is instrumental in maintaining the team's morale and direction, especially during high-stakes operations involving extraterrestrial communication and research [Data: Reports (2); Sources (8)].\\n\\n**2. Coordination of Decryption Efforts**\\n\\nMercer is deeply involved in the decryption of alien signals. He works closely with team members like Dr. Jordan Hayes, Sam Rivera, and Taylor Cruz to interpret and understand the complex alien communications. His role includes providing strategic insights and ensuring that the decryption process is aligned with the broader mission objectives [Data: Reports (2); Sources (8)].\\n\\n**3. Diplomatic Engagement**\\n\\nAlex Mercer also acts as a diplomat in the team's interactions with extraterrestrial intelligence. He emphasizes the importance of empathy and understanding in their communications, advocating for a cautious yet optimistic approach to potential alien contact. This diplomatic stance is crucial in navigating the uncertainties and risks associated with extraterrestrial engagement [Data: Reports (2); Sources (8)].\\n\\n**4. Crisis Management**\\n\\nIn moments of crisis, Mercer is the stabilizing force for the team. He provides clear directives and reassurances, helping the team navigate through tense and uncertain situations. His ability to remain calm and composed under pressure is vital for the team's success in their covert operations [Data: Reports (2); Sources (8)].\\n\\n**5. Strategic Decision-Making**\\n\\nMercer is involved in making strategic decisions that impact the overall mission at Dulce Base. He evaluates the risks and benefits of various actions, ensuring that the team's efforts are both effective and aligned with their long-term goals. His strategic acumen is a key asset in the complex and high-stakes environment of Dulce Base [Data: Reports (2); Sources (8)].\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11792},\n",
+       "  {'query': 'Can you provide more details about the television series Agent Mercer appears in?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 21},\n",
-       "  {'query': 'What is the background and expertise of Alex Mercer?',\n",
-       "   'answer': \"# Background and Expertise of Alex Mercer\\n\\n## Leadership and Diplomatic Role\\n\\nAlex Mercer is a prominent figure within the Paranormal Military Squad, recognized for his leadership and diplomatic approach in the mission to establish contact with alien intelligence. His role is characterized by strategic planning and guiding the team through complex interstellar communication efforts [Data: Reports (4)]. Mercer's leadership is crucial in navigating the delicate balance between scientific exploration and military protocol, ensuring that the team's actions are both effective and cautious.\\n\\n## Collaborative Dynamics\\n\\nMercer's interactions with other key team members, such as Taylor Cruz and Dr. Jordan Hayes, highlight his ability to foster a collaborative environment. He respects the expertise of his colleagues and works closely with them to achieve the squad's objectives. This collaborative dynamic is essential for the success of their mission, as it allows for a diverse range of skills and perspectives to be utilized effectively [Data: Reports (4); Sources (3, 8)].\\n\\n## Strategic and Diplomatic Skills\\n\\nMercer's strategic acumen is evident in his approach to potential extraterrestrial contact. He emphasizes the importance of understanding and interpreting alien signals with caution and precision. His diplomatic skills are also crucial, as they help in managing the complex relationship dynamics within the team and in potential interactions with alien intelligence [Data: Reports (4); Sources (3, 8)].\\n\\n## Role in First Contact\\n\\nAlex Mercer is suspected to have played a significant role in what could be humanity's first contact with extraterrestrial beings. This monumental event underscores the importance of his leadership and strategic planning in the squad's operations. The implications of such contact are profound, potentially altering humanity's understanding of the universe and its place within it [Data: Reports (4)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer is a key leader within the Paranormal Military Squad, known for his strategic and diplomatic skills. His ability to foster collaboration and navigate complex interstellar communication efforts makes him an invaluable asset to the team. Mercer's role in potential first contact with extraterrestrial intelligence highlights the significance of his expertise and leadership in the squad's mission.\\n\",\n",
+       "  {'query': 'What are some key episodes that feature Agent Mercer prominently?',\n",
+       "   'answer': \"# Key Episodes Featuring Agent Mercer Prominently\\n\\n## Alex Mercer and the Dulce Base Team\\n\\nOne of the key episodes featuring Agent Alex Mercer is detailed in the report titled 'Alex Mercer and the Dulce Base Team.' This episode highlights Mercer's leadership and strategic role at Dulce Base, where he leads efforts to decode and respond to alien communication. His authoritative demeanor and calm leadership are crucial in ensuring the team's mission is successful [Data: Reports (50)].\\n\\n### Leadership and Strategic Role\\n\\nIn this episode, Mercer's background as a former military member is emphasized, showcasing his strategic mind and decision-making skills. His role involves providing guidance and making critical decisions about interstellar contact, which is pivotal for the team's success [Data: Reports (50)].\\n\\n### Interaction with Team Members\\n\\nMercer's interactions with other key team members, such as Taylor Cruz and Dr. Jordan Hayes, are also highlighted. For instance, Mercer works closely with Cruz, whose pragmatic approach sometimes clashes with Mercer's thoughtful and cautious insights. Despite their differing views, their dynamic tension and complementary skills significantly contribute to the team's efforts [Data: Reports (50)].\\n\\n## The Significance of the Elevator and Meeting Room\\n\\nAnother episode that features Mercer prominently involves the significance of the elevator and the cramped underground meeting room at Dulce Base. These locations are essential for the team's operations, facilitating their movement and coordination within the base. Mercer is often seen using these spaces to gather the team and strategize before heading out on missions [Data: Reports (50)].\\n\\n## Balanced Strategy for Alien Contact\\n\\nMercer's balanced strategy for contact with alien entities is another key episode. He emphasizes a thoughtful and measured approach, ensuring that the team's response to the alien signal is diplomatic and well-considered. This strategy is crucial in maintaining communication and making critical decisions about interstellar contact [Data: Reports (50)].\\n\\n## Symbol of Leadership\\n\\nMercer's silhouette is described as a symbol of leadership during the decryption process. This symbolic representation underscores his authoritative role and the respect he commands within the team. His leadership is a constant guiding force, ensuring that the team remains focused on their mission and the broader implications for humanity [Data: Reports (50)].\\n\\n## Confrontation and Revelation\\n\\nIn the sources, there are detailed accounts of Mercer's actions during critical moments of confrontation and revelation. For example, in one episode, Mercer and Dr. Jordan Hayes explore a mysterious room filled with scattered reports and a neglected terminal emitting an automated distress marker. This episode highlights Mercer's investigative instinct and his ability to lead the team through moments of heightened urgency and potential danger [Data: Sources (20)].\\n\\n## First Contact and Communication\\n\\nAnother significant episode involves the team's efforts to establish first contact and communication with an alien intelligence. Mercer's role in this episode is crucial as he balances the need for caution with the potential for significant discoveries. His leadership helps the team navigate the complexities of interstellar communication and the unknown variables that come with it [Data: Sources (18, 23, 24)].\\n\\n## Conclusion\\n\\nAgent Alex Mercer is a central figure in several key episodes at Dulce Base, where his leadership, strategic mind, and ability to navigate complex situations are prominently featured. His interactions with team members, balanced approach to alien contact, and symbolic representation of leadership underscore his importance in the team's mission.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 820,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11970},\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 22},\n",
-       "  {'query': 'How does Alex Mercer contribute to the decryption of alien signals?',\n",
-       "   'answer': \"# Alex Mercer's Contribution to the Decryption of Alien Signals\\n\\n## Leadership and Coordination\\n\\nAlex Mercer plays a pivotal role in the Paranormal Military Squad's efforts to decrypt alien signals, primarily through his leadership and coordination skills. As a leader, Mercer oversees the team's activities and ensures that each member is focused on their tasks. His presence in the command center is described as a stabilizing force, providing the necessary oversight and strategic direction for the team [Data: Reports (4); Sources (8)]. Mercer's ability to maintain a calm and composed demeanor under pressure helps the team stay focused on their mission, even when faced with the complexities of alien communication.\\n\\n## Diplomatic Approach\\n\\nMercer's diplomatic approach is crucial in the context of interstellar communication. He emphasizes the importance of understanding and empathy in their interactions with potential extraterrestrial intelligence. This perspective is vital for the team as they navigate the unknown and attempt to establish a meaningful dialogue with alien beings. Mercer's focus on diplomacy and strategic planning ensures that the team's efforts are not just about decryption but also about building a bridge of understanding between humanity and extraterrestrial entities [Data: Reports (4); Sources (8)].\\n\\n## Collaboration with Team Members\\n\\nMercer works closely with other key figures in the squad, such as Dr. Jordan Hayes and Taylor Cruz. His interactions with Hayes, who leads the decryption and analysis efforts, are particularly noteworthy. Mercer provides support and guidance, helping to align the team's technical and strategic objectives. This collaboration is essential for the successful decryption of alien signals, as it combines Mercer's leadership with Hayes' analytical expertise [Data: Reports (4); Sources (8)].\\n\\n## Strategic Decision-Making\\n\\nMercer's role involves making critical decisions that impact the direction of the team's efforts. He is described as someone who balances caution with optimism, ensuring that the team proceeds with both curiosity and prudence. This strategic decision-making is evident in moments where Mercer directs the team to focus on specific aspects of the alien signals, such as identifying patterns and anomalies that could indicate a form of intelligence [Data: Reports (4); Sources (8)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's contribution to the decryption of alien signals is multifaceted. His leadership, diplomatic approach, collaboration with team members, and strategic decision-making are all integral to the team's mission. Mercer's ability to guide the team through the complexities of interstellar communication underscores his importance in the Paranormal Military Squad's efforts to establish contact with extraterrestrial intelligence.\\n\",\n",
+       "  {'query': 'Who are the other main characters that Agent Mercer interacts with in the series?',\n",
+       "   'answer': \"# Main Characters Interacting with Agent Mercer\\n\\n## Dr. Jordan Hayes\\n\\nDr. Jordan Hayes is a key character who frequently interacts with Agent Alex Mercer. Jordan is portrayed as a highly analytical and methodical individual, often seen working on deciphering alien codes and signals. Their relationship with Mercer is built on mutual respect and collaboration, as they both navigate the complexities of their mission. Jordan's expertise in interpreting data and their cautious yet firm approach make them an indispensable part of the team [Data: Sources (15, 16, 18, 24, 26)].\\n\\n## Taylor Cruz\\n\\nTaylor Cruz is another significant character who interacts with Agent Mercer. Cruz is depicted as a stern and authoritative figure, often emphasizing the importance of protocol and discipline. Their interactions with Mercer are marked by a blend of command and underlying tension, as Cruz's pragmatic approach sometimes clashes with Mercer's more intuitive and questioning nature. Despite this, Cruz's leadership and strategic mindset are crucial to the team's operations [Data: Sources (15, 16, 18, 24, 26)].\\n\\n## Sam Rivera\\n\\nSam Rivera is a cybersecurity expert who plays a vital role in the team's efforts to decode and understand alien communications. Rivera's interactions with Mercer are characterized by a blend of mentorship and camaraderie. They bring a sense of optimism and ingenuity to the team, often providing technical insights that complement Mercer's strategic thinking. Rivera's ability to adapt and innovate is a key asset in their mission [Data: Sources (15, 16, 18, 24, 26)].\\n\\n## Commentary\\n\\nThe interactions between Agent Mercer and these main characters highlight the diverse skill sets and personalities within the team. Each character brings a unique perspective and expertise, contributing to the overall dynamics and success of their mission. The blend of analytical, authoritative, and innovative approaches creates a balanced and effective team capable of tackling the unknown challenges they face.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11466,\n",
+       "    'output_tokens': 505,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  11  Jacob Collier and His Musical Collaborations   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Jacob Collier and His Musical Collaborations...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 12055},\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 23},\n",
-       "  {'query': 'What are the relationships between Alex Mercer and other key personnel like Sam Rivera, Taylor Cruz, and Jordan Hayes?',\n",
-       "   'answer': \"# Relationships Between Alex Mercer and Key Personnel\\n\\n## Alex Mercer and Sam Rivera\\n\\nAlex Mercer and Sam Rivera share a relationship characterized by mentorship and mutual respect. Alex's tone towards Sam is respectful, acknowledging the latter's potential and the weight of expectations placed upon him [Data: Sources (2)]. Sam's role as a guiding intellect in the mission is affirmed by Alex, who values Sam's keen observations and analytical skills [Data: Sources (2)]. This dynamic is further highlighted by their synchronized actions and mutual understanding during critical moments of the mission [Data: Sources (2)].\\n\\n## Alex Mercer and Taylor Cruz\\n\\nThe relationship between Alex Mercer and Taylor Cruz is complex, marked by a blend of authority, compliance, and occasional tension. Taylor Cruz is depicted as a commanding figure with a robust confidence that sometimes borders on tyrannical [Data: Sources (2)]. Alex, while adhering to the chain of command, often finds himself at odds with Taylor's strict protocols, especially when the mission's uncertainties demand a more flexible approach [Data: Sources (2)]. Despite this, there are moments of unexpected agreement and mutual acknowledgment of the mission's gravity, indicating a nuanced and evolving relationship [Data: Sources (2)].\\n\\n## Alex Mercer and Dr. Jordan Hayes\\n\\nAlex Mercer and Dr. Jordan Hayes share a professional relationship built on mutual respect and collaboration. Jordan Hayes is a critical figure in the mission, leading efforts in decrypting and interpreting alien signals [Data: Reports (4)]. Alex values Jordan's analytical skills and often engages in discussions that challenge the mission's narrative and protocols [Data: Sources (2)]. Their interactions are marked by a shared understanding of the mission's stakes and a commitment to uncovering the truth, even when it means questioning established protocols [Data: Sources (2)].\\n\\n## Conclusion\\n\\nAlex Mercer's relationships with Sam Rivera, Taylor Cruz, and Dr. Jordan Hayes are integral to the dynamics of the Paranormal Military Squad. These relationships are characterized by mentorship, authority, mutual respect, and occasional tension, reflecting the complexities of their mission and the high stakes involved.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "  {'query': \"What are the main skills and attributes that define Agent Mercer's character?\",\n",
+       "   'answer': \"# Main Skills and Attributes of Agent Mercer\\n\\n## Determination and Leadership\\n\\nAgent Alex Mercer is characterized by his unwavering determination and strong leadership qualities. Throughout the mission, Mercer consistently demonstrates a steadfast resolve, even in the face of daunting challenges. His ability to maintain focus and drive the team forward is evident in his interactions with other team members, where he often takes on a guiding role [Data: Sources (15, 16, 18, 23, 24)]. For instance, Mercer's leadership is highlighted when he encourages Dr. Jordan Hayes to look for patterns and anomalies in the alien data, emphasizing the importance of their mission and the potential for groundbreaking discoveries [Data: Sources (24, 26)].\\n\\n## Strategic Thinking and Adaptability\\n\\nMercer exhibits a high level of strategic thinking and adaptability, essential traits for navigating the complexities of their mission. He is able to balance the need for caution with the drive for discovery, ensuring that the team remains focused on their objectives while being prepared for any unforeseen developments. This is particularly evident when Mercer acknowledges the need to tread carefully in their interactions with the alien signal, understanding the potential implications of their actions [Data: Sources (24, 26, 30)]. His ability to adapt to new information and adjust their approach accordingly is a testament to his strategic mindset.\\n\\n## Collaboration and Communication\\n\\nEffective collaboration and communication are key attributes of Mercer's character. He fosters a sense of teamwork and mutual respect among the team members, recognizing the value of each individual's expertise. This is seen in his interactions with Dr. Jordan Hayes and Sam Rivera, where he encourages open dialogue and values their input in deciphering the alien signal [Data: Sources (15, 16, 18, 24, 26)]. Mercer's ability to communicate clearly and effectively helps to maintain cohesion within the team, ensuring that everyone is aligned with their mission goals.\\n\\n## Analytical Skills and Attention to Detail\\n\\nMercer's analytical skills and attention to detail are crucial in the context of their mission. He is able to identify patterns and anomalies in the data, guiding the team towards potential breakthroughs. His analytical approach is complemented by a keen attention to detail, which allows him to meticulously assess the information at hand and make informed decisions [Data: Sources (15, 24, 26)]. This combination of skills is vital in navigating the complexities of their mission and uncovering the hidden truths within the alien signal.\\n\\n## Resilience and Composure\\n\\nResilience and composure are defining attributes of Mercer's character, enabling him to remain calm and focused under pressure. Throughout the mission, Mercer consistently demonstrates an ability to handle stress and maintain a level-headed approach, even in the face of uncertainty and potential danger [Data: Sources (15, 16, 18, 24, 26)]. His composure helps to instill confidence in the team, providing a steadying influence that is essential for their success.\\n\\nIn summary, Agent Alex Mercer is defined by his determination, leadership, strategic thinking, adaptability, collaboration, communication, analytical skills, attention to detail, resilience, and composure. These attributes collectively contribute to his effectiveness as a leader and his ability to navigate the complexities of their mission.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11312,\n",
+       "    'output_tokens': 771,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  43  Ben Bloomberg and the Harmoniser Project   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Ben Bloomberg and the Harmoniser Project\\n\\n...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11965},\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 24},\n",
-       "  {'query': 'What specific missions has Alex Mercer been involved in within the Paranormal Military Squad?',\n",
-       "   'answer': \"Alex Mercer is a prominent figure within the Paranormal Military Squad, primarily involved in missions centered around interstellar communication and extraterrestrial engagement. His leadership and diplomatic skills are crucial in guiding the team through complex and unprecedented scenarios. Below are some specific missions and activities that highlight his involvement within the squad:\\n\\n### Dulce Base Operations\\n\\nAlex Mercer plays a significant role in the operations at Dulce Base, which serves as the central hub for the Paranormal Military Squad's efforts in interstellar communication. The base is the site of significant technological and strategic activities aimed at establishing contact with alien intelligence [Data: Reports (4)]. Mercer's leadership is evident in his strategic planning and diplomatic approach to potential extraterrestrial contact [Data: Reports (4); Sources (5)].\\n\\n### First Contact with Extraterrestrial Beings\\n\\nOne of the most critical missions Mercer has been involved in is the suspected first contact with extraterrestrial beings. This mission involves decrypting and interpreting alien signals, a task that Mercer oversees with a focus on understanding rather than confrontation. His leadership during this mission is characterized by a balance of caution and curiosity, ensuring that the team approaches the unknown with both prudence and an open mind [Data: Reports (4); Sources (5)].\\n\\n### Collaboration with Key Team Members\\n\\nMercer works closely with other key figures in the squad, such as Dr. Jordan Hayes and Taylor Cruz. His interactions with these team members are marked by mutual respect and collaboration, which are essential for the success of their missions. For instance, during the decryption of alien signals, Mercer relies on Hayes' analytical skills while providing strategic oversight and maintaining team morale [Data: Reports (4); Sources (5)].\\n\\n### Strategic and Diplomatic Leadership\\n\\nThroughout various missions, Mercer's strategic and diplomatic leadership is a recurring theme. He often emphasizes the importance of understanding and diplomacy in their interactions with extraterrestrial intelligence. This approach is crucial in navigating the complexities of interstellar communication and ensuring that the squad's actions are measured and thoughtful [Data: Reports (4); Sources (5)].\\n\\nIn summary, Alex Mercer's involvement in the Paranormal Military Squad is marked by his leadership in interstellar communication efforts, his role in the suspected first contact with extraterrestrial beings, and his strategic and diplomatic approach to missions. His ability to collaborate effectively with other key team members further underscores his importance within the squad.\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1   9  ; we are the threads that may weave a new cosm...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   8  ences the full spectrum of human curiosity and...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12655},\n",
+       "  {'query': \"How do themes such as betrayal and loyalty manifest in Agent Mercer's storyline?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 25},\n",
-       "  {'query': 'What are the specific responsibilities and tasks Alex Mercer handles in the Dulce Base mission?',\n",
-       "   'answer': \"# Responsibilities and Tasks of Alex Mercer in the Dulce Base Mission\\n\\n## Leadership and Oversight\\n\\nAlex Mercer plays a pivotal role in the operations at Dulce Base, primarily through his leadership and oversight responsibilities. He is depicted as a central figure who surveys his team and ensures that each member is focused on their respective tasks. His leadership is crucial in maintaining the team's concentration and morale, especially during high-stakes moments of extraterrestrial communication and decryption [Data: Reports (2); Sources (8)].\\n\\n## Coordination of Decryption Efforts\\n\\nOne of Mercer's key tasks is overseeing the decryption of alien signals. He works closely with team members like Jordan Hayes, Sam Rivera, and Taylor Cruz to interpret and respond to these signals. Mercer's role involves not just technical oversight but also strategic decision-making, ensuring that the team's efforts are aligned with the broader mission objectives [Data: Reports (2); Sources (8)].\\n\\n## Diplomatic Engagement\\n\\nMercer is also involved in the diplomatic aspects of the mission. He understands the gravity of their work and the potential implications of their communications with extraterrestrial intelligence. His statements often reflect a balance between cautious optimism and the need for measured responses, highlighting his role in shaping the team's approach to these unprecedented interactions [Data: Sources (8)].\\n\\n## Crisis Management\\n\\nIn moments of crisis, Mercer is the stabilizing force for the team. He provides clear directives and reassurances, helping to navigate the uncertainties and potential risks associated with their mission. His ability to remain composed under pressure is a critical asset, ensuring that the team can continue their work effectively even in the face of unexpected challenges [Data: Sources (8)].\\n\\n## Tactical Decision-Making\\n\\nMercer is responsible for making tactical decisions that impact the mission's success. Whether it's initiating communication protocols or deciding on the next steps in their decryption efforts, his decisions are informed by a deep understanding of both the technical and strategic aspects of their work. This dual focus allows him to guide the team through complex scenarios with a clear sense of purpose [Data: Reports (2); Sources (8)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's responsibilities at Dulce Base encompass leadership, coordination of decryption efforts, diplomatic engagement, crisis management, and tactical decision-making. His role is integral to the mission's success, providing both strategic oversight and hands-on involvement in the team's critical tasks.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11869},\n",
+       "  {'query': 'What are some significant missions that Agent Mercer has undertaken in the series?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 26},\n",
-       "  {'query': \"Can you provide more details on Alex Mercer's background and how he became a leader within the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
+       "  {'query': 'What are some notable storylines or books featuring Agent Mercer?',\n",
+       "   'answer': \"# Notable Storylines Featuring Agent Mercer\\n\\n## Paranormal Military Squad and Operation: Dulce\\n\\nOne of the most notable storylines featuring Agent Alex Mercer is detailed in the report titled *Paranormal Military Squad and Operation: Dulce*. This storyline revolves around a clandestine governmental faction known as the Paranormal Military Squad, which operates from Dulce Base in New Mexico. The squad is tasked with critical missions involving extraterrestrial communication and paranormal activities. Agent Mercer plays a central role in these missions, leading the squad with a focus on humanity's mission to explore and understand extraterrestrial phenomena [Data: Reports (63)].\\n\\n### Central Role of the Paranormal Military Squad\\n\\nIn this storyline, the Paranormal Military Squad is responsible for conducting Operation: Dulce, which involves decoding alien messages and engaging in interstellar communications. The success of this operation is crucial for understanding and mediating extraterrestrial interactions, which could have profound implications for humanity's future. Agent Mercer's leadership is pivotal in guiding the squad's efforts and ensuring that their activities align with the overarching goal of benefiting humanity [Data: Reports (63)].\\n\\n### Humanity's Inaugural Cosmological Discourse\\n\\nAnother significant aspect of this storyline is the squad's facilitation of humanity's inaugural cosmological discourse with an alien intelligence. This communication marks the beginning of a new era in human history, with the potential to reshape our understanding of the universe and our place within it. Agent Mercer is at the forefront of this transformative period, navigating the complexities of interstellar diplomacy [Data: Reports (63)].\\n\\n## Operation: Dulce\\n\\nIn the book *Operation: Dulce*, Agent Mercer is depicted as a determined and strategic leader. The storyline follows the Paranormal Military Squad as they navigate the dark corridors of Dulce Base, uncovering hidden truths and engaging in a cosmic dialogue that defies the boundaries of human understanding. Mercer's character is portrayed as a reliable and insightful leader, balancing military discipline with a profound curiosity about the unknown [Data: Sources (15, 20, 16, 18, 23, 24, 30)].\\n\\n### Leadership and Strategy\\n\\nThroughout the book, Mercer's leadership is highlighted as he guides his team through various challenges. His ability to remain calm and focused under pressure is a key element of the storyline, as the squad faces both physical and psychological threats. Mercer's strategic mind and dedication to the mission are crucial in navigating the complexities of their encounters with extraterrestrial intelligence [Data: Sources (15, 20, 16, 18, 23, 24, 30)].\\n\\n### Interstellar Communication\\n\\nA major theme in *Operation: Dulce* is the squad's efforts to establish communication with an alien intelligence. Mercer's role in this process is central, as he works closely with Dr. Jordan Hayes and other team members to decode and respond to the alien signals. This storyline explores the challenges and potential consequences of humanity's first contact with extraterrestrial beings, with Mercer playing a key role in shaping the outcome [Data: Sources (15, 20, 16, 18, 23, 24, 30)].\\n\\n## Conclusion\\n\\nAgent Alex Mercer is a central figure in the storylines and books related to the Paranormal Military Squad and Operation: Dulce. His leadership, strategic mind, and dedication to understanding extraterrestrial phenomena are key elements that drive the narrative forward. These storylines explore the complexities of interstellar communication and the potential implications for humanity's future, with Mercer at the forefront of these transformative missions.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 862,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 27},\n",
-       "  {'query': 'Are there any records or reports that detail other missions or projects undertaken by the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
+       "  {'query': 'Is Agent Mercer based on a real person or purely fictional?',\n",
+       "   'answer': \"Agent Alex Mercer is a purely fictional character created for the narrative surrounding the Dulce Base and the Paranormal Military Squad. The character is depicted as a key figure in decoding and responding to alien communication, leading a team that includes Taylor Cruz and Dr. Jordan Hayes [Data: Reports (50)]. Mercer's background as a former military member and his strategic mind are highlighted as crucial elements in ensuring the team's mission is successful [Data: Reports (50)]. The detailed interactions and roles within the team, as well as the specific scenarios described, further emphasize the fictional nature of the character [Data: Sources (20, 16, 18, 23, 15, 24, 26)]\",\n",
+       "   'score': 95,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 231,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 28},\n",
-       "  {'query': \"What are the key achievements and milestones of the Dulce Base mission under Alex Mercer's leadership?\",\n",
-       "   'answer': \"## Key Achievements and Milestones of the Dulce Base Mission under Alex Mercer's Leadership\\n\\n### Establishing First Contact\\n\\nOne of the most significant achievements of the Dulce Base mission was the successful establishment of first contact with extraterrestrial intelligence. Under Alex Mercer's leadership, the Paranormal Military Squad managed to decode and respond to an alien signal, marking humanity's first definitive leap into the cosmic community [Data: Reports (3); Sources (4, 8)]. This milestone was not just a technical achievement but also a profound moment in human history, as it opened the door to interstellar communication and potential collaboration.\\n\\n### Team Coordination and Expertise\\n\\nMercer's leadership was instrumental in coordinating a team with diverse skills and expertise. The team included Sam Rivera, Taylor Cruz, and Jordan Hayes, each bringing unique strengths to the mission. Mercer's ability to harness these individual talents and foster a collaborative environment was crucial for the mission's success. For instance, Sam Rivera's communication expertise and Jordan Hayes's analytical skills in deciphering alien signals were pivotal in navigating the complexities of the mission [Data: Reports (3); Sources (4)].\\n\\n### Overcoming Psychological and Environmental Challenges\\n\\nThe Dulce Military Base, located in the desolate terrain of New Mexico, presented significant psychological and environmental challenges. The base's ominous atmosphere and isolation could have impacted the team's well-being and the mission's success. However, under Mercer's leadership, the team managed to maintain their focus and resolve, effectively mitigating these challenges [Data: Reports (3)].\\n\\n### Strategic Use of Resources\\n\\nMercer demonstrated strategic acumen in utilizing the resources and infrastructure of the Dulce Military Base. The base provided the necessary support for the Paranormal Military Squad to conduct their sensitive operations securely. Mercer's ability to leverage these resources effectively was a key factor in the mission's achievements [Data: Reports (3)].\\n\\n### Transition from Exploration to Engagement\\n\\nA pivotal moment in the mission was the transition from exploration to engagement with the extraterrestrial signal. This shift required a change in objectives and a new approach to the mission. Mercer's leadership was crucial in guiding the team through this transition, ensuring that they adapted their strategies to meet the evolving demands of the mission [Data: Sources (4)].\\n\\n### Conclusion\\n\\nIn summary, Alex Mercer's leadership was marked by several key achievements and milestones, including establishing first contact with extraterrestrial intelligence, coordinating a highly skilled team, overcoming psychological and environmental challenges, strategically using resources, and successfully transitioning from exploration to engagement. These accomplishments underscore Mercer's pivotal role in the success of the Dulce Base mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     1  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     2  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     3  8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 11882},\n",
+       "  {'query': 'What are the key skills and attributes of Agent Mercer as depicted in popular media?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 29},\n",
-       "  {'query': \"How do other team members perceive Alex Mercer's leadership and contributions to the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
+       "  {'query': 'How has the character of Agent Mercer evolved over different narratives or series?',\n",
+       "   'answer': \"# Evolution of Agent Mercer Across Narratives\\n\\n## Introduction\\nAgent Alex Mercer is a central figure in the Paranormal Military Squad, a team engaged in missions involving galactic dialogue and groundbreaking revelations. Mercer's character is depicted through various narratives, showcasing his evolution from a disciplined soldier to a key player in interstellar communication and diplomacy.\\n\\n## Early Depictions\\nIn the initial stages, Mercer is portrayed as a determined and reliable agent, often seen as a soldier with a strong sense of duty. His interactions with other team members, such as Dr. Jordan Hayes and Taylor Cruz, highlight his commitment to the mission and his ability to adapt to the complexities of their tasks [Data: Sources (20, 16, 18)]. Mercer's early role is primarily focused on following protocols and ensuring the team's safety during their operations.\\n\\n## Development of Leadership and Mentorship\\nAs the narratives progress, Mercer's character begins to take on more leadership and mentorship roles. He is seen guiding and supporting other team members, such as Sam Rivera, and emphasizing the importance of intuition and trust in their mission [Data: Reports (22); Sources (16, 18)]. This shift in his character reflects his growing understanding of the mission's broader implications and his ability to inspire and mentor his colleagues.\\n\\n## Engagement with Alien Intelligence\\nMercer's evolution reaches a significant milestone when the team encounters alien signals and begins to engage in interstellar communication. His strategic thinking and ability to balance caution with curiosity become crucial as the team navigates the complexities of these interactions [Data: Sources (20, 23, 24)]. Mercer's role transitions from a soldier to a diplomat, highlighting his adaptability and the depth of his character.\\n\\n## Conclusion\\nAgent Alex Mercer's character evolves significantly across different narratives, from a disciplined soldier to a mentor and leader, and finally to a key figure in interstellar diplomacy. His journey reflects his ability to adapt to new challenges and his growing understanding of the mission's broader implications. This evolution underscores the complexity and depth of his character, making him a central figure in the Paranormal Military Squad's endeavors.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11120,\n",
+       "    'output_tokens': 536,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  22  Paranormal Military Squad and Technological Ex...   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Technological ...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 30},\n",
-       "  {'query': 'What specific technological advancements could result from the discovery of hidden alien technology?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
+       "  {'query': 'Can you provide examples of missions or operations led by Agent Mercer in various contexts?',\n",
+       "   'answer': \"## Examples of Missions or Operations Led by Agent Mercer in Various Contexts\\n\\n### Operation: Dulce\\n\\nAgent Alex Mercer is a pivotal figure in the Paranormal Military Squad, particularly noted for his leadership in Operation: Dulce. This mission involves decoding and responding to alien communication at Dulce Base. Mercer's role is crucial in guiding the team through the complexities of interstellar contact, balancing strategic decisions with a thoughtful approach to alien signals [Data: Reports (50)].\\n\\nIn one instance, Mercer leads his team through the dimly lit corridors of Dulce Base, navigating the eerie silence and the remnants of a hasty evacuation. His leadership is marked by a blend of caution and determination, as he collaborates closely with Dr. Jordan Hayes to sift through scattered reports and extract critical data from a neglected terminal [Data: Sources (20)]. This mission highlights Mercer's ability to maintain focus and drive the team forward despite the unsettling environment.\\n\\n### First Contact Protocols\\n\\nAnother significant aspect of Mercer's leadership is his involvement in establishing first contact protocols with alien entities. During the mission at Dulce Base, Mercer emphasizes the importance of a balanced strategy, ensuring that the team's response to alien signals is diplomatic and well-considered. This approach is crucial in maintaining communication and making critical decisions about interstellar contact [Data: Reports (50)].\\n\\nMercer's strategic mind is evident when he advises his team to tread carefully and communicate with purpose, recognizing the profound implications of their actions. His leadership in this context is not just about tactical decisions but also about fostering a sense of responsibility and caution among his team members [Data: Sources (24)].\\n\\n### Crisis Management and Adaptability\\n\\nMercer's leadership is also tested in high-pressure situations where adaptability is key. For example, during a critical moment in the Dulce mission, the team encounters a signal that evolves into a beacon, suggesting an intelligent design behind it. Mercer guides his team through the process of deciphering this signal, balancing the need for scientific inquiry with the practicalities of military protocol [Data: Sources (24)].\\n\\nIn another scenario, Mercer and his team face the challenge of interpreting a linguistic lock embedded in the alien signal. His ability to lead the team through this complex task, ensuring that they remain focused and collaborative, underscores his effectiveness as a leader in crisis situations [Data: Sources (24)].\\n\\n### Symbolic Leadership\\n\\nBeyond his tactical and strategic roles, Mercer's presence is a symbol of leadership within the team. His silhouette during the decryption process at Dulce Base represents his authoritative role and the respect he commands. This symbolic representation underscores the importance of his leadership in keeping the team grounded and focused on their mission [Data: Reports (50)].\\n\\nMercer's leadership style, characterized by a blend of strategic insight, caution, and symbolic presence, makes him a central figure in the missions and operations of the Paranormal Military Squad. His ability to navigate complex and high-stakes situations, while maintaining a balanced and thoughtful approach, highlights his effectiveness as a leader in various contexts.\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 751,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
        "   'id': 31},\n",
-       "  {'query': 'How might global politics change in response to the need for international cooperation in managing extraterrestrial contact?',\n",
+       "  {'query': 'What specific challenges have Mercer and Cruz faced during their missions?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 32},\n",
-       "  {'query': 'What are the potential psychological impacts on individuals and societies upon learning about extraterrestrial intelligence?',\n",
+       "  {'query': \"How does Dr. Jordan Hayes' technical expertise complement Mercer's leadership?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 33},\n",
-       "  {'query': 'How can humanity prepare for the ethical dilemmas that may arise from interspecies communication?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 34},\n",
-       "  {'query': 'What role will the Paranormal Military Squad Team play in future interstellar missions and explorations?',\n",
-       "   'answer': \"### The Role of the Paranormal Military Squad Team in Future Interstellar Missions and Explorations\\n\\nThe Paranormal Military Squad Team, based at Dulce Base, is poised to play a pivotal role in humanity's future interstellar missions and explorations. Their mission has evolved from mere observation to active engagement and preparation for communal outreach beyond the stars [Data: Reports (0)]. This proactive approach signifies their importance in establishing humanity's presence in the interstellar narrative and marks the beginning of a new era in human-alien relations [Data: Reports (0)].\\n\\n#### Key Responsibilities and Contributions\\n\\n1. **Deciphering Alien Code and Patterns**: One of the primary responsibilities of the team is to analyze extraterrestrial patterns and decipher alien code. Dr. Jordan Hayes, a key member of the team, plays a crucial role in this aspect. Their work involves interpreting first contact data and understanding the implications of evolving alien signals, which is essential for predicting extraterrestrial intentions and actions [Data: Reports (0); Sources (3, 10)].\\n\\n2. **Managing Interspecies Communication**: The team is also responsible for managing interspecies communication. This involves not only understanding alien languages but also establishing a dialogue that can bridge the gap between human and extraterrestrial intelligences. Agent Alex Mercer, with his multifaceted role, contributes significantly to this effort by analyzing paranormal activities and ensuring the operational aspects of the command center are in sync with the mission's objectives [Data: Reports (0); Sources (3, 10)].\\n\\n3. **Preparation for First Contact Scenarios**: The team is actively preparing for various first contact scenarios. This includes developing strategies to handle different types of extraterrestrial encounters, whether they are peaceful or potentially hostile. The collaboration among team members, such as Dr. Hayes, Agent Mercer, Sam Rivera, and Taylor Cruz, is crucial in this preparation, as it ensures a comprehensive approach to managing these scenarios [Data: Reports (0); Sources (3, 10)].\\n\\n4. **Scientific Breakthroughs and Technological Advancements**: The discovery of hidden technology and the analysis of alien signals suggest that the team is on the verge of significant scientific breakthroughs. These advancements could lead to new technologies that would be instrumental in future interstellar missions. Dr. Hayes' work, in particular, is highlighted as being on the cusp of such breakthroughs [Data: Reports (0); Sources (3, 10)].\\n\\n#### The Significance of Their Work\\n\\nThe Paranormal Military Squad Team's work is not just about understanding extraterrestrial life but also about ensuring humanity's readiness for interstellar exploration. Their efforts in deciphering alien codes, managing communication, and preparing for first contact are foundational to humanity's future in space. The team's role as humanity's vanguard underscores the significance of their work and the potential impact it could have on our understanding of the universe and our place within it [Data: Reports (0); Sources (3, 10)].\\n\\nIn conclusion, the Paranormal Military Squad Team at Dulce Base is set to play a critical role in future interstellar missions and explorations. Their expertise in analyzing extraterrestrial patterns, managing interspecies communication, and preparing for first contact scenarios positions them as key players in humanity's journey beyond Earth. Their work not only paves the way for scientific and technological advancements but also ensures that humanity is prepared for the challenges and opportunities that lie ahead in the cosmos.\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  10   every transmission,\" Jordan Hayes murmured, t...\n",
-       "     2   8  ences the full spectrum of human curiosity and...\n",
-       "     3   9  ; we are the threads that may weave a new cosm...},\n",
-       "    'token_ct': 12171},\n",
-       "   'id': 35},\n",
-       "  {'query': \"How does Mercer's military background influence his approach to leadership and decision-making?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 36},\n",
-       "  {'query': \"What specific instances demonstrate Mercer's ability to balance optimism and caution within the team?\",\n",
-       "   'answer': \"### Mercer's Leadership: Balancing Optimism and Caution within the Team\\n\\n**1. Mentorship and Guidance**\\n\\nAlex Mercer plays a pivotal role in guiding Sam Rivera and the rest of the team through their mission at Dulce Base. His mentorship is evident when he instills belief and confidence in Sam, who is tasked with adapting their gear to communicate with extraterrestrial signals. Mercer's support helps Sam maintain an optimistic outlook, even as they face the unknown [Data: Sources (3)].\\n\\n**2. Addressing Team Dynamics**\\n\\nMercer demonstrates his ability to balance optimism and caution during a critical briefing where Dr. Jordan Hayes presents a hypothesis about signal disruptions syncing with star alignments. While Taylor Cruz dismisses it as mystic conjecture, Mercer defends the hypothesis, emphasizing that it is based on observed phenomena. This instance shows Mercer's willingness to entertain optimistic theories while grounding them in scientific observation [Data: Sources (3)].\\n\\n**3. Strategic Decision-Making**\\n\\nIn another instance, Mercer faces a moment of decision when the team decodes a message containing coordinates and a warning. He contemplates whether the warning is out of concern or a threat, ultimately deciding that understanding the intent is crucial. This decision reflects Mercer's cautious approach to potential risks while maintaining an optimistic drive to uncover the truth [Data: Sources (3)].\\n\\n**4. Encouraging a Balanced Approach**\\n\\nMercer’s leadership style is further highlighted when he advises the team to approach their mission with the aim to understand rather than confront. This guidance helps the team navigate their roles as both protectors and explorers, balancing the need for caution with the excitement of discovery [Data: Sources (5)].\\n\\n**5. Fostering Team Unity**\\n\\nThroughout their mission, Mercer fosters a sense of unity and shared purpose within the team. His ability to balance optimism and caution is crucial in maintaining morale and ensuring that the team remains focused on their objectives, despite the uncertainties they face [Data: Sources (5)].\\n\\n### Conclusion\\n\\nAlex Mercer’s leadership is characterized by his ability to balance optimism and caution, guiding his team through complex and uncertain situations. His mentorship, strategic decision-making, and emphasis on understanding over confrontation are key instances that demonstrate this balance.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 11762},\n",
-       "   'id': 37},\n",
-       "  {'query': 'How does Mercer handle conflicts or disagreements among team members?',\n",
-       "   'answer': \"## Mercer's Approach to Conflict Resolution Among Team Members\\n\\n### Observational Leadership\\n\\nAlex Mercer demonstrates a keen ability to observe and understand the dynamics within his team. He is often seen watching his companions closely, noting their interactions and the subtle shifts in their behavior. This observational approach allows him to gauge the underlying tensions and address them before they escalate [Data: Sources (3, 4)].\\n\\n### Direct Confrontation and Mediation\\n\\nWhen conflicts arise, Mercer does not shy away from direct confrontation. For instance, during a heated discussion about the nature of the extraterrestrial signals, Taylor Cruz dismisses the hypothesis as 'mystic conjecture.' Mercer immediately steps in, facing Taylor squarely and asserting that the hypothesis is based on observed phenomena, not mysticism. This direct approach helps to clarify misunderstandings and refocus the team on their shared objectives [Data: Sources (3)].\\n\\n### Balancing Caution and Curiosity\\n\\nMercer also balances the team's cautious and curious perspectives. He acknowledges Taylor Cruz's practical concerns while encouraging the team's scientific curiosity. This balance is crucial in maintaining a productive and harmonious working environment. For example, when the team deciphers a potentially dangerous message, Mercer emphasizes the importance of understanding the intent behind the warning, whether it is out of concern or a threat, thus ensuring that all viewpoints are considered [Data: Sources (3, 4)].\\n\\n### Encouraging Collaboration and Unity\\n\\nMercer fosters a sense of unity and collaboration among the team members. He recognizes the importance of each member's contributions and encourages them to work together towards their common goal. This is evident when he reassures the team that they will face the challenges as a united front, emphasizing their collective strength and shared mission [Data: Sources (3, 4)].\\n\\n### Strategic Decision-Making\\n\\nIn moments of critical decision-making, Mercer relies on a strategic approach. He listens to the input from all team members, weighs the potential risks and benefits, and makes informed decisions that align with their mission objectives. This strategic mindset helps to resolve conflicts by providing clear direction and purpose [Data: Sources (3, 4)].\\n\\nOverall, Alex Mercer's approach to handling conflicts and disagreements among team members is characterized by his observational leadership, direct confrontation, balance of caution and curiosity, encouragement of collaboration, and strategic decision-making. These qualities enable him to maintain a cohesive and effective team, even in the face of unprecedented challenges.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  4   were at once coherent and enigmatic: \"*Voyage...},\n",
-       "    'token_ct': 11805},\n",
-       "   'id': 38},\n",
-       "  {'query': \"In what ways does Mercer's mentorship impact the team's overall performance and morale?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 39},\n",
-       "  {'query': \"What are some examples of Mercer's use of empathy in his interactions with both team members and extraterrestrial communications?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 40},\n",
-       "  {'query': 'What specific skills does Alex Mercer bring to the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 41},\n",
-       "  {'query': \"How does Alex Mercer's leadership style impact the team's dynamics?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 42},\n",
-       "  {'query': 'What are some challenges Alex Mercer faces during the mission at Dulce Base?',\n",
-       "   'answer': \"# Challenges Faced by Alex Mercer During the Mission at Dulce Base\\n\\n## Psychological and Environmental Strain\\n\\nOne of the primary challenges Alex Mercer faces during the mission at Dulce Base is the psychological strain induced by the base's ominous atmosphere. The desolate terrain of New Mexico and the isolated nature of the Dulce Military Base contribute to a sense of foreboding and unease among the team members. This environment can affect their psychological well-being and potentially impact the success of the mission [Data: Reports (3)]. The eerie silence and the chilling corridors of the base amplify this strain, making it difficult for Mercer and his team to maintain their composure and focus [Data: Sources (2, 8)].\\n\\n## Leadership and Team Dynamics\\n\\nAs a leader, Mercer also grapples with the complexities of team dynamics. He must navigate the hierarchical structure and the varying personalities within the Paranormal Military Squad. For instance, his interactions with Sam Rivera highlight a mentorship dynamic, where Mercer must balance respect and authority while fostering Rivera's potential [Data: Sources (2)]. Additionally, Mercer's relationship with Taylor Cruz is marked by a tension between command and collaboration, as Cruz's assertive nature sometimes clashes with Mercer's more contemplative approach [Data: Sources (2, 8)].\\n\\n## Uncertainty and the Unknown\\n\\nThe mission's core objective—establishing contact with extraterrestrial intelligence—introduces a significant element of uncertainty. Mercer and his team are constantly on edge, anticipating the unknown and preparing for any anomalies that may arise. This is evident in their cautious approach to deciphering alien signals and the potential implications of these communications [Data: Reports (3); Sources (2, 8)]. The unpredictability of the mission requires Mercer to remain vigilant and adaptable, ensuring that his team is ready to respond to any unforeseen challenges.\\n\\n## Technological and Tactical Challenges\\n\\nMercer also faces technological and tactical challenges during the mission. The advanced alien technology they encounter requires careful analysis and understanding, which can be a daunting task given its complexity and potential implications. The team must work together to decode and interpret these technologies, often under time constraints and the pressure of potential threats [Data: Sources (2, 8)]. Additionally, the tactical aspect of the mission involves navigating the base's labyrinthine structure and dealing with any security measures or unexpected encounters that may arise.\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer faces a multifaceted array of challenges during the mission at Dulce Base. These include psychological and environmental strain, leadership and team dynamics, uncertainty and the unknown, and technological and tactical challenges. Each of these factors requires Mercer to draw upon his experience, adaptability, and leadership skills to guide his team through the mission successfully.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11906},\n",
-       "   'id': 43},\n",
-       "  {'query': 'How does Alex Mercer interact with other key team members like Jordan Hayes and Sam Rivera?',\n",
-       "   'answer': \"# Alex Mercer's Interactions with Key Team Members\\n\\n## Interaction with Jordan Hayes\\n\\nAlex Mercer and Dr. Jordan Hayes share a professional relationship characterized by mutual respect and collaboration. Mercer often relies on Hayes' expertise in decrypting and interpreting alien signals, recognizing the critical role Hayes plays in their mission. For instance, during a tense moment in the Dulce Base, Mercer acknowledges Hayes' analytical skills and encourages a methodical approach to their tasks [Data: Reports (4); Sources (2)]. This dynamic is evident when Mercer supports Hayes' efforts to decode complex alien messages, emphasizing the importance of understanding and translating intentions accurately [Data: Sources (3, 5)]. Their interactions are marked by a balance of leadership and intellectual partnership, with Mercer valuing Hayes' contributions to the team's objectives.\\n\\n## Interaction with Sam Rivera\\n\\nMercer's relationship with Sam Rivera is one of mentorship and guidance. He recognizes Rivera's potential and keen intellect, often providing support and encouragement. In one instance, Mercer shows approval of Rivera's observations about signal inconsistencies, affirming Rivera's role as a guiding intellect within the team [Data: Sources (2)]. This mentorship is further highlighted when Mercer and Rivera work together to adapt their systems for alien communication, with Mercer fostering an environment where Rivera's skills can flourish [Data: Sources (3, 5)]. Their interactions reflect a dynamic where Mercer acts as a mentor, helping Rivera navigate the complexities of their mission while ensuring that Rivera's contributions are acknowledged and valued.\\n\\n## Collaborative Dynamics\\n\\nOverall, Alex Mercer's interactions with Jordan Hayes and Sam Rivera are integral to the success of the Paranormal Military Squad's mission. Mercer's leadership style is collaborative, fostering a team environment where each member's expertise is leveraged for the greater good. He balances authority with support, ensuring that both Hayes and Rivera feel empowered to contribute their unique skills to the team's objectives. This approach not only strengthens the team's cohesion but also enhances their ability to tackle the challenges posed by their interstellar communication efforts [Data: Reports (4); Sources (2, 3, 5)].\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 11968},\n",
-       "   'id': 44},\n",
-       "  {'query': \"What are the broader implications of Alex Mercer's decisions during Operation: Dulce?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 45},\n",
-       "  {'query': 'What are the specific skills and expertise that Alex Mercer brings to the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 46},\n",
-       "  {'query': \"How does Alex Mercer's leadership style differ from that of other key figures in the squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 47},\n",
-       "  {'query': 'Can you provide more details on the suspected first contact mission and its outcomes?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 48},\n",
-       "  {'query': \"What are the technological advancements and strategies employed at Dulce Base under Mercer's leadership?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 49},\n",
-       "  {'query': 'How do the dynamics between Alex Mercer and other team members, such as Dr. Jordan Hayes and Taylor Cruz, influence the success of their missions?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 50},\n",
-       "  {'query': 'What specific missions or operations has Alex Mercer led prior to Operation: Dulce?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 51},\n",
-       "  {'query': \"How does Alex Mercer's leadership style compare to that of other key figures in the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 52},\n",
-       "  {'query': 'What are the key challenges Alex Mercer faces in leading Operation: Dulce?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 53},\n",
-       "  {'query': 'How does Alex Mercer collaborate with Dr. Jordan Hayes and Taylor Cruz in the mission?',\n",
-       "   'answer': \"# Collaboration Dynamics of Alex Mercer with Dr. Jordan Hayes and Taylor Cruz in the Mission\\n\\n## Alex Mercer's Leadership and Diplomatic Role\\n\\nAlex Mercer is recognized as a leader within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. His leadership is characterized by a diplomatic approach to potential extraterrestrial contact and a focus on strategic planning [Data: Reports (4)]. Mercer's interactions with his team members, particularly Dr. Jordan Hayes and Taylor Cruz, highlight a collaborative yet complex dynamic essential for the mission's success.\\n\\n## Collaboration with Dr. Jordan Hayes\\n\\nDr. Jordan Hayes plays a critical role in decrypting and analyzing alien signals, and their methodical approach is crucial to the squad's communication efforts [Data: Reports (4)]. Mercer and Hayes share a mutual respect for each other's expertise, which is evident in their interactions. For instance, during a critical moment in the mission, Mercer acknowledges Hayes' analytical skills and encourages them to focus on the syntax and nuances of the alien signals, emphasizing the importance of understanding intentions rather than just decoding messages [Data: Sources (8)]. This collaboration underscores the reliance on Hayes' skills and the trust Mercer places in their judgment.\\n\\n## Interaction with Taylor Cruz\\n\\nTaylor Cruz is depicted as a commanding figure within the squad, known for their cautious and strategic approach. Cruz's role involves providing pragmatic oversight and exercising skepticism, particularly during the interstellar communication process [Data: Reports (4)]. The relationship between Mercer and Cruz is marked by a balance of authority and collaboration. For example, during a briefing, Cruz's assertiveness and focus on actionable intelligence complement Mercer's diplomatic stance, creating a dynamic where both strategic caution and open-minded exploration are valued [Data: Sources (3)]. This balance is crucial for navigating the uncertainties of their mission.\\n\\n## Team Dynamics and Mission Success\\n\\nThe collaboration between Mercer, Hayes, and Cruz is a testament to the importance of diverse perspectives and expertise in achieving the squad's objectives. Mercer's diplomatic leadership, Hayes' analytical prowess, and Cruz's strategic caution create a well-rounded team capable of addressing the multifaceted challenges of interstellar communication. Their interactions reflect a shared commitment to the mission, with each member contributing their strengths to ensure the success of their groundbreaking endeavor [Data: Reports (4); Sources (3, 8)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's collaboration with Dr. Jordan Hayes and Taylor Cruz is characterized by mutual respect, strategic planning, and a balance of caution and open-mindedness. This dynamic is essential for the Paranormal Military Squad's mission to establish contact with alien intelligence, highlighting the importance of teamwork and diverse expertise in navigating the unknown.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 12084},\n",
-       "   'id': 54},\n",
-       "  {'query': 'What training programs or experiences have specifically prepared Alex Mercer for extraterrestrial communication?',\n",
-       "   'answer': \"Agent Alex Mercer is a key member of the Paranormal Military Squad Team at Dulce Base, where his role encompasses the analysis of paranormal activities and the operational aspects of the command center [Data: Reports (0)]. His experiences and training have uniquely positioned him to handle the complexities of extraterrestrial communication and engagement. The following sections detail the specific training programs and experiences that have prepared him for this role. \\n\\n### Operational Experience at Dulce Base\\n\\nAlex Mercer's involvement at Dulce Base has been integral to the team's mission of analyzing extraterrestrial patterns and preparing for first contact scenarios. His operational experience includes overseeing the command center's activities and ensuring the smooth execution of protocols during critical missions [Data: Reports (0)]. This hands-on experience has provided him with a deep understanding of the technological and strategic aspects required for extraterrestrial communication.\\n\\n### Psychological Preparedness and Intuition\\n\\nMercer's role also involves significant psychological preparedness, as evidenced by his discussions about intuition and trust with his colleagues [Data: Reports (0); Sources (8)]. This aspect of his training is crucial for interpreting and responding to alien signals, which often require a blend of analytical skills and intuitive understanding. His ability to navigate the psychological complexities of the mission underscores his readiness for extraterrestrial communication.\\n\\n### Collaboration and Team Dynamics\\n\\nAlex Mercer's collaboration with other key team members, such as Dr. Jordan Hayes, Sam Rivera, and Taylor Cruz, has been essential in managing interspecies communication [Data: Reports (0)]. Working closely with experts in alien code deciphering and pattern analysis has enriched his knowledge and skills, making him a well-rounded agent capable of handling the multifaceted challenges of extraterrestrial engagement.\\n\\n### First Contact Event Observation\\n\\nMercer's observation of the first contact event and his shared concerns about its larger implications highlight his direct involvement in critical moments of extraterrestrial communication [Data: Reports (0); Sources (8)]. This experience has provided him with firsthand insights into the nuances of alien interactions and the importance of measured responses.\\n\\n### Conclusion\\n\\nIn summary, Alex Mercer's training and experiences at Dulce Base, combined with his psychological preparedness, collaborative efforts, and direct involvement in first contact events, have specifically prepared him for the complexities of extraterrestrial communication. His multifaceted role within the Paranormal Military Squad Team underscores his readiness to navigate the challenges of interstellar engagement.\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11948},\n",
-       "   'id': 55},\n",
-       "  {'query': \"What were Dr. Jordan Hayes' specific contributions during the first contact event?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 56},\n",
-       "  {'query': \"How did Taylor Cruz's actions and decisions impact the first contact event?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 57},\n",
-       "  {'query': 'What were the main challenges faced by the Paranormal Military Squad during the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 58},\n",
-       "  {'query': 'How did the team prepare for the first contact event at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 59},\n",
-       "  {'query': 'What were the immediate outcomes of the first contact event for the Paranormal Military Squad?',\n",
-       "   'answer': \"# Immediate Outcomes of the First Contact Event for the Paranormal Military Squad\\n\\n## Shift in Mission Focus\\n\\nThe first contact event marked a significant shift in the mission of the Paranormal Military Squad Team at Dulce Base. Initially focused on observation, the team transitioned to active engagement and preparation for interstellar communication. This proactive approach aimed to establish humanity's presence in the interstellar narrative, indicating a historic effort to engage in extraterrestrial communication [Data: Reports (0)].\\n\\n## Psychological and Operational Challenges\\n\\nThe event brought about psychological and operational challenges for the team members. Agent Alex Mercer, for instance, experienced a conflict between compliance with protocols and his natural inclination to question and explore. This internal struggle was evident during briefings and interactions with other team members, such as Taylor Cruz and Dr. Jordan Hayes [Data: Sources (0, 11)]. The psychological complexities of the mission were further highlighted by the need for intuition and trust, as emphasized by Mercer's discussions with colleagues [Data: Reports (0); Sources (0)].\\n\\n## Enhanced Collaboration and Team Dynamics\\n\\nThe first contact event also led to enhanced collaboration and strengthened relationships within the team. Dr. Jordan Hayes and Agent Alex Mercer worked closely on managing interspecies communication, a task essential for the mission's success. Their collaboration, along with that of other team members like Sam Rivera and Taylor Cruz, underscored the collective effort required to decipher alien code and prepare for first contact [Data: Reports (0); Sources (0)].\\n\\n## Technological and Scientific Breakthroughs\\n\\nThe event spurred significant technological and scientific advancements. Dr. Jordan Hayes played a critical role in deciphering alien code and interpreting extraterrestrial patterns, suggesting that the team was on the verge of a scientific breakthrough. The discovery of hidden technology and evolving alien signals indicated potential advancements in understanding extraterrestrial intelligence [Data: Reports (0); Sources (0)].\\n\\n## Strategic and Tactical Adjustments\\n\\nFinally, the first contact event necessitated strategic and tactical adjustments. The team had to adapt their protocols and strategies to manage the new challenges posed by extraterrestrial communication. This included balancing the need for adherence to protocols with the flexibility required to navigate the unknown variables of the mission [Data: Reports (0); Sources (0)].\\n\\nOverall, the immediate outcomes of the first contact event for the Paranormal Military Squad were multifaceted, involving shifts in mission focus, psychological and operational challenges, enhanced collaboration, technological breakthroughs, and strategic adjustments.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     4   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     5   3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11357},\n",
-       "   'id': 60},\n",
-       "  {'query': 'What specific roles do each of the team members play in Operation: Dulce?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 61},\n",
-       "  {'query': 'What are the potential risks and challenges associated with establishing contact with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': -inf,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1  7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  6  cribed not in the dust of desert confines, but...},\n",
-       "    'token_ct': 11385},\n",
-       "   'id': 62},\n",
-       "  {'query': \"How does the Dulce Military Base's location and environment impact the operation?\",\n",
-       "   'answer': \"# Impact of Dulce Military Base's Location and Environment on Operations\\n\\n## Strategic Location and Secrecy\\n\\nDulce Military Base is situated in New Mexico, a location that offers significant strategic advantages for the Paranormal Military Squad's operations. The remote and isolated environment of New Mexico provides a natural barrier against unauthorized access and prying eyes, ensuring that the highly classified activities conducted at the base remain concealed from the public and potential adversaries. This seclusion is crucial for maintaining the secrecy of the base's operations, which include extraterrestrial communication and research [Data: Reports (2)].\\n\\n## Environmental Challenges\\n\\nThe harsh desert environment of New Mexico presents both challenges and advantages for the operations at Dulce Base. The extreme temperatures and arid conditions can be taxing on both personnel and equipment, requiring specialized training and robust infrastructure to ensure operational efficiency. However, these same conditions also serve as a deterrent to intruders and reduce the likelihood of accidental discovery by civilians [Data: Reports (2)].\\n\\n## Technological and Logistical Considerations\\n\\nThe remote location necessitates advanced logistical planning to ensure the continuous supply of essential resources such as food, water, and medical supplies. Additionally, the base must be equipped with state-of-the-art technology to facilitate the decryption of alien signals and maintain communication with extraterrestrial intelligence. The isolation also means that the base must be largely self-sufficient, with its own power generation and waste management systems [Data: Reports (2)].\\n\\n## Psychological Impact on Personnel\\n\\nThe isolation and secrecy of Dulce Base can have significant psychological effects on the personnel stationed there. The lack of social interaction with the outside world and the high-stakes nature of their work can lead to increased stress and mental fatigue. It is essential for the base to have measures in place to support the mental well-being of its staff, including regular psychological evaluations and access to mental health resources [Data: Reports (2)].\\n\\n## Conclusion\\n\\nIn summary, the location and environment of Dulce Military Base play a critical role in shaping its operations. While the remote and harsh conditions provide a secure and controlled setting for conducting sensitive extraterrestrial research, they also pose logistical and psychological challenges that must be carefully managed to ensure the success of the base's mission.\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     1  7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     2  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11838},\n",
-       "   'id': 63},\n",
-       "  {'query': 'What are the long-term implications for national security if Operation: Dulce is successful?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 64},\n",
-       "  {'query': 'How does the Paranormal Military Squad prepare for the psychological challenges of the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 65},\n",
-       "  {'query': \"How does Alex Mercer's leadership style differ from that of Taylor Cruz?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 66},\n",
-       "  {'query': 'What are some challenges Alex Mercer faces in his role within the team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 67},\n",
-       "  {'query': \"How does Alex Mercer's diplomatic approach influence the team's interactions with extraterrestrial intelligence?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 68},\n",
-       "  {'query': 'Can you provide more details on the relationship dynamics between Alex Mercer and Dr. Jordan Hayes?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 69},\n",
-       "  {'query': 'What specific missions has Alex Mercer led within the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 70},\n",
-       "  {'query': \"How does Alex Mercer's leadership style compare to that of Taylor Cruz?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 71},\n",
-       "  {'query': 'What are the key challenges Alex Mercer faces in his role?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 72},\n",
-       "  {'query': \"How has Alex Mercer's background prepared him for his role in the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 73},\n",
-       "  {'query': \"What are the implications of Alex Mercer's suspected involvement in first contact with extraterrestrial beings?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 74},\n",
-       "  {'query': 'What specific challenges has Alex Mercer faced in his diplomatic efforts with extraterrestrial beings?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 75},\n",
-       "  {'query': \"How do other team members perceive Alex Mercer's leadership and diplomatic strategies?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 76},\n",
-       "  {'query': \"What role does technology play in enhancing Alex Mercer's diplomatic efforts?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 77},\n",
-       "  {'query': 'Can you provide examples of successful communications or breakthroughs achieved by Alex Mercer and his team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 78},\n",
-       "  {'query': \"How does Alex Mercer's approach compare to other known strategies for interstellar communication?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 79},\n",
-       "  {'query': 'What specific missions has Alex Mercer been involved in with the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 80},\n",
-       "  {'query': \"How does Alex Mercer's military background influence his approach to extraterrestrial communication?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 81},\n",
-       "  {'query': 'What are some of the psychological challenges Alex Mercer faces in his role?',\n",
-       "   'answer': \"# Psychological Challenges Faced by Alex Mercer in His Role\\n\\n## The Weight of Command\\n\\nAlex Mercer, a key figure in the Paranormal Military Squad at Dulce Base, faces significant psychological challenges stemming from his leadership role. As the team leader, Mercer is responsible for making critical decisions that could have far-reaching consequences. This immense responsibility weighs heavily on him, as evidenced by his contemplative demeanor and the pressure to balance the safety of his team with the mission's objectives [Data: Sources (3, 8)]. The need to maintain a calm and authoritative presence while navigating the unknown adds to his mental burden.\\n\\n## Navigating Uncertainty and Risk\\n\\nMercer is constantly confronted with the uncertainty and potential dangers of extraterrestrial communication. The enigmatic nature of the signals and the possibility of encountering hostile entities create a backdrop of perpetual risk. This uncertainty requires Mercer to remain vigilant and adaptable, often making decisions with incomplete information. The psychological strain of operating under such conditions is palpable, as he must weigh the potential benefits of contact against the risks of catastrophic outcomes [Data: Sources (3, 8)].\\n\\n## Balancing Team Dynamics\\n\\nAnother significant challenge for Mercer is managing the diverse personalities and expertise within his team. The team includes individuals like Taylor Cruz, who brings a cautious and pragmatic approach, and Sam Rivera, whose optimism and technical prowess drive the mission forward. Balancing these differing perspectives and maintaining team cohesion is a delicate task that requires Mercer to be both a leader and a mediator. The psychological toll of ensuring that each team member's strengths are utilized while mitigating conflicts is considerable [Data: Reports (5); Sources (3, 8)].\\n\\n## The Burden of Potential Failure\\n\\nThe potential for failure and its implications for humanity add another layer of psychological stress for Mercer. The mission's success could redefine humanity's understanding of the universe, while failure could result in dire consequences. This high-stakes environment means that every decision Mercer makes is fraught with the possibility of failure, which can be mentally exhausting. The pressure to succeed not only for the mission but for the broader implications for humanity is a constant source of stress [Data: Sources (3, 8)].\\n\\n## Coping with Isolation and Secrecy\\n\\nOperating within the confines of Dulce Base, Mercer and his team are isolated from the outside world, working in a highly secretive environment. This isolation can lead to feelings of loneliness and detachment, further exacerbating the psychological challenges he faces. The need to keep the mission's details confidential adds another layer of stress, as Mercer must navigate the complexities of secrecy while maintaining his team's morale and focus [Data: Sources (3, 8)].\\n\\nIn summary, Alex Mercer faces a multitude of psychological challenges in his role, including the weight of command, navigating uncertainty and risk, balancing team dynamics, the burden of potential failure, and coping with isolation and secrecy. These factors combine to create a highly stressful and demanding environment that tests Mercer's mental resilience and leadership abilities.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11914},\n",
-       "   'id': 82},\n",
-       "  {'query': \"How do Alex Mercer's colleagues perceive his contributions to the team?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 83},\n",
-       "  {'query': 'What training did Alex Mercer undergo to prepare for his role in the Paranormal Military Squad?',\n",
-       "   'answer': 'The available data does not provide specific details about the training that Alex Mercer underwent to prepare for his role in the Paranormal Military Squad. However, it is evident from the context that his role involves a high level of expertise in analyzing paranormal activities and managing the operational aspects of the command center [Data: Reports (0)]. His ability to lead and make strategic decisions in high-stress situations, as well as his involvement in deciphering alien codes and interpreting extraterrestrial patterns, suggests that he likely received extensive training in both military and scientific disciplines [Data: Sources (5, 9, 11)]. Additionally, his interactions with team members and his leadership qualities indicate a background that includes psychological training to handle the complexities of interspecies communication and the psychological pressures of first contact scenarios [Data: Sources (5, 9, 11)].',\n",
-       "   'score': 60,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3   9  ; we are the threads that may weave a new cosm...\n",
-       "     4  11  , the sentinel within them ever alert.\\n\\nAlex...},\n",
-       "    'token_ct': 12265},\n",
-       "   'id': 84},\n",
-       "  {'query': 'What specific roles do Taylor Cruz and Dr. Jordan Hayes play in the Paranormal Military Squad?',\n",
-       "   'answer': \"### Taylor Cruz's Role in the Paranormal Military Squad\\n\\nTaylor Cruz is a commanding figure within the Paranormal Military Squad, known for their cautious and strategic approach to the mission. Cruz's role involves providing pragmatic oversight and exercising skepticism, particularly during the interstellar communication process [Data: Reports (4)]. Their interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reflect a balance of authority and collaboration, which is crucial for the success of the squad's objectives [Data: Reports (4)]. Cruz's leadership style is characterized by a focus on maintaining protocol and ensuring the team's actions are measured and deliberate [Data: Sources (0, 8, 9)]. This approach is evident in their insistence on adhering to established procedures and their emphasis on the potential risks associated with alien contact [Data: Sources (0, 8, 9)].\\n\\n### Dr. Jordan Hayes' Role in the Paranormal Military Squad\\n\\nDr. Jordan Hayes is a central figure in the Paranormal Military Squad, leading the efforts in decrypting and interpreting alien signals. Hayes' analytical and skeptical nature contributes to the methodical approach taken by the squad in their communication efforts [Data: Reports (4)]. Their expertise in alien signal decryption and analysis is critical to the squad's mission, as they work closely with other team members, including Alex Mercer, to ensure accurate interpretation of extraterrestrial messages [Data: Reports (4)]. Hayes' role is not just technical but also involves a deep understanding of the implications of their findings, often balancing scientific curiosity with the need for caution [Data: Sources (8, 9)]. Their ability to remain focused and methodical under pressure is a key asset to the team, particularly in high-stakes situations where the accuracy of their work could have profound consequences [Data: Sources (8, 9)].\\n\\n### Commentary\\n\\nBoth Taylor Cruz and Dr. Jordan Hayes play pivotal roles in the Paranormal Military Squad, each bringing a unique set of skills and perspectives that are essential to the team's success. Cruz's strategic leadership and emphasis on protocol provide a stable framework within which the team operates, while Hayes' analytical expertise and methodical approach ensure that the team's efforts in interstellar communication are grounded in scientific rigor. Together, they exemplify the balance of authority and collaboration that is crucial for navigating the complexities of extraterrestrial engagement.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  8  ences the full spectrum of human curiosity and...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     3  9  ; we are the threads that may weave a new cosm...},\n",
-       "    'token_ct': 12022},\n",
-       "   'id': 85},\n",
-       "  {'query': 'Can you provide more examples of critical decisions made by Alex Mercer during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 86},\n",
-       "  {'query': 'What are some challenges faced by the team at Dulce Base, and how do they address them?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 87},\n",
-       "  {'query': 'How do the personal backgrounds of Alex Mercer, Taylor Cruz, and Dr. Jordan Hayes influence their approach to the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 88},\n",
-       "  {'query': 'What specific challenges has Alex Mercer faced in his leadership role?',\n",
-       "   'answer': \"# Challenges Faced by Alex Mercer in His Leadership Role\\n\\n## Balancing Optimism and Caution\\n\\nOne of the primary challenges Alex Mercer faces in his leadership role is balancing the optimism and enthusiasm of his team members, particularly Sam Rivera, with the necessary caution and pragmatism required for their mission. Sam's optimism and technical expertise are crucial for the team's efforts to interpret and respond to extraterrestrial signals, but Alex must ensure that this enthusiasm does not lead to reckless decisions [Data: Reports (5); Sources (3)]. Taylor Cruz often provides a counterbalance to Sam's optimism with a more cautious approach, and Alex's role involves mediating between these differing perspectives to maintain a balanced and effective team dynamic [Data: Reports (5); Sources (3)].\\n\\n## Managing Team Dynamics and Conflicts\\n\\nAlex also faces the challenge of managing the diverse personalities and expertise within his team. For instance, Taylor Cruz's pragmatic and sometimes skeptical nature can clash with the more optimistic and curious outlooks of team members like Sam Rivera and Jordan Hayes. Alex must navigate these interpersonal dynamics to ensure that the team remains cohesive and focused on their mission [Data: Reports (5); Sources (3, 8)]. This involves not only resolving conflicts but also leveraging the unique strengths of each team member to achieve their collective goals.\\n\\n## High-Stakes Decision Making\\n\\nThe nature of their mission at Dulce Base involves high-stakes decision-making, where the consequences of their actions could have far-reaching implications for humanity. Alex must weigh the potential risks and benefits of their actions, such as interpreting alien signals and deciding how to respond. This requires a deep understanding of both the technical aspects of their work and the broader implications of their discoveries [Data: Reports (5); Sources (3, 8)].\\n\\n## Navigating Uncertainty and the Unknown\\n\\nAnother significant challenge is navigating the uncertainty and unknown elements of their mission. The team is dealing with extraterrestrial signals and technology that are beyond current human understanding, which means that Alex must lead his team through uncharted territory. This involves maintaining morale and a sense of purpose despite the inherent uncertainties and potential dangers of their work [Data: Reports (5); Sources (3, 8)].\\n\\n## Ensuring Operational Security and Success\\n\\nFinally, Alex must ensure the operational security and success of their mission at Dulce Base. This includes managing the logistical and strategic aspects of their operations, such as maintaining the functionality of their equipment, securing their communications, and coordinating with higher authorities. The pressure to succeed in such a high-profile and sensitive mission adds an additional layer of complexity to his leadership role [Data: Reports (5); Sources (3, 8)].\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11852},\n",
-       "   'id': 89},\n",
-       "  {'query': 'How do the interactions between Taylor Cruz and Dr. Jordan Hayes influence team morale?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 90},\n",
        "  {'query': 'What are some examples of successful missions led by Alex Mercer?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 91},\n",
-       "  {'query': \"How does Sam Rivera contribute to the team's overall objectives?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 34},\n",
+       "  {'query': \"How does the team's dynamic change when new members are introduced?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 92},\n",
-       "  {'query': \"What are the long-term goals of the Paranormal Military Squad under Alex Mercer's leadership?\",\n",
-       "   'answer': \"# Long-Term Goals of the Paranormal Military Squad Under Alex Mercer's Leadership\\n\\n## Establishing Interstellar Communication\\n\\nOne of the primary long-term goals of the Paranormal Military Squad (PMS) under Alex Mercer's leadership is to establish and maintain interstellar communication with extraterrestrial intelligence. Dulce Base serves as the central hub for these operations, facilitating the exchange of information and technological advancements necessary for this mission [Data: Reports (4)]. Mercer's leadership is characterized by a diplomatic approach, aiming to understand and engage with alien intelligence rather than confront it [Data: Sources (5)].\\n\\n## Decrypting and Analyzing Alien Signals\\n\\nAnother significant goal is the decryption and analysis of alien signals. Dr. Jordan Hayes, a key figure in the squad, leads these efforts, working closely with Mercer. The team focuses on understanding the complexities of extraterrestrial messages, which could reveal thought patterns and behavioral algorithms of alien civilizations [Data: Reports (4); Sources (5)]. This analytical approach is crucial for the squad's mission to ensure accurate and meaningful communication.\\n\\n## Diplomatic Engagement and Strategic Planning\\n\\nMercer emphasizes a diplomatic approach to potential extraterrestrial contact. This involves strategic planning and collaboration with other team members, such as Taylor Cruz and Dr. Jordan Hayes. The goal is to foster a cooperative relationship with alien intelligence, which could lead to unprecedented advancements in technology and knowledge [Data: Reports (4); Sources (5)]. Mercer's leadership aims to balance caution with curiosity, ensuring that the squad is prepared for both peaceful and potentially hostile encounters.\\n\\n## Advancing Human Knowledge and Technology\\n\\nThe squad's activities are not just about communication but also about advancing human knowledge and technology. By engaging with extraterrestrial intelligence, the squad hopes to unlock new scientific discoveries and technological innovations that could benefit humanity as a whole. This goal underscores the high impact and significance of their mission [Data: Reports (4); Sources (5)].\\n\\n## Ensuring Humanity's Place in the Universe\\n\\nUltimately, the long-term goal of the Paranormal Military Squad under Alex Mercer's leadership is to secure humanity's place in the universe. This involves not only making first contact with extraterrestrial beings but also understanding their intentions and capabilities. The squad's efforts could potentially alter humanity's understanding of the universe and its place within it, marking a new era of interstellar diplomacy and cooperation [Data: Reports (4); Sources (5)].\\n\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 35},\n",
+       "  {'query': 'What protocols are in place for first contact with alien entities, and how does Mercer ensure they are followed?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 36},\n",
+       "  {'query': \"What are some specific decisions made by Agent Mercer that had a significant impact on the team's mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 37},\n",
+       "  {'query': \"How do other team members perceive Agent Mercer's leadership style?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 38},\n",
+       "  {'query': 'Can you provide more details on the dynamic between Agent Mercer and Taylor Cruz?',\n",
+       "   'answer': \"# The Dynamic Between Agent Mercer and Taylor Cruz\\n\\n## Initial Interactions and Tensions\\n\\nThe relationship between Agent Alex Mercer and Taylor Cruz is marked by a blend of professional respect and underlying tension. From the outset, Cruz's authoritative demeanor and strict adherence to protocol create a palpable friction with Mercer's more inquisitive and intuitive approach. This is evident during their initial briefing for Operation: Dulce, where Cruz's insistence on protocol contrasts with Mercer's desire to delve deeper into the anomalies they are investigating [Data: Sources (15)].\\n\\n## Moments of Collaboration\\n\\nDespite their differences, there are moments where Mercer and Cruz find common ground. For instance, during a critical phase of their mission, Cruz acknowledges the importance of Mercer's insights and the need for adaptability. This is highlighted when Cruz, despite their usual rigidity, concedes to the unpredictable nature of their mission and the necessity of trust and intuition, as emphasized by Mercer and other team members [Data: Sources (16, 20)].\\n\\n## Underlying Respect and Mutual Dependence\\n\\nAs the mission progresses, the dynamic between Mercer and Cruz evolves from one of mere professional interaction to a more nuanced relationship characterized by mutual respect. Cruz's pragmatic approach is balanced by Mercer's strategic thinking and investigative zeal. This balance is crucial in navigating the complexities of their mission, particularly when deciphering alien signals and making first contact [Data: Reports (22); Sources (24, 30)].\\n\\n## Key Incidents Highlighting Their Dynamic\\n\\nSeveral key incidents underscore the evolving dynamic between Mercer and Cruz. For example, during a tense moment when the team is deciphering a critical alien signal, Cruz's initial skepticism is tempered by Mercer's calm and methodical approach, leading to a breakthrough in their mission [Data: Sources (20, 24)]. Additionally, Cruz's eventual recognition of the importance of Mercer's insights and the need for a collaborative approach marks a significant shift in their relationship [Data: Sources (16, 18)].\\n\\n## Conclusion\\n\\nIn summary, the relationship between Agent Alex Mercer and Taylor Cruz is a complex interplay of tension, collaboration, and mutual respect. Their differing approaches—Cruz's adherence to protocol and Mercer's investigative intuition—complement each other, ultimately contributing to the success of their mission. This dynamic is a testament to the importance of balancing discipline with adaptability in high-stakes operations.\\n\",\n",
        "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11120,\n",
+       "    'output_tokens': 596,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  22  Paranormal Military Squad and Technological Ex...   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad and Technological ...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2   9  ; we are the threads that may weave a new cosm...\n",
-       "     3  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     4   8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 12662},\n",
-       "   'id': 93},\n",
-       "  {'query': 'What specific methods does Agent Mercer use to analyze extraterrestrial communication signals?',\n",
-       "   'answer': 'Agent Alex Mercer employs a variety of methods to analyze extraterrestrial communication signals, focusing on both technical and strategic aspects. His approach is characterized by a blend of meticulous technical analysis and a broader strategic vision, ensuring that the team remains aligned with their overarching mission goals. Below are the key methods used by Agent Mercer in this context: \\n\\n### Technical Analysis and Decryption\\n\\nMercer is deeply involved in the technical analysis and decryption of alien signals. He works closely with Dr. Jordan Hayes, who is responsible for the hands-on decryption process. Mercer monitors the progression of alien code and provides guidance to ensure the decryption process is steady and precise. This is evident when he instructs Jordan to keep the process steady, emphasizing the importance of finesse in potentially initiating the first true interspecies communication bridge [Data: Sources (6)]. \\n\\n### Strategic Oversight and Coordination\\n\\nMercer’s role extends beyond technical analysis to include strategic oversight and coordination. He ensures that the team’s efforts are harmonized and that their responses are measured and thoughtful. For instance, he emphasizes the need for a balanced strategy for contact, recognizing the delicate nature of their work and the potential implications of their interactions with extraterrestrial intelligence [Data: Sources (6)]. \\n\\n### Collaborative Problem-Solving\\n\\nMercer fosters a collaborative environment where each team member’s expertise is leveraged to solve complex problems. He values the input of his team members, such as when he acknowledges the importance of Jordan Hayes’s analytical edge and Sam Rivera’s technological acumen. This collaborative approach is crucial in navigating the complexities of extraterrestrial communication [Data: Sources (6)]. \\n\\n### Pragmatic Caution\\n\\nMercer is also pragmatic and cautious in his approach. He understands the potential risks associated with extraterrestrial engagement and ensures that the team remains vigilant. This is highlighted when he advises the team to keep communication channels open but to let no message or pulse go unchecked, recognizing the fine line between breakthrough and disaster [Data: Sources (6)]. \\n\\n### Emotional Intelligence and Leadership\\n\\nMercer’s leadership is marked by his emotional intelligence and ability to inspire trust and confidence in his team. He balances urgency with respect, as seen when he communicates with Jordan Hayes during critical moments of the decryption process. His ability to maintain composure and provide clear, respectful guidance is a key aspect of his leadership style [Data: Sources (6)]. \\n\\nIn summary, Agent Alex Mercer’s methods for analyzing extraterrestrial communication signals are multifaceted, combining technical expertise, strategic oversight, collaborative problem-solving, pragmatic caution, and strong leadership. These methods ensure that the team can effectively navigate the complexities of their mission and make meaningful progress in their efforts to understand and engage with extraterrestrial intelligence.',\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 39},\n",
+       "  {'query': 'What are some challenges Agent Mercer faced during the mission at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 40},\n",
+       "  {'query': \"How does Agent Mercer's military background influence his approach to the mission?\",\n",
+       "   'answer': \"# Agent Mercer's Military Background and Its Influence on the Mission\\n\\nAgent Alex Mercer, a key figure in the Paranormal Military Squad, brings a wealth of military experience to the table, which significantly shapes his approach to the mission at Dulce Base. His background is evident in his methodical and strategic mindset, as well as his ability to maintain composure under pressure.\\n\\n## Strategic Mindset and Leadership\\n\\nMercer's military training is reflected in his strategic approach to the mission. He is consistently focused on the broader objectives and the potential implications of their actions. For instance, during the mission, Mercer emphasizes the importance of understanding the alien signals and their potential impact on humanity [Data: Reports (63)]. His ability to balance immediate tactical needs with long-term strategic goals is a hallmark of his military background.\\n\\n## Composure Under Pressure\\n\\nMercer's military experience also equips him with the ability to remain calm and composed in high-stress situations. This is particularly evident when the team encounters unexpected challenges, such as the evolving alien signal. Mercer's steady presence provides a stabilizing influence on the team, helping them to stay focused and work through the complexities of the mission [Data: Sources (20, 16, 18, 23, 24)].\\n\\n## Emphasis on Protocol and Discipline\\n\\nAnother aspect of Mercer's military background is his adherence to protocol and discipline. He understands the importance of following established procedures to ensure the safety and success of the mission. This is seen in his interactions with other team members, where he often reinforces the need for careful and deliberate action [Data: Reports (63); Sources (15, 30)].\\n\\n## Balancing Authority and Collaboration\\n\\nWhile Mercer respects the chain of command, he also values the input and expertise of his team members. His leadership style is collaborative, recognizing that the mission's success depends on the collective efforts and insights of the entire team. This balance between authority and collaboration is a testament to his experience in leading diverse teams in complex operations [Data: Sources (20, 16, 18, 23, 24)].\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer's military background profoundly influences his approach to the mission at Dulce Base. His strategic mindset, composure under pressure, adherence to protocol, and collaborative leadership style are all indicative of his extensive military training and experience. These qualities not only enhance his effectiveness as a leader but also contribute to the overall success of the mission.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 625,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   6  cribed not in the dust of desert confines, but...\n",
-       "     1   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   6  cribed not in the dust of desert confines, but...\n",
-       "     4   8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 12566},\n",
-       "   'id': 94},\n",
-       "  {'query': \"How has Agent Mercer's analysis impacted the overall mission of the Paranormal Military Squad Team?\",\n",
-       "   'answer': \"Agent Alex Mercer plays a crucial role in the Paranormal Military Squad Team at Dulce Base, significantly impacting the mission through his multifaceted analysis and operational expertise. His involvement is not limited to the technical aspects of the mission but extends to the psychological and strategic dimensions as well. Mercer's steady presence and analytical skills are vital in deciphering alien codes and understanding extraterrestrial patterns, which are central to the team's objectives [Data: Reports (0); Sources (9)].\\n\\n### Analytical Contributions\\n\\nMercer's analytical contributions are evident in his interactions with Dr. Jordan Hayes and other team members. For instance, his steady voice and controlled presence during critical moments help maintain focus and drive progress in decoding alien signals. His ability to recognize the complexity of the alien society from the decrypted codes underscores his analytical prowess [Data: Sources (9)]. This insight is crucial for predicting extraterrestrial behavior and preparing for potential contact scenarios, thereby shaping the team's strategic approach [Data: Reports (0)].\\n\\n### Psychological and Strategic Impact\\n\\nMercer's role also encompasses the psychological aspects of the mission. His discussions about intuition and trust reveal the depth of his involvement and the psychological complexities of the mission. By fostering a collaborative environment, Mercer helps the team navigate the uncertainties and risks associated with their work. His shared concerns with colleagues about the larger implications of their mission highlight his strategic thinking and his ability to foresee potential challenges [Data: Reports (0); Sources (9)].\\n\\n### Operational Leadership\\n\\nIn addition to his analytical and psychological contributions, Mercer demonstrates strong operational leadership. His compliance in the briefing room and his ability to guide the team through complex scenarios are indicative of his integral role in the mission. Mercer's observation of the first contact event and his subsequent actions underscore his critical position within the team, ensuring that the mission progresses smoothly and effectively [Data: Reports (0); Sources (9)].\\n\\nOverall, Agent Alex Mercer's analysis and leadership have significantly impacted the Paranormal Military Squad Team's mission, driving their efforts to decipher alien codes, understand extraterrestrial patterns, and prepare for potential contact scenarios. His multifaceted role ensures that the team remains focused, collaborative, and strategically prepared for the challenges ahead.\\n\",\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 41},\n",
+       "  {'query': \"What specific examples demonstrate Mercer's mentorship in action?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 42},\n",
+       "  {'query': \"How does Mercer's background and experience influence his mentorship style?\",\n",
+       "   'answer': None,\n",
+       "   'score': -inf,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11481,\n",
+       "    'output_tokens': 129,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  11  Jacob Collier and His Musical Collaborations   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Jacob Collier and His Musical Collaborations...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  32  Our response will mark humanity’s readiness to...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     4  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     5  23   of hidden truths. This was humanity's unwitti...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 43},\n",
+       "  {'query': \"In what ways does Mercer's mentorship impact the team's decision-making process?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 44},\n",
+       "  {'query': \"How do other team members perceive Mercer's mentorship?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 45},\n",
+       "  {'query': 'What challenges has Mercer faced in his role as a mentor, and how has he overcome them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 46},\n",
+       "  {'query': 'What specific missions has Alex Mercer led within the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 47},\n",
+       "  {'query': \"How does Alex Mercer's leadership style impact the effectiveness of the Paranormal Military Squad?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 48},\n",
+       "  {'query': 'What are the key challenges Alex Mercer faces in Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 49},\n",
+       "  {'query': \"How do other team members perceive Alex Mercer's leadership and expertise?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 50},\n",
+       "  {'query': 'What are the long-term goals of Alex Mercer in relation to extraterrestrial communication and diplomacy?',\n",
+       "   'answer': \"# Long-Term Goals of Alex Mercer in Relation to Extraterrestrial Communication and Diplomacy\\n\\n## Leadership and Vision\\n\\nAlex Mercer leads the Paranormal Military Squad with a clear focus on humanity's mission to explore and understand extraterrestrial phenomena. His leadership is pivotal in guiding the squad's efforts and ensuring that their activities align with the overarching goal of benefiting humanity. Mercer's vision of cosmic negotiations highlights the potential for new forms of diplomacy with extraterrestrial beings [Data: Reports (63); Sources (31, 27, 20, 16, 18)].\\n\\n## Establishing Interspecies Communication\\n\\nOne of Mercer's primary long-term goals is to establish a reliable and effective interspecies communication bridge. This initiative is essential for understanding alien societies and establishing meaningful dialogues. The success of this effort could lead to significant advancements in human knowledge and interstellar diplomacy [Data: Reports (63); Sources (27, 31)].\\n\\n## Navigating Galactic Peril\\n\\nMercer is acutely aware of the potential galactic peril posed by extraterrestrial entities. His long-term strategy involves careful navigation of interstellar communications to mitigate these risks and ensure Earth's safety. This cautious approach is crucial for securing humanity's place in the cosmos and preventing potential conflicts [Data: Reports (63); Sources (31, 27)].\\n\\n## Facilitating Humanity's First Contact\\n\\nAnother critical goal for Mercer is facilitating humanity's inaugural cosmological discourse with alien intelligence. This significant communication marks the beginning of a new era in human history, with the potential to reshape our understanding of the universe and our place within it. Mercer's efforts are at the forefront of this transformative period, aiming to foster either a celestial alliance or prepare for potential confrontations [Data: Reports (63); Sources (31, 27, 20)].\\n\\n## Expanding Human Understanding\\n\\nMercer's long-term objectives also include expanding human understanding of the universe through the squad's missions. The squad's task has evolved into a comprehensive exploration of the cosmos, which goes beyond simple recovery to a full-blown cosmic concerto. This transformation signifies the complexity and depth of their mission, with Mercer playing a key role in navigating these discoveries [Data: Reports (63); Sources (31, 27, 20, 16, 18)].\\n\\n## Ensuring Secrecy and Security\\n\\nOperating from the underground facility at Dulce Base, Mercer ensures the secrecy and security of their operations. This location is critical for maintaining the confidentiality of their missions and protecting sensitive information from external threats. Mercer's leadership in this aspect underscores the importance of secure and clandestine operations in achieving their long-term goals [Data: Reports (63); Sources (31, 27, 20, 16, 18)].\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's long-term goals in relation to extraterrestrial communication and diplomacy are multifaceted, focusing on establishing interspecies communication, navigating potential galactic perils, facilitating humanity's first contact, expanding human understanding, and ensuring the secrecy and security of their operations. His leadership and vision are pivotal in guiding the Paranormal Military Squad towards these ambitious objectives.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11450,\n",
+       "    'output_tokens': 784,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     1  27   might be initiating the first true interspeci...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     4  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     5  23   of hidden truths. This was humanity's unwitti...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 51},\n",
+       "  {'query': 'What specific technical innovations did Mercer and his team develop to decode alien signals?',\n",
+       "   'answer': \"# Technical Innovations Developed by Mercer and His Team to Decode Alien Signals\\n\\n## Introduction\\n\\nAgent Alex Mercer and his team, including Dr. Jordan Hayes, Taylor Cruz, and Sam Rivera, were at the forefront of decoding alien signals at the Dulce Base. Their mission involved significant technical innovations to bridge the communication gap between humans and extraterrestrial beings. This response outlines the key technical advancements and methodologies they employed in their groundbreaking work.\\n\\n## Advanced Cosmic Translators\\n\\nOne of the primary innovations was the development and use of advanced cosmic translators. These devices were crucial in interpreting the alien signals and converting them into a format that the team could analyze. Sam Rivera played a significant role in adjusting these translators, ensuring they were finely tuned to capture the nuances of the extraterrestrial messages [Data: Sources (31)].\\n\\n## Algorithmic Sliders and Signal Resonance\\n\\nDr. Jordan Hayes was instrumental in tweaking algorithmic sliders to decode the alien messages. These sliders helped in identifying the patterns within the signals, which were not just transmitting information but also resonating with human cognition. This innovation allowed the team to understand the emotional and empathetic aspects of the alien communication, suggesting that the signals were designed to be felt as much as heard [Data: Sources (31)].\\n\\n## Integration of Human Expression\\n\\nThe team recognized that the alien communication extended beyond words and involved a broader spectrum of human expression. This realization led to the development of systems that could incorporate various forms of human expression into their responses. This approach was crucial in ensuring that their messages were not only heard but also understood by the extraterrestrial beings [Data: Sources (31)].\\n\\n## Decryption of Complex Alien Codes\\n\\nThe team also focused on decrypting the complex alien codes that cascaded down their screens. Dr. Jordan Hayes's expertise in this area was pivotal, as they managed to identify sequences that resonated with aspects of human cognition, such as recognition, learning, and empathy. This decryption process was essential in bridging the gap between human and alien communication [Data: Sources (31)].\\n\\n## Conclusion\\n\\nThrough the use of advanced cosmic translators, algorithmic sliders, and the integration of human expression, Mercer and his team developed innovative techniques to decode and respond to alien signals. Their work not only advanced the field of interstellar communication but also highlighted the importance of empathy and understanding in establishing contact with extraterrestrial intelligence.\\n\",\n",
        "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11033,\n",
+       "    'output_tokens': 613,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  69  Paranormal Military Squad and Interstellar Com...   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad and Interstellar C...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   9  ; we are the threads that may weave a new cosm...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3   5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12541},\n",
-       "   'id': 95},\n",
-       "  {'query': 'Can you provide more details on the first contact event observed by Agent Mercer?',\n",
-       "   'answer': \"# First Contact Event Observed by Agent Mercer\\n\\n## Overview\\n\\nAgent Alex Mercer played a pivotal role in the first contact event observed by the Paranormal Military Squad Team at Dulce Base. This event marked a significant milestone in humanity's efforts to communicate with extraterrestrial intelligence. The team's mission evolved from mere observation to active engagement, with Mercer being a central figure in this historic moment [Data: Reports (0)].\\n\\n## The Event\\n\\nThe first contact event unfolded in the underground command center of Dulce Base, where the team was engaged in deciphering alien signals. The atmosphere was tense, with the team working under the stark, unforgiving lights of the command center. Agent Mercer leaned over Dr. Jordan Hayes' shoulder, closely monitoring the incomprehensible series of alien symbols streaming past on the display screen [Data: Sources (9)].\\n\\nAs the team made progress in decrypting the alien code, they discovered indications of a complex society, not unlike our own. This revelation was met with a mix of excitement and apprehension, as the team realized the gravity of their undertaking. Taylor Cruz emphasized the importance of understanding the alien society to predict their behavior, while Sam Rivera worked on a device that could potentially establish a direct line to the aliens' thoughts [Data: Sources (9)].\\n\\n## Breakthrough\\n\\nThe breakthrough came when the machinery in the command center responded to Sam Rivera's precise touches, filling the room with a low hum. This indicated that a signal had been successfully sent, and the team held their breath as they listened. The sound that filled the room was unmistakable: a response, an alien voice filtered through the static of space and time. This marked the beginning of a dialogue, a monumental achievement for the team [Data: Sources (9)].\\n\\n## Agent Mercer's Role\\n\\nAgent Mercer's role in this event was multifaceted. He was deeply involved in the analysis of paranormal activities and the operational aspects of the command center. His steady presence and controlled demeanor were crucial in maintaining the team's focus during this critical moment. Mercer's shared concerns with his colleagues about the larger implications of their work and his observation of the first contact event underscored his critical position within the team [Data: Reports (0); Sources (9)].\\n\\n## Conclusion\\n\\nThe first contact event observed by Agent Mercer and the Paranormal Military Squad Team at Dulce Base was a historic milestone in human-alien relations. The team's efforts in deciphering alien signals and establishing a dialogue with extraterrestrial intelligence highlighted the significance of their mission. Agent Mercer's integral involvement and steady leadership were key factors in the success of this groundbreaking event.\\n\",\n",
+       "     0  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     1  36   ebb and flow of cryptic communications reachi...\n",
+       "     2  21   \"It's like nothing I've ever seen before, but...\n",
+       "     3  32  Our response will mark humanity’s readiness to...\n",
+       "     4  20  iness as they pressed on through the dimly lit...\n",
+       "     5  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     6  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     7  23   of hidden truths. This was humanity's unwitti...}},\n",
+       "   'id': 52},\n",
+       "  {'query': \"How did Mercer's military background influence his approach to the mission?\",\n",
+       "   'answer': \"# Influence of Mercer's Military Background on His Approach to the Mission\\n\\n## Leadership and Strategic Thinking\\n\\nAgent Alex Mercer's military background significantly influenced his approach to the mission at Dulce Base. His leadership style is characterized by a blend of strategic thinking and disciplined execution, which are hallmarks of military training. Mercer’s ability to maintain a calm and focused demeanor under pressure is evident throughout the mission. For instance, when Dr. Jordan Hayes was deciphering alien signals, Mercer provided clear and steady guidance, emphasizing the importance of identifying patterns and anomalies [Data: Sources (20, 16, 18, 23, 24)]. His strategic mindset allowed him to balance the need for caution with the drive for discovery, ensuring that the team remained focused on their objectives without succumbing to panic or distraction.\\n\\n## Emphasis on Protocol and Preparedness\\n\\nMercer’s military background also instilled in him a strong emphasis on protocol and preparedness. This is reflected in his interactions with other team members, such as Taylor Cruz and Sam Rivera. Mercer’s insistence on following established procedures and maintaining a high level of readiness helped the team navigate the complexities of the mission. For example, during the initial briefing, Mercer’s compliance with protocol, despite his personal inclinations, demonstrated his commitment to the mission’s success and the safety of his team [Data: Sources (15, 16, 18, 24)]. His approach ensured that the team was well-prepared to handle unexpected challenges, such as the evolving alien signal and the potential threats it posed.\\n\\n## Adaptability and Problem-Solving\\n\\nAnother key aspect of Mercer’s military influence is his adaptability and problem-solving skills. Throughout the mission, Mercer displayed a keen ability to adapt to new information and changing circumstances. This is particularly evident in his response to the alien signal, where he balanced the need for caution with the pursuit of understanding. Mercer’s ability to quickly assess situations and make informed decisions was crucial in guiding the team through the unknown variables of the mission [Data: Sources (20, 23, 24, 30)]. His problem-solving skills were also highlighted in his interactions with Dr. Hayes and Sam Rivera, where he encouraged a collaborative approach to deciphering the alien communication.\\n\\n## Team Cohesion and Morale\\n\\nMercer’s military background also played a vital role in fostering team cohesion and morale. His leadership style emphasized trust and mutual respect, which helped build a strong sense of camaraderie among the team members. This is evident in the way Mercer interacted with Dr. Hayes, Taylor Cruz, and Sam Rivera, acknowledging their expertise and encouraging their contributions to the mission [Data: Sources (20, 16, 18, 23, 24)]. By creating an environment of trust and collaboration, Mercer ensured that the team remained united and focused on their common goal, even in the face of uncertainty and potential danger.\\n\\n## Conclusion\\n\\nIn conclusion, Agent Alex Mercer’s military background profoundly influenced his approach to the mission at Dulce Base. His leadership, strategic thinking, emphasis on protocol, adaptability, and ability to foster team cohesion were all critical factors in navigating the complexities of the mission. Mercer’s military training provided him with the skills and mindset necessary to lead his team through the unknown and potentially perilous challenges they faced, ultimately contributing to the mission’s success.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 794,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   9  ; we are the threads that may weave a new cosm...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     3  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     4   7   have a way in.\"\\n\\nA slight nod was Alex's im...},\n",
-       "    'token_ct': 10760},\n",
-       "   'id': 96},\n",
-       "  {'query': 'What are the psychological challenges faced by Agent Mercer and his team during their mission?',\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 53},\n",
+       "  {'query': 'What were the key differences in leadership styles between Mercer and Cruz?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 97},\n",
-       "  {'query': 'How does Agent Mercer collaborate with other team members like Dr. Jordan Hayes in his analyses?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 98},\n",
-       "  {'query': 'What specific challenges has Alex Mercer faced in his role as a mentor?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 99},\n",
-       "  {'query': \"How do other team members perceive Alex Mercer's mentorship style?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 100},\n",
-       "  {'query': \"Can you provide examples of how Mercer's mentorship has directly influenced mission outcomes?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 101},\n",
-       "  {'query': \"How does Mercer's mentorship style compare to that of other leaders within the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 102},\n",
-       "  {'query': \"What are the long-term impacts of Mercer's mentorship on the career development of team members like Sam Rivera?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 103},\n",
-       "  {'query': 'What specific events or interactions highlight the tension between Alex Mercer and Taylor Cruz?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 104},\n",
-       "  {'query': \"How does Sam Rivera's role evolve throughout the mission, and what impact does Alex Mercer have on this evolution?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 105},\n",
-       "  {'query': 'What are some key moments of collaboration between Alex Mercer and Dr. Jordan Hayes?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 106},\n",
-       "  {'query': 'How do the personal backgrounds of Alex Mercer and the other key personnel influence their relationships?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 107},\n",
-       "  {'query': 'What are the broader implications of the relationships within the Paranormal Military Squad for the success of their mission?',\n",
-       "   'answer': \"# Broader Implications of Relationships within the Paranormal Military Squad for Mission Success\\n\\n## Introduction\\n\\nThe relationships within the Paranormal Military Squad at Dulce Base are crucial for the success of their mission, which involves analyzing extraterrestrial patterns and preparing for potential first contact scenarios. The dynamics among team members such as Dr. Jordan Hayes, Agent Alex Mercer, Sam Rivera, and Taylor Cruz play a significant role in their ability to collaborate effectively and achieve their objectives.\\n\\n## Collaboration and Team Dynamics\\n\\nThe collaboration between Dr. Jordan Hayes and Agent Alex Mercer is particularly noteworthy. Dr. Hayes is instrumental in deciphering alien codes and interpreting extraterrestrial patterns, while Agent Mercer handles the operational aspects and analysis of paranormal activities [Data: Reports (0)]. Their combined expertise allows the team to approach their mission from both scientific and operational perspectives, ensuring a comprehensive strategy [Data: Sources (3, 8, 10)].\\n\\nSam Rivera and Taylor Cruz also contribute significantly to the team's efforts. Sam's technical skills in adapting communication systems to decode alien signals are vital for the team's ability to understand and respond to extraterrestrial messages [Data: Sources (3)]. Taylor Cruz, on the other hand, provides a pragmatic approach, ensuring that the team remains grounded and focused on actionable strategies [Data: Sources (3, 10)]. The interplay between Sam's youthful exuberance and Taylor's seasoned caution creates a balanced dynamic that enhances the team's overall effectiveness.\\n\\n## Trust and Psychological Complexities\\n\\nTrust and psychological complexities are also critical factors in the team's success. Agent Mercer's discussions about intuition and trust reveal the depth of his involvement and the psychological challenges the team faces [Data: Reports (0)]. The shared concerns among team members about the larger implications of their work highlight the importance of mutual trust and understanding in navigating the uncertainties of their mission [Data: Sources (3, 10)].\\n\\n## Impact on Mission Outcomes\\n\\nThe relationships within the Paranormal Military Squad directly impact their ability to manage extraterrestrial contact scenarios. The team's collective effort in deciphering alien codes and preparing for first contact is essential for predicting extraterrestrial intentions and actions [Data: Reports (0)]. The collaboration and trust among team members enable them to respond effectively to evolving alien signals and potential threats, thereby increasing the likelihood of mission success [Data: Sources (3, 10)].\\n\\n## Conclusion\\n\\nIn summary, the relationships within the Paranormal Military Squad are fundamental to the success of their mission. The collaboration between team members, the balance of technical and pragmatic approaches, and the mutual trust and understanding they share all contribute to their ability to navigate the complexities of extraterrestrial communication and potential first contact scenarios. These dynamics underscore the importance of strong interpersonal relationships in achieving mission objectives in high-stakes, uncertain environments.\\n\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 54},\n",
+       "  {'query': \"How did Dr. Jordan Hayes' technical expertise contribute to the mission's success?\",\n",
+       "   'answer': \"# Dr. Jordan Hayes' Technical Expertise and Its Contribution to the Mission's Success\\n\\n## Decoding Alien Communications\\n\\nDr. Jordan Hayes played a pivotal role in the mission at Dulce Base through their exceptional technical expertise in decoding alien communications. Their primary responsibility involved interpreting and decrypting alien scripts, signals, and communication patterns. This task required managing the mainframe, aligning satellite data, and developing decryption algorithms to understand the alien codes. Dr. Hayes' analytical skills and cautious approach were crucial in making sense of the complex alien messages, which were essential for the mission's progress [Data: Reports (52)].\\n\\n## Collaboration with Team Members\\n\\nDr. Hayes' collaboration with other team members, particularly Sam Rivera, was another significant aspect of their contribution. While Dr. Hayes focused on the decryption of alien messages, Sam Rivera brought technical expertise and optimism to the mission. Their teamwork, marked by mutual understanding and adaptability, was vital in addressing the unknown challenges posed by alien communications. This collaboration ensured that the team could effectively interpret and respond to the alien signals, enhancing the overall success of the mission [Data: Reports (52); Sources (16)].\\n\\n## Studying Alien Technology\\n\\nThe crash site where alien technology was retrieved was a critical entity in the mission. Dr. Hayes' role in studying this technology to decode alien communications was instrumental. The insights gained from this technology provided valuable information about alien communication methods, which had far-reaching implications for the team's mission and broader understanding of extraterrestrial life. This aspect of Dr. Hayes' work underscored the importance of their technical expertise in advancing the mission's objectives [Data: Reports (52)].\\n\\n## Emerging Cosmic Paradigm\\n\\nDr. Hayes' work on decoding alien communications and studying alien technology contributed to the emergence of a new cosmic paradigm. This paradigm represented a significant shift in understanding the cosmos, influenced by the insights gained from the mission. The concept of a cosmic paradigm highlighted the transformative potential of Dr. Hayes' work and its impact on our understanding of the universe. Their technical expertise was thus not only crucial for the immediate mission but also for the broader implications of their findings [Data: Reports (52)].\\n\\n## Direct Engagement with Alien Signals\\n\\nDr. Hayes' ability to align sequences and sync with the communications system for direct engagement with alien signals was a critical aspect of the mission. This direct engagement allowed for real-time interpretation and response to alien communications, underscoring the technical capabilities and strategic importance of the Paranormal Military Squad. Dr. Hayes' expertise in this area was essential for the mission's success, enabling the team to interact effectively with the alien signals [Data: Reports (52)].\\n\\n## Interpretation of Cosmic Diplomacy\\n\\nDr. Hayes' interpretation of some alien communications as cosmic diplomacy suggested that the alien signals might contain messages of a diplomatic nature. This interpretation opened up the possibility of establishing communication and potentially diplomatic relations with extraterrestrial beings. The concept of cosmic diplomacy highlighted the broader implications of Dr. Hayes' work and its potential to reshape our understanding of interstellar relations. Their technical expertise was thus crucial in exploring these diplomatic possibilities [Data: Reports (52)].\\n\\nIn summary, Dr. Jordan Hayes' technical expertise was instrumental in the mission's success at Dulce Base. Their skills in decoding alien communications, collaborating with team members, studying alien technology, and engaging directly with alien signals were critical in advancing the mission's objectives and exploring the broader implications of their findings.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11125,\n",
+       "    'output_tokens': 837,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  52  Paranormal Military Squad at Dulce Base   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  10   every transmission,\" Jordan Hayes murmured, t...\n",
-       "     2   8  ences the full spectrum of human curiosity and...\n",
-       "     3   9  ; we are the threads that may weave a new cosm...},\n",
-       "    'token_ct': 12034},\n",
-       "   'id': 108},\n",
-       "  {'query': 'What specific challenges did each team member face during Operation: Dulce?',\n",
-       "   'answer': \"### Challenges Faced by Each Team Member During Operation: Dulce\\n\\n#### Alex Mercer\\nAlex Mercer, the leader of the Paranormal Military Squad, faced the challenge of maintaining his team's morale and focus amidst the ominous atmosphere of the Dulce Military Base. His leadership was tested by the need to balance strict military protocols with the flexibility required to handle the unpredictable nature of their mission. Alex's internal struggle was evident as he grappled with the unknown elements of the base and the mission's broader implications for humanity [Data: Reports (3); Sources (2, 4)].\\n\\n#### Sam Rivera\\nSam Rivera, the team's communication expert, dealt with the pressure of deciphering alien signals and ensuring effective communication within the team. Sam's role was critical, as any misinterpretation of the signals could jeopardize the mission. The weight of expectation and the trust placed in him by Alex added to his stress, making his task even more daunting [Data: Reports (3); Sources (2, 4)].\\n\\n#### Taylor Cruz\\nTaylor Cruz faced the challenge of maintaining operational discipline and readiness. His authoritative demeanor often clashed with the need for flexibility in the face of the unknown. Taylor's struggle was to keep the team focused and moving forward, despite the eerie and unsettling environment of the base. His rigid adherence to protocol sometimes conflicted with the need for adaptive thinking [Data: Reports (3); Sources (2, 4)].\\n\\n#### Jordan Hayes\\nJordan Hayes, the team's analytical mind, faced the challenge of interpreting and understanding the alien technology and signals they encountered. The psychological toll of the base's atmosphere and the pressure to provide accurate and actionable insights weighed heavily on Jordan. Their role required a balance of skepticism and open-mindedness, which was crucial for the mission's success [Data: Reports (3); Sources (2, 4)].\\n\\n### Conclusion\\nEach team member of Operation: Dulce faced unique challenges that tested their skills, resilience, and ability to work together under extreme conditions. Their collective efforts and the obstacles they overcame highlight the complexity and high stakes of their mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  3  Operation: Dulce and the Paranormal Military S...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Operation: Dulce and the Paranormal Military...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     1  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     2  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...\n",
-       "     3  4   were at once coherent and enigmatic: \"*Voyage...},\n",
-       "    'token_ct': 11778},\n",
-       "   'id': 109},\n",
-       "  {'query': \"How did the team members' backgrounds and expertise influence their roles in the mission?\",\n",
-       "   'answer': \"# Influence of Team Members' Backgrounds and Expertise on Their Roles in the Mission\\n\\n## Sam Rivera: The Cybersecurity Expert\\n\\nSam Rivera's background as a cybersecurity expert is pivotal to the mission at Dulce Base. Their technical expertise in deciphering and establishing communication with extraterrestrial signals is crucial. Sam's role involves adapting gear to transmute foreign signals into something the team can dissect, showcasing their ability to bridge human and alien systems [Data: Reports (5); Sources (3)]. Their optimism and enthusiasm for first contact with extraterrestrial beings drive the team's efforts forward, making them a central figure in the mission [Data: Reports (5); Sources (3)].\\n\\n## Taylor Cruz: The Cautious Leader\\n\\nTaylor Cruz provides a counterbalance to Sam's optimism with a cautious and practical approach. Their background likely includes leadership and strategic decision-making, which is evident in their role as a commanding figure who ensures that the team remains grounded and focused on facts rather than conjecture [Data: Reports (5); Sources (3)]. Taylor's ability to weigh the worth of anomalies and their insistence on documenting every detail highlight their disciplined and methodical nature [Data: Sources (3)].\\n\\n## Alex Mercer: The Mentor and Military Strategist\\n\\nAlex Mercer's prior military experience and resolve make him a mentor to Sam Rivera and a guiding force for the team. His background in military strategy allows him to absorb and evaluate hypotheses with a critical eye, ensuring that the team remains focused on their mission's objectives [Data: Reports (5); Sources (3)]. Alex's ability to connect the dots and understand the broader implications of their discoveries positions him as a key figure in interpreting the alien messages and determining the team's course of action [Data: Sources (3)].\\n\\n## Dr. Jordan Hayes: The Scientific Analyst\\n\\nDr. Jordan Hayes' scientific background is crucial for analyzing and interpreting the extraterrestrial signals. Their expertise in aligning satellite data with alien messages and understanding the celestial mechanics behind the signal disruptions showcases their analytical skills [Data: Reports (5); Sources (3)]. Jordan's ability to decipher the coordinates and warnings in the alien messages highlights their role as the team's scientific analyst, providing critical insights that guide the mission [Data: Sources (3)].\\n\\n## Conclusion\\n\\nThe diverse backgrounds and expertise of the team members at Dulce Base significantly influence their roles in the mission. Sam Rivera's technical skills, Taylor Cruz's cautious leadership, Alex Mercer's military strategy, and Dr. Jordan Hayes' scientific analysis all contribute to a well-rounded team capable of tackling the complexities of extraterrestrial communication and the potential implications for humanity.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11843},\n",
-       "   'id': 110},\n",
-       "  {'query': 'What were the key moments of collaboration or conflict among the team members?',\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 55},\n",
+       "  {'query': 'What were the most significant breakthroughs achieved by the team in understanding alien communication?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 111},\n",
-       "  {'query': \"How did the team's dynamics evolve throughout the mission?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 56},\n",
+       "  {'query': 'What specific skills and experiences does Mercer bring to the team?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 112},\n",
-       "  {'query': 'What were the outcomes of the mission, and how did each team member contribute to these results?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 113},\n",
-       "  {'query': 'What specific skills does Agent Mercer possess that make him an effective leader?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 114},\n",
-       "  {'query': \"How does Agent Mercer's background and experience influence his approach to the mission?\",\n",
-       "   'answer': \"# Agent Mercer's Background and Experience: Influence on the Mission\\n\\n## Leadership and Strategic Planning\\n\\nAgent Alex Mercer is depicted as a leader within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. His leadership is characterized by a diplomatic approach to potential extraterrestrial contact and a focus on strategic planning [Data: Reports (4)]. Mercer's prior military resolve and experience in strategic operations are evident in his methodical and cautious approach to the mission. This is highlighted in his interactions with other team members, where he balances authority with collaboration, ensuring that the team's efforts are both coordinated and effective [Data: Sources (3, 8, 5)].\\n\\n## Diplomatic and Analytical Skills\\n\\nMercer's diplomatic skills are crucial in navigating the complexities of interstellar communication. His ability to absorb and analyze hypotheses, such as the synchronization of signal disruptions with zenithal star alignments, demonstrates his analytical prowess and openness to unconventional ideas [Data: Sources (3)]. This analytical mindset allows him to consider various possibilities and implications of the alien signals, ensuring that the team remains grounded while exploring new frontiers [Data: Sources (8)].\\n\\n## Collaboration and Team Dynamics\\n\\nMercer's leadership style fosters a collaborative environment within the team. His interactions with Dr. Jordan Hayes and Taylor Cruz reflect a mutual respect and reliance on each other's expertise. This collaborative dynamic is essential for the success of their mission, as it allows the team to leverage their diverse skills and perspectives [Data: Reports (4); Sources (3, 8)]. Mercer's ability to maintain a balance between authority and collaboration ensures that the team operates cohesively, even under the pressure of potentially groundbreaking discoveries [Data: Sources (5)].\\n\\n## Adaptability and Preparedness\\n\\nMercer's experience in military operations has instilled in him a sense of adaptability and preparedness. He understands the importance of being ready for any eventuality, whether it be a monumental breakthrough or an unprecedented catastrophe [Data: Sources (3)]. This preparedness is evident in his directive to document everything meticulously and to approach the mission with both caution and curiosity [Data: Sources (8)]. Mercer's adaptability allows him to pivot the team's objectives as new information emerges, ensuring that they remain responsive to the evolving nature of their mission [Data: Sources (5)].\\n\\n## Conclusion\\n\\nAgent Alex Mercer's background and experience significantly influence his approach to the mission. His leadership, diplomatic skills, collaborative mindset, and adaptability ensure that the Paranormal Military Squad is well-equipped to navigate the complexities of interstellar communication and potential extraterrestrial contact. Mercer's strategic and analytical approach, combined with his ability to foster a cohesive team dynamic, positions the squad for success in their groundbreaking mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12102},\n",
-       "   'id': 115},\n",
-       "  {'query': 'What are some specific challenges Mercer faces in his role, and how does he address them?',\n",
-       "   'answer': '### Specific Challenges Faced by Alex Mercer and His Responses to Them\\n\\n#### Navigating Uncertainty and Risk\\n\\nOne of the primary challenges Alex Mercer faces in his role with the Paranormal Military Squad at Dulce Base is navigating the uncertainty and risk associated with deciphering and responding to extraterrestrial signals. The team is often at a crossroads where their actions could lead to monumental breakthroughs or unprecedented catastrophes. For instance, when the team first establishes a line of communication with the extraterrestrial signals, Taylor Cruz orders, \"Once you\\'ve established a line, document everything. We can\\'t afford to miss any detail\" [Data: Sources (3)]. This highlights the high stakes and the need for meticulous documentation and analysis to avoid potential pitfalls.\\n\\n#### Balancing Optimism and Caution\\n\\nMercer also faces the challenge of balancing the team\\'s optimism with a necessary level of caution. While Sam Rivera\\'s enthusiasm drives the team\\'s efforts, Mercer\\'s role often involves tempering this optimism with practical considerations. For example, when Taylor Cruz expresses skepticism about the hypothesis that the signal disruptions sync with zenithal star alignments, Mercer defends the hypothesis by stating, \"This isn\\'t mysticism, Cruz. It\\'s a hypothesis based on observed phenomena as unpredictable as the place we\\'re standing in\" [Data: Sources (3)]. This shows Mercer\\'s ability to support innovative ideas while ensuring they are grounded in observable data.\\n\\n#### Ensuring Team Cohesion and Morale\\n\\nMaintaining team cohesion and morale is another significant challenge. The team members, including Jordan Hayes, Taylor Cruz, and Sam Rivera, bring diverse perspectives and expertise, which can sometimes lead to tension. Mercer addresses this by fostering a sense of shared purpose and mutual respect. For instance, when the team faces the daunting task of interpreting a warning from the extraterrestrial message, Mercer emphasizes the importance of understanding intent and keeping the team grounded: \"Mercer, I rely on you to keep the team grounded. No one goes off-course\" [Data: Sources (3)]. This underscores his role in maintaining focus and unity within the team.\\n\\n#### Adapting to Evolving Missions\\n\\nThe evolving nature of their mission presents another challenge. Initially, the team\\'s mandate is to observe and report, but it soon shifts to active engagement and preparation for potential contact. Mercer adapts to this change by encouraging a proactive approach. When the team receives a cryptic message that includes the words \"Voyage. Convergence. Peril,\" Mercer deduces, \"It’s a call to action,\" and emphasizes the need to understand the intent behind the message [Data: Sources (3)]. This adaptability is crucial for the team\\'s success in their unprecedented mission.\\n\\n#### Addressing Ethical and Existential Questions\\n\\nFinally, Mercer must address the ethical and existential questions that arise from their interactions with extraterrestrial intelligence. The implications of their discoveries could redefine humanity\\'s place in the cosmos, and Mercer recognizes the gravity of their role. He often reflects on the broader significance of their mission, as seen when he states, \"We’re not just decoding signals; we’re translating intentions\" [Data: Sources (8)]. This awareness helps guide the team\\'s actions and decisions, ensuring they approach their mission with the necessary depth and responsibility.\\n',\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 11972},\n",
-       "   'id': 116},\n",
-       "  {'query': \"How do other team members perceive Mercer's leadership and contributions?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 117},\n",
-       "  {'query': 'Can you provide more details on the interactions between Mercer and other key team members during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 118},\n",
-       "  {'query': 'What specific skills does Dr. Jordan Hayes bring to the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 119},\n",
-       "  {'query': \"How does Agent Mercer's leadership style influence the team's dynamics?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 120},\n",
-       "  {'query': 'Can you provide more details on the specific alien signals that Dr. Jordan Hayes has decrypted?',\n",
-       "   'answer': \"Dr. Jordan Hayes has been deeply involved in the decryption of alien signals at Dulce Base, a highly classified facility in New Mexico. The base is central to the Paranormal Military Squad's operations, focusing on extraterrestrial communication and research [Data: Reports (2)].\\n\\n### The Nature of the Alien Signals\\n\\nThe alien signals intercepted and decrypted by Dr. Hayes are not merely random static but exhibit distinct patterns and sequences that suggest a high level of intelligence behind them. These signals have evolved over time, indicating that they are not just one-way communications but are responsive to the team's attempts at interaction [Data: Sources (4, 5, 8)]. For instance, Jordan noted that the signal was 'evolving' and 'responding to us,' which implies a form of advanced AI or an intelligent entity on the other end [Data: Sources (4)].\\n\\n### Decryption Process and Challenges\\n\\nThe decryption process is complex and requires a deep understanding of both human and potential alien cognitive patterns. Jordan has been working on isolating sequences that recur with more intention than static, suggesting that these could be 'handshakes' or initial attempts at establishing a dialogue [Data: Sources (8)]. The signals have been described as having a 'linguistic lock,' a test of comprehension that the team needs to solve to establish meaningful communication [Data: Sources (5)].\\n\\n### Implications of the Decrypted Signals\\n\\nThe decrypted signals have profound implications. They suggest that the extraterrestrial intelligence behind them is capable of complex thought processes, including recognition, learning, and possibly even empathy [Data: Sources (8)]. This opens up the possibility of a new kind of diplomacy and interstellar communication, where humanity could engage in a broader spectrum of cognizance with alien civilizations [Data: Sources (8)].\\n\\n### Team Dynamics and Responsibilities\\n\\nDr. Hayes works closely with other key personnel at Dulce Base, including Alex Mercer, Taylor Cruz, and Sam Rivera. Each member brings their expertise to the table, but it is Jordan's analytical skills and deep understanding of the signals that drive much of the decryption efforts. The team operates under the constant pressure of ensuring that their interactions with the alien signals are cautious and measured, as any misstep could have significant consequences [Data: Sources (4, 5, 8)].\\n\\nIn summary, Dr. Jordan Hayes has played a crucial role in decrypting alien signals at Dulce Base, revealing complex and responsive communications that could pave the way for unprecedented interstellar dialogue.\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11894},\n",
-       "   'id': 121},\n",
-       "  {'query': 'What are some of the challenges faced by the Paranormal Military Squad at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 122},\n",
-       "  {'query': 'How do other team members, such as Taylor Cruz and Sam Rivera, contribute to the mission?',\n",
-       "   'answer': \"# Contributions of Taylor Cruz and Sam Rivera to the Mission\\n\\n## Taylor Cruz's Strategic Leadership\\n\\nTaylor Cruz plays a pivotal role in the Paranormal Military Squad through their strategic leadership and cautious approach. Cruz is depicted as a commanding figure who provides pragmatic oversight and exercises skepticism, particularly during the interstellar communication process. Their interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reflect a balance of authority and collaboration, which is crucial for the success of the squad's objectives [Data: Reports (4); Sources (3, 2)]. Cruz's ability to maintain discipline and focus within the team is evident in their insistence on documenting every detail and their emphasis on the importance of facts over conjecture [Data: Sources (3, 2)]. This disciplined approach ensures that the team remains grounded and methodical in their operations, reducing the risk of errors during critical moments.\\n\\n## Sam Rivera's Technical Expertise and Optimism\\n\\nSam Rivera contributes significantly to the mission through their technical expertise and optimistic outlook. Rivera is responsible for adapting the team's gear to transmute foreign signals into something the team can dissect, showcasing their technical skills and innovative thinking [Data: Sources (3)]. Their ability to bridge systems for communication is crucial in the team's efforts to decode and understand alien signals. Rivera's enthusiasm and willingness to take on challenges are highlighted in their interactions with other team members, particularly when they step forward to offer solutions during moments of uncertainty [Data: Sources (3, 2)]. This optimism and technical proficiency not only boost the team's morale but also drive the mission forward by enabling the team to make significant breakthroughs in their communication efforts.\\n\\n## Collaborative Dynamics\\n\\nThe collaborative dynamics between Taylor Cruz and Sam Rivera are essential to the mission's success. Cruz's strategic oversight and Rivera's technical ingenuity complement each other, creating a balanced approach to problem-solving. For instance, while Cruz ensures that the team remains focused and methodical, Rivera's innovative solutions and technical skills provide the necessary tools to achieve their objectives [Data: Reports (4); Sources (3, 2)]. This synergy between leadership and technical expertise allows the team to navigate the complexities of interstellar communication and potential extraterrestrial contact effectively.\\n\\n## Conclusion\\n\\nIn summary, Taylor Cruz and Sam Rivera play crucial roles in the Paranormal Military Squad's mission. Cruz's strategic leadership and disciplined approach ensure that the team remains focused and methodical, while Rivera's technical expertise and optimism drive the mission forward by enabling significant breakthroughs. Their collaborative dynamics create a balanced and effective team capable of navigating the complexities of their mission.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  9  ; we are the threads that may weave a new cosm...},\n",
-       "    'token_ct': 12066},\n",
-       "   'id': 123},\n",
-       "  {'query': 'What are the specific roles of other team members in the decryption process?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 124},\n",
-       "  {'query': 'How does Agent Mercer’s background and experience influence his approach to extraterrestrial communication?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 125},\n",
-       "  {'query': 'What are some of the challenges faced by the team in decrypting and understanding alien signals?',\n",
-       "   'answer': \"# Challenges in Decrypting and Understanding Alien Signals at Dulce Base\\n\\n## Complexity and Evolution of Alien Signals\\n\\nOne of the primary challenges faced by the team at Dulce Base is the complexity and evolving nature of the alien signals. The signals are not static; they adapt and change in response to the team's decryption efforts. Dr. Jordan Hayes notes that the patterns are evolving, suggesting that the alien intelligence is learning and adapting to their attempts at communication [Data: Sources (7, 8)]. This dynamic nature of the signals requires the team to continuously update and refine their decryption methods, making the process highly intricate and demanding.\\n\\n## Interpreting Alien Intentions\\n\\nAnother significant challenge is interpreting the intentions behind the alien signals. The team must decipher not only the literal content of the messages but also the underlying intentions and context. This is complicated by the fact that the signals may contain elements of alien cognition, recognition, learning, and even empathy [Data: Sources (8)]. Understanding these aspects is crucial for ensuring that the team's responses are appropriate and do not inadvertently provoke a negative reaction.\\n\\n## Ensuring Control and Security\\n\\nMaintaining control and security over the decryption process is a constant concern. As the signals evolve and potentially become more complex, there is a risk that the alien intelligence could outpace the team's understanding and control. Taylor Cruz emphasizes the importance of ensuring that the communication stream remains secured and monitored, highlighting the potential risks of losing control over the interaction [Data: Sources (7, 8)].\\n\\n## Balancing Caution and Curiosity\\n\\nThe team also faces the challenge of balancing caution with their scientific curiosity. While the potential for groundbreaking discoveries is immense, there is also a significant risk involved in engaging with an unknown and possibly superior intelligence. Taylor Cruz's cautionary stance reflects the need to tread carefully and consider the broader implications of their actions [Data: Sources (7, 8)].\\n\\n## Technical and Logistical Hurdles\\n\\nOn a more practical level, the team must navigate various technical and logistical hurdles. The decryption process involves sophisticated technology and requires meticulous coordination among team members. The high-stakes environment of Dulce Base, with its focus on covert operations and national security, adds an additional layer of complexity to their work [Data: Reports (2)].\\n\\n## Conclusion\\n\\nIn summary, the team at Dulce Base faces numerous challenges in decrypting and understanding alien signals. These include the evolving complexity of the signals, interpreting alien intentions, ensuring control and security, balancing caution with curiosity, and overcoming technical and logistical hurdles. Their work is a delicate dance of science, strategy, and diplomacy, with each step potentially altering the course of human history.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  4   were at once coherent and enigmatic: \"*Voyage...\n",
-       "     3  7   have a way in.\"\\n\\nA slight nod was Alex's im...},\n",
-       "    'token_ct': 11925},\n",
-       "   'id': 126},\n",
-       "  {'query': 'How does the team ensure the security and confidentiality of their communications with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 127},\n",
-       "  {'query': 'What are the potential implications of successful communication with extraterrestrial intelligence for global security and humanity?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 128},\n",
-       "  {'query': 'What specific strategies did Alex Mercer employ to maintain team morale and focus during the mission?',\n",
-       "   'answer': '# Strategies Employed by Alex Mercer to Maintain Team Morale and Focus\\n\\n## Leadership and Diplomacy\\n\\nAlex Mercer demonstrated a strong sense of leadership and diplomacy throughout the mission. He maintained a calm and composed demeanor, which helped to stabilize the team during moments of high tension. For instance, when the team was on the brink of making first contact, Alex\\'s question, \"Thoughts?\" invited collaboration and acknowledged the expertise of his team members, particularly Dr. Jordan Hayes [Data: Sources (5)]. This approach fostered a sense of mutual respect and collective effort.\\n\\n## Encouraging Collaboration\\n\\nMercer encouraged open communication and collaboration among the team members. He often sought input from his colleagues, which helped to create an inclusive environment where everyone felt valued. For example, during a critical moment in the mission, Alex asked for the team\\'s thoughts, which allowed them to share their insights and contribute to the decision-making process [Data: Sources (5)]. This strategy not only boosted morale but also ensured that the team was working cohesively towards their common goal.\\n\\n## Balancing Caution and Optimism\\n\\nAlex Mercer skillfully balanced caution with optimism. He was aware of the potential risks involved in their mission but also recognized the importance of maintaining a positive outlook. When the team was deciphering the alien signal, Alex advised them to \"tread carefully\" and \"communicate with purpose,\" which highlighted the need for caution while also encouraging them to stay focused on their objective [Data: Sources (4)]. This balanced approach helped to keep the team grounded and motivated.\\n\\n## Providing Clear Direction\\n\\nMercer provided clear and decisive direction during critical moments. His ability to articulate the mission\\'s objectives and the steps needed to achieve them helped to keep the team focused. For instance, when the team was preparing to establish a dialogue with the extraterrestrial intelligence, Alex emphasized the importance of understanding the signal and communicating effectively [Data: Sources (4)]. This clarity of purpose helped to align the team\\'s efforts and maintain their focus.\\n\\n## Fostering a Sense of Purpose\\n\\nAlex Mercer instilled a sense of purpose in the team by emphasizing the significance of their mission. He reminded them that their work could potentially redefine humanity\\'s understanding of the universe. This sense of higher purpose was particularly evident when Alex reflected on the mission\\'s broader implications, stating that their actions could dictate the outcome of the entire operation [Data: Sources (4)]. By highlighting the importance of their work, Mercer helped to inspire and motivate the team.\\n\\n## Conclusion\\n\\nThrough his leadership, diplomacy, encouragement of collaboration, balanced approach, clear direction, and emphasis on the mission\\'s significance, Alex Mercer effectively maintained team morale and focus during the mission. His strategies ensured that the team remained cohesive, motivated, and aligned with their objectives, ultimately contributing to the success of their mission.\\n',\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  4   were at once coherent and enigmatic: \"*Voyage...},\n",
-       "    'token_ct': 12114},\n",
-       "   'id': 129},\n",
-       "  {'query': \"How did the team members' individual skills contribute to the overall success of the mission?\",\n",
-       "   'answer': \"# Contribution of Team Members' Skills to the Mission's Success\\n\\n## Sam Rivera's Technical Expertise\\n\\nSam Rivera, a cybersecurity expert, played a pivotal role in deciphering and establishing communication with extraterrestrial signals. Their technical skills were crucial in adapting the team's gear to transmute foreign signals into something the team could dissect. This ability to bridge systems for communication was a testament to the mentorship and belief instilled in them by Alex Mercer and the team [Data: Reports (5); Sources (3, 2, 3, 3)]. Sam's optimism and enthusiasm for first contact with extraterrestrial beings also helped drive the team's efforts forward [Data: Reports (5)].\\n\\n## Alex Mercer's Leadership and Mentorship\\n\\nAlex Mercer acted as a mentor and guide for the team, particularly for Sam Rivera. His prior military resolve and experience provided a stabilizing force, helping to keep the team grounded and focused on their mission. Alex's ability to absorb and consider hypotheses, such as the zenithal star alignments, demonstrated his open-mindedness and intellectual curiosity, which were essential for navigating the unknown aspects of their mission [Data: Reports (5); Sources (3, 2)].\\n\\n## Taylor Cruz's Cautious Approach\\n\\nTaylor Cruz provided a counterbalance to Sam Rivera's optimism with a more cautious and practical approach. Their focus on facts and critical intel ensured that the team remained grounded in reality and did not get carried away by speculative theories. Taylor's command and authority were crucial in maintaining discipline and order within the team, especially during moments of uncertainty and potential danger [Data: Reports (5); Sources (3, 2)].\\n\\n## Jordan Hayes' Analytical Skills\\n\\nDr. Jordan Hayes brought a scientific and analytical perspective to the team. Their ability to interpret patterns in signal disruptions and align them with celestial mechanics provided critical insights that helped the team understand the nature of the extraterrestrial signals. Jordan's composure and intellectual curiosity were vital in driving the team's efforts to decode and respond to the messages they received [Data: Reports (5); Sources (3, 2)].\\n\\n## Collaborative Efforts and Team Dynamics\\n\\nThe success of the mission was not solely due to individual skills but also the collaborative efforts and dynamics of the team. Each member's unique strengths complemented the others, creating a balanced and effective unit. The team's ability to work together, despite their different approaches and perspectives, was key to their ability to navigate the complexities of their mission and achieve their objectives [Data: Reports (5); Sources (3, 2)].\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     3  3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 11832},\n",
-       "   'id': 130},\n",
-       "  {'query': 'What were the specific environmental challenges faced at the Dulce Military Base, and how were they mitigated?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 131},\n",
-       "  {'query': 'Can you provide more details on the transition from exploration to engagement with the extraterrestrial signal?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 132},\n",
-       "  {'query': 'What were the long-term implications of the first contact established during the Dulce Base mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 133},\n",
-       "  {'query': 'What specific technological advancements were made by the Paranormal Military Squad following the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 134},\n",
-       "  {'query': \"How did the first contact event impact the individual team members' roles and responsibilities?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 135},\n",
-       "  {'query': 'What were the long-term implications of the first contact event for the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 136},\n",
-       "  {'query': 'How did the team manage the psychological challenges brought about by the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 137},\n",
-       "  {'query': 'What were the key elements of the alien code that Dr. Jordan Hayes deciphered?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 138},\n",
-       "  {'query': \"What are some specific instances where Taylor Cruz's strategic decisions impacted the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 139},\n",
-       "  {'query': \"How does Dr. Jordan Hayes' approach to alien signal decryption differ from other team members?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 140},\n",
-       "  {'query': 'What are the dynamics between Taylor Cruz and Alex Mercer within the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 141},\n",
-       "  {'query': 'Can you provide more details on the collaborative efforts between Dr. Jordan Hayes and Sam Rivera?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 142},\n",
-       "  {'query': 'What are the potential risks that Taylor Cruz is most concerned about in the mission?',\n",
-       "   'answer': \"## Potential Risks Highlighted by Taylor Cruz in the Mission to Dulce Base and Beyond ##\\n\\n### Emphasis on Protocols and Caution ###\\n\\nTaylor Cruz is depicted as a highly cautious and strategic leader within the Paranormal Military Squad. One of the primary risks Cruz is concerned about is the deviation from established protocols. Cruz emphasizes the importance of maintaining strict adherence to protocols to mitigate the risks associated with the unknown variables they are likely to encounter during their mission [Data: Reports (4); Sources (0)]. This cautious approach is evident in Cruz's interactions with other team members, where they often remind them to focus and avoid speculation, which Cruz views as counter-productive [Data: Sources (0)].\\n\\n### Unpredictability and Unknown Variables ###\\n\\nCruz is acutely aware of the unpredictable nature of their mission, particularly the unknown variables that lie beyond the boundaries of any established protocol. This concern is highlighted during a meeting where Dr. Jordan Hayes mentions the need to remain adaptive due to the unknown challenges they might face. Cruz acknowledges this but maintains a focus on the importance of protocols [Data: Sources (0)]. The unpredictability of the mission is a significant risk that Cruz is constantly trying to manage through strict adherence to procedures and protocols.\\n\\n### Potential Aggressiveness of Alien Intent ###\\n\\nAnother major risk that Cruz is concerned about is the potential aggressiveness of the alien intelligence they are attempting to communicate with. Cruz's cautious nature leads them to question the intent behind the alien signals and to prepare for the possibility that these communications could be threats rather than peaceful overtures [Data: Sources (0)]. This concern is reflected in Cruz's insistence on documenting everything meticulously and ensuring that no detail is overlooked, as any misstep could lead to catastrophic consequences.\\n\\n### Balancing Authority and Trust ###\\n\\nCruz also faces the challenge of balancing their authoritative role with the need to foster trust and collaboration within the team. This is particularly important given the high-stakes nature of their mission, where the success of their objectives relies heavily on the team's ability to work together effectively. Cruz's interactions with other team members, such as Alex Mercer and Dr. Jordan Hayes, often involve a delicate balance of asserting authority while also acknowledging the importance of trust and adaptability [Data: Reports (4); Sources (0)].\\n\\n### Conclusion ###\\n\\nIn summary, Taylor Cruz's primary concerns revolve around maintaining strict adherence to protocols, managing the unpredictability of the mission, preparing for potential threats from alien intelligence, and balancing authority with trust within the team. These concerns highlight Cruz's strategic and cautious approach to the mission, aiming to mitigate risks and ensure the success of their objectives.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':    id                                               text\n",
-       "     0   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3   6  cribed not in the dust of desert confines, but...\n",
-       "     4   3  , absorbed in the bewilderment of contact, whi...},\n",
-       "    'token_ct': 12710},\n",
-       "   'id': 143},\n",
-       "  {'query': 'What specific roles do Dr. Jordan Hayes and Agent Alex Mercer play in the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 144},\n",
-       "  {'query': \"How does Sam Rivera's technical expertise contribute to the team's mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 145},\n",
-       "  {'query': 'What are the psychological challenges faced by the Paranormal Military Squad team members?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 146},\n",
-       "  {'query': \"How does Taylor Cruz's pragmatic approach influence the team's strategies?\",\n",
-       "   'answer': \"# Taylor Cruz's Pragmatic Influence on Team Strategies\\n\\n## Strategic Leadership and Decision-Making\\n\\nTaylor Cruz's pragmatic approach significantly shapes the strategies and decision-making processes of the Paranormal Military Squad. As a commanding figure within the team, Cruz is known for their cautious and strategic oversight, particularly during the interstellar communication process. This pragmatic stance ensures that the team remains grounded and focused on factual data rather than speculative theories [Data: Reports (4); Sources (3)]. For instance, during a critical moment of signal interpretation, Cruz emphasized the need for facts over mystic conjecture, highlighting their preference for evidence-based strategies [Data: Sources (3)].\\n\\n## Balancing Authority and Collaboration\\n\\nCruz's interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reflect a balance of authority and collaboration. This dynamic is crucial for the success of the squad's objectives, as it fosters an environment where team members can contribute their expertise while adhering to a structured approach [Data: Reports (4); Sources (3)]. Cruz's ability to seek counsel from team members like Sam Rivera, while maintaining a calculated and authoritative stance, exemplifies their role in harmonizing the team's efforts towards a common goal [Data: Sources (3)].\\n\\n## Risk Management and Operational Security\\n\\nOne of the key aspects of Cruz's pragmatic approach is their focus on risk management and operational security. Cruz's insistence on documenting every detail and ensuring no information is missed underscores their commitment to minimizing risks and maximizing the team's chances of success [Data: Sources (3)]. This meticulous attention to detail is evident in their directive to document everything during the initial stages of establishing communication with extraterrestrial intelligence, reflecting their strategic foresight and caution [Data: Sources (3)].\\n\\n## Influence on Team Dynamics and Morale\\n\\nCruz's pragmatic approach also influences the team's dynamics and morale. By providing clear directives and maintaining a composed demeanor, Cruz helps to instill a sense of purpose and direction within the team. Their ability to balance skepticism with openness to new ideas ensures that the team remains adaptable while staying focused on their mission [Data: Reports (4); Sources (3)]. This leadership style not only enhances the team's operational efficiency but also fosters a collaborative and resilient team culture.\\n\\n## Conclusion\\n\\nIn summary, Taylor Cruz's pragmatic approach plays a pivotal role in shaping the strategies and decision-making processes of the Paranormal Military Squad. Their emphasis on factual data, risk management, and balanced authority significantly influences the team's operational success and overall dynamics. Cruz's leadership ensures that the team remains focused, adaptable, and prepared to navigate the complexities of interstellar communication and extraterrestrial engagement.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 12085},\n",
-       "   'id': 147},\n",
-       "  {'query': 'What are the potential threats identified by the Paranormal Military Squad in their mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 148},\n",
-       "  {'query': \"What specific strategies does Alex Mercer employ to ensure the success of the Paranormal Military Squad's mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 149},\n",
-       "  {'query': \"How does Dr. Jordan Hayes contribute to the squad's long-term goals?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 150},\n",
-       "  {'query': 'What are the potential risks and challenges faced by the Paranormal Military Squad in their mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 151},\n",
-       "  {'query': \"How does Taylor Cruz's role complement Alex Mercer's leadership within the squad?\",\n",
-       "   'answer': \"# Taylor Cruz's Role Complementing Alex Mercer's Leadership within the Squad\\n\\n## Introduction\\n\\nThe Paranormal Military Squad, centered around Dulce Base, is a covert team focused on interstellar communication and extraterrestrial engagement. Key figures in this squad include Alex Mercer and Taylor Cruz, whose roles and leadership styles complement each other to ensure the success of their mission [Data: Reports (4)].\\n\\n## Alex Mercer's Leadership\\n\\nAlex Mercer is recognized as a leader within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. Mercer's leadership is characterized by a diplomatic approach to potential extraterrestrial contact and a focus on strategic planning [Data: Reports (4)]. His ability to maintain a controlled presence and provide steady guidance is crucial during high-stakes operations, such as decrypting alien signals and engaging in interstellar communication [Data: Sources (9)]. Mercer's leadership style fosters a collaborative environment, encouraging team members to contribute their expertise and insights [Data: Reports (4)].\\n\\n## Taylor Cruz's Strategic Role\\n\\nTaylor Cruz plays a pivotal role within the squad, known for their cautious and strategic approach to the mission. Cruz's responsibilities include providing pragmatic oversight and exercising skepticism, particularly during the interstellar communication process [Data: Reports (4)]. Their interactions with other team members, such as Dr. Jordan Hayes and Sam Rivera, reflect a balance of authority and collaboration, which is crucial for the success of the squad's objectives [Data: Reports (4); Sources (9)]. Cruz's ability to anticipate potential risks and enforce protocols ensures that the team remains focused and prepared for any unforeseen challenges [Data: Reports (4)].\\n\\n## Complementary Dynamics\\n\\nThe complementary dynamics between Mercer and Cruz are evident in their interactions and decision-making processes. While Mercer provides the diplomatic and strategic vision, Cruz ensures that the team adheres to protocols and remains vigilant against potential threats. This balance of leadership styles creates a robust framework for the squad's operations, allowing them to navigate the complexities of interstellar communication effectively [Data: Reports (4); Sources (9)]. For instance, during critical moments of signal decryption and analysis, Mercer's steady guidance and Cruz's pragmatic oversight work in tandem to achieve breakthroughs [Data: Sources (9)].\\n\\n## Conclusion\\n\\nIn summary, Taylor Cruz's role as a cautious and strategic leader complements Alex Mercer's diplomatic and collaborative leadership within the Paranormal Military Squad. Their combined efforts create a balanced and effective team dynamic, essential for the success of their mission to establish contact with extraterrestrial intelligence [Data: Reports (4); Sources (9)].\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  4  Dulce Base and the Paranormal Military Squad: ...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  9  ; we are the threads that may weave a new cosm...\n",
-       "     1  2  . \"Your take on these signal inconsistencies?\"...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12071},\n",
-       "   'id': 152},\n",
-       "  {'query': 'What technological advancements have been made by the squad so far in their efforts to communicate with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 153},\n",
-       "  {'query': \"What specific experiences in Mercer's military background prepared him for this mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 154},\n",
-       "  {'query': \"How do Mercer's interactions with Dr. Jordan Hayes and Taylor Cruz influence the team's approach to the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 155},\n",
-       "  {'query': \"What are some examples of Mercer's diplomatic skills in action during the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 156},\n",
-       "  {'query': \"How does Mercer's adaptability manifest in specific situations during the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 157},\n",
-       "  {'query': 'What are the potential risks and challenges that Mercer anticipates, and how does he plan to address them?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 158},\n",
-       "  {'query': 'What are some specific challenges Mercer faced during the mission at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 159},\n",
-       "  {'query': \"How does Mercer's military background influence his leadership style?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 160},\n",
-       "  {'query': \"Can you provide more details on Mercer's relationship with other team members?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 161},\n",
-       "  {'query': \"What are some examples of Mercer's strategic decisions that impacted the mission's outcome?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 162},\n",
-       "  {'query': 'How does Mercer handle conflicts within the team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 163},\n",
-       "  {'query': 'What specific skills does Agent Mercer bring to the Paranormal Military Squad Team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 164},\n",
-       "  {'query': \"How do Agent Mercer's interactions with Dr. Jordan Hayes influence the team's progress?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 165},\n",
-       "  {'query': 'What are some examples of the psychological complexities Mercer navigates during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 166},\n",
-       "  {'query': \"How does Mercer's leadership style compare to that of other team members like Taylor Cruz?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 167},\n",
-       "  {'query': 'What are the potential risks and challenges that Mercer foresees in the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 168},\n",
-       "  {'query': 'What specific skills and expertise does Alex Mercer bring to the Dulce Base mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 169},\n",
-       "  {'query': \"How does Alex Mercer's leadership style impact the team's performance at Dulce Base?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 170},\n",
-       "  {'query': 'What are some specific examples of crises Alex Mercer has managed during the mission?',\n",
-       "   'answer': \"# Crises Managed by Alex Mercer During the Mission\\n\\n## Crisis 1: Establishing Communication with Extraterrestrial Signals\\n\\nOne of the significant crises Alex Mercer managed was the initial establishment of communication with extraterrestrial signals. This situation was fraught with uncertainty and potential danger. Taylor Cruz, despite their authority, showed signs of unease, indicating the high stakes involved. Alex's mentorship and guidance were crucial as Sam Rivera adapted their gear to transmute the foreign signals into something the team could dissect. This moment was pivotal as it marked the team's first successful attempt to bridge their systems to communicate with extraterrestrial intelligence [Data: Sources (3)].\\n\\n## Crisis 2: Decoding Alien Messages and Understanding Intent\\n\\nAnother critical situation involved decoding alien messages and understanding their intent. Dr. Jordan Hayes identified that the patterns in the signal disruptions synced with zenithal star alignments, suggesting that these 'meet and greets' were scheduled by celestial mechanics. This hypothesis was met with skepticism by Taylor Cruz, who demanded facts over conjecture. Alex Mercer played a key role in mediating this tension, emphasizing the importance of the observed phenomena and ensuring that the team remained focused on the critical intel [Data: Sources (8)].\\n\\n## Crisis 3: Handling the Warning in the Alien Message\\n\\nThe team faced a significant crisis when they decoded a message that contained coordinates and a warning. The ambiguity of the warning—whether it was out of concern or a threat—posed a substantial risk to the operation. Alex Mercer had to quickly assess the situation and guide the team through the potential implications. His decisive yet contemplative approach helped the team understand the gravity of the message and the need to determine the intent behind it [Data: Sources (8)].\\n\\n## Crisis 4: Responding to the Alien Dialogue\\n\\nResponding to the alien dialogue was another major crisis. The team had to ensure that their response was thoughtful and measured, as they were not just explorers but ambassadors. Alex Mercer's leadership was crucial in this scenario, as he emphasized the importance of empathy and understanding in their communication. This approach was vital in ensuring that the team did not make any missteps that could jeopardize their mission or humanity's first contact with extraterrestrial intelligence [Data: Sources (8)].\\n\\n## Crisis 5: Managing Team Dynamics and Tensions\\n\\nThroughout the mission, Alex Mercer also had to manage the dynamics and tensions within the team. For instance, there were moments when Taylor Cruz's pragmatic and sometimes skeptical approach clashed with the more optimistic and curious perspectives of other team members like Sam Rivera and Dr. Jordan Hayes. Alex's ability to mediate these differences and maintain a cohesive team was essential in navigating the complex and high-stakes environment of their mission [Data: Sources (3, 8)].\\n\",\n",
-       "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  8  ences the full spectrum of human curiosity and...\n",
-       "     2  5   the universe.\\n\\nIn a symphony of clicks and ...\n",
-       "     3  1   be the same.\\n\\n\\*\\n\\nThe sense of foreboding...},\n",
-       "    'token_ct': 11872},\n",
-       "   'id': 171},\n",
-       "  {'query': 'How does Alex Mercer coordinate with other key personnel like Jordan Hayes and Taylor Cruz?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 172},\n",
-       "  {'query': \"What are the broader implications of Alex Mercer's decisions on the mission's success?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 173},\n",
-       "  {'query': 'What specific skills and experiences does Alex Mercer bring to the team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 174},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 57},\n",
        "  {'query': \"How does Mercer's leadership style influence the team's dynamics?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 175},\n",
-       "  {'query': \"What are some examples of successful outcomes achieved under Mercer's guidance?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 58},\n",
+       "  {'query': \"What are some specific instances where Mercer's decisions impacted the mission's outcome?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 176},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 59},\n",
        "  {'query': 'How does Mercer handle conflicts or disagreements within the team?',\n",
-       "   'answer': \"# Handling Conflicts and Disagreements within the Team by Alex Mercer\\n\\n## Leadership and Mentorship\\n\\nAlex Mercer plays a pivotal role in managing conflicts and disagreements within the Paranormal Military Squad at Dulce Base. His approach is characterized by a blend of mentorship and authoritative decision-making. Mercer often acts as a mentor to Sam Rivera, guiding them through complex situations and instilling confidence in their abilities [Data: Reports (5); Sources (3)]. This mentorship is crucial in maintaining team cohesion and ensuring that technical challenges are met with a unified front.\\n\\n## Balancing Optimism and Pragmatism\\n\\nMercer is adept at balancing the optimism of team members like Sam Rivera with the pragmatism of others like Taylor Cruz. For instance, when Taylor Cruz expresses skepticism about the celestial mechanics hypothesis proposed by Jordan Hayes, Mercer steps in to validate the scientific basis of the hypothesis while acknowledging the need for practical considerations [Data: Sources (3)]. This ability to mediate between differing viewpoints helps in resolving conflicts and aligning the team towards common goals.\\n\\n## Decisive Leadership\\n\\nIn moments of critical decision-making, Mercer exhibits decisive leadership. When the team faces uncertainty about the intent behind an alien message, Mercer emphasizes the importance of understanding the intent, whether it is a warning or a threat [Data: Sources (3)]. His decisive yet contemplative approach ensures that the team remains focused and grounded, even in the face of potential risks.\\n\\n## Encouraging Open Dialogue\\n\\nMercer fosters an environment where open dialogue is encouraged. During team briefings, he listens to the insights and concerns of all team members, from Jordan Hayes' scientific observations to Taylor Cruz's practical cautions [Data: Sources (3)]. This inclusive approach not only helps in addressing conflicts but also ensures that all perspectives are considered in the decision-making process.\\n\\n## Maintaining Team Morale\\n\\nMercer understands the importance of maintaining team morale, especially during high-stakes missions. His ability to inspire confidence and a sense of purpose among team members is evident in his interactions with them. For example, his reassurance to the team about their role as Earth's emissaries to a celestial congress highlights his skill in motivating the team to embrace their mission with a sense of honor and responsibility [Data: Sources (8)].\\n\\n## Conclusion\\n\\nOverall, Alex Mercer's handling of conflicts and disagreements within the team is marked by a combination of mentorship, balanced mediation, decisive leadership, open dialogue, and morale-boosting. These qualities make him an effective leader capable of navigating the complexities of their mission at Dulce Base.\\n\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 60},\n",
+       "  {'query': \"What are the long-term implications of Mercer's contributions to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 61},\n",
+       "  {'query': 'What specific missions has Mercer led that demonstrate his technological expertise?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 62},\n",
+       "  {'query': \"Can you provide more details on Mercer's interactions with Sam Rivera?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 63},\n",
+       "  {'query': \"What are some examples of Mercer's problem-solving abilities in high-stakes situations?\",\n",
+       "   'answer': \"# Examples of Mercer's Problem-Solving Abilities in High-Stakes Situations\\n\\n## Adaptability and Strategic Thinking\\n\\nAgent Alex Mercer demonstrates significant problem-solving abilities in high-stakes situations through his adaptability and strategic thinking. During the mission briefing for Operation: Dulce, Mercer shows his ability to absorb and process complex information quickly. Despite the tension and the high stakes, he remains focused and compliant, understanding the importance of protocol while also recognizing the need for flexibility [Data: Sources (15)]. This balance between adherence to protocol and adaptability is crucial in high-stakes environments where unexpected challenges are common.\\n\\n## Collaboration and Leadership\\n\\nMercer’s problem-solving skills are also evident in his collaborative approach and leadership. He values the input of his team members, such as Dr. Jordan Hayes and Sam Rivera, and encourages a collaborative environment where different perspectives are considered. This is particularly important in situations where the team faces unknown variables and must rely on each other's expertise to navigate the challenges [Data: Sources (15, 16, 18)]. By fostering a team-oriented approach, Mercer ensures that the collective knowledge and skills of the team are utilized effectively.\\n\\n## Tactical Decision-Making\\n\\nIn the field, Mercer's tactical decision-making abilities come to the forefront. He is able to quickly assess situations and make decisions that balance immediate needs with long-term objectives. For example, when the team encounters the alien signal, Mercer understands the importance of cautious engagement. He advises the team to communicate with purpose and to be mindful of the potential implications of their actions [Data: Sources (24, 30)]. This ability to make informed, strategic decisions under pressure is a key aspect of his problem-solving capabilities.\\n\\n## Handling Uncertainty\\n\\nMercer’s ability to handle uncertainty is another example of his problem-solving prowess. Throughout the mission, he remains composed and focused, even when faced with the unknown. His interactions with the team reflect a calm and measured approach, which helps to maintain morale and ensure that the team can operate effectively under pressure [Data: Sources (15, 24)]. This composure in the face of uncertainty is critical in high-stakes situations where the outcomes are unpredictable.\\n\\n## Conclusion\\n\\nOverall, Agent Alex Mercer’s problem-solving abilities in high-stakes situations are characterized by his adaptability, strategic thinking, collaborative approach, tactical decision-making, and ability to handle uncertainty. These skills enable him to navigate complex and challenging environments effectively, ensuring the success of his missions and the safety of his team.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  5  Sam Rivera and the Paranormal Military Squad a...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11317,\n",
+       "    'output_tokens': 626,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  43  Ben Bloomberg and the Harmoniser Project   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Sam Rivera and the Paranormal Military Squad...  ,\n",
+       "     0  # Ben Bloomberg and the Harmoniser Project\\n\\n...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     1  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     2  3  , absorbed in the bewilderment of contact, whi...\n",
-       "     3  8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 11831},\n",
-       "   'id': 177},\n",
-       "  {'query': 'What are the long-term goals of the Paranormal Military Squad, and how does Mercer contribute to them?',\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 64},\n",
+       "  {'query': 'How does Mercer balance his military discipline with his intellectual curiosity?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 178},\n",
-       "  {'query': 'What specific skills did each team member bring to Operation: Dulce?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 65},\n",
+       "  {'query': 'What other team members look up to Mercer, and why?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 179},\n",
-       "  {'query': \"How did the team members' backgrounds influence their roles in the mission?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 66},\n",
+       "  {'query': 'What specific actions has Alex Mercer taken that demonstrate his leadership abilities?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 180},\n",
-       "  {'query': 'What were the psychological impacts of the Dulce Military Base on the team?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 67},\n",
+       "  {'query': \"How does Alex Mercer's relationship with Taylor Cruz evolve throughout the mission?\",\n",
+       "   'answer': \"# Evolution of Alex Mercer's Relationship with Taylor Cruz\\n\\n## Initial Tension and Professionalism\\n\\nAt the beginning of the mission, Alex Mercer and Taylor Cruz exhibit a professional but tense relationship. Taylor Cruz is portrayed as an authoritarian figure who emphasizes protocol and discipline, often clashing with Mercer's more thoughtful and cautious approach. This dynamic is evident in their interactions during the initial briefing, where Cruz's strict adherence to protocol contrasts with Mercer's more nuanced understanding of the mission's complexities [Data: Reports (50); Sources (15, 16)].\\n\\n## Mutual Respect and Complementary Skills\\n\\nAs the mission progresses, the relationship between Mercer and Cruz begins to evolve. Despite their initial differences, they start to recognize and appreciate each other's strengths. Cruz's pragmatic and authoritarian approach balances Mercer's thoughtful and cautious demeanor, creating a dynamic tension that ultimately benefits the team's efforts. This mutual respect is highlighted during critical moments when they must rely on each other's expertise to navigate the challenges posed by the alien signals and the unknown variables of the mission [Data: Reports (50); Sources (20, 18)].\\n\\n## Collaboration and Shared Goals\\n\\nBy the midpoint of the mission, Mercer and Cruz's relationship has shifted from mere professional respect to a more collaborative partnership. They begin to work more closely together, with Cruz acknowledging the importance of Mercer's insights and strategic thinking. This collaboration is crucial in decoding the alien messages and making informed decisions about their responses. The shared goal of understanding and responding to the alien communication fosters a sense of unity and purpose between them [Data: Reports (50); Sources (20, 24)].\\n\\n## Transformation and Trust\\n\\nTowards the end of the mission, the relationship between Mercer and Cruz undergoes a significant transformation. The high-stakes environment and the profound implications of their discoveries lead to a deeper level of trust and camaraderie. Cruz's initial skepticism and rigid adherence to protocol give way to a more flexible and adaptive approach, influenced by Mercer's balanced strategy and leadership. This evolution is marked by moments of mutual support and a shared commitment to the mission's success, highlighting the growth of their relationship from tension to trust [Data: Reports (50); Sources (23, 30)].\\n\\n## Conclusion\\n\\nIn summary, the relationship between Alex Mercer and Taylor Cruz evolves from initial tension and professional respect to a collaborative and trusting partnership. Their complementary skills and shared goals drive this transformation, ultimately strengthening their ability to navigate the complexities of the mission and respond effectively to the alien communication.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 648,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 68},\n",
+       "  {'query': 'What are some key decisions made by Alex Mercer during Operation: Dulce?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 181},\n",
-       "  {'query': \"How did the team members' relationships evolve throughout the mission?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 69},\n",
+       "  {'query': \"How do other team members' perceptions of Alex Mercer change over time?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 182},\n",
-       "  {'query': 'What were the key moments of conflict or cooperation among the team members during Operation: Dulce?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 70},\n",
+       "  {'query': 'What challenges does Alex Mercer face in balancing protocol with adaptability?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 183},\n",
-       "  {'query': 'What specific technologies are being used by Alex Mercer and his team to decode alien signals?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 71},\n",
+       "  {'query': 'What specific missions or operations did Alex Mercer participate in during his military career?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 184},\n",
-       "  {'query': 'How does Alex Mercer manage the psychological well-being of his team during this high-stress mission?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 72},\n",
+       "  {'query': \"How do other team members perceive Alex Mercer's leadership style?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 185},\n",
-       "  {'query': 'What are the potential risks associated with misinterpreting alien communications?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 73},\n",
+       "  {'query': 'What challenges has Alex Mercer faced in his role at Dulce Base, and how has he overcome them?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 186},\n",
-       "  {'query': \"How do the diverse expertise and perspectives within Mercer's team contribute to their mission?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 74},\n",
+       "  {'query': \"How does Alex Mercer's leadership style compare to that of Taylor Cruz?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 187},\n",
-       "  {'query': \"What protocols are in place to ensure the team's safety during potential alien contact scenarios?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 75},\n",
+       "  {'query': 'What are some examples of critical decisions Alex Mercer has made at Dulce Base?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 188},\n",
-       "  {'query': 'What are the backgrounds and expertise of the other key personnel at Dulce Base?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 76},\n",
+       "  {'query': 'What specific skills and experiences does Alex Mercer bring to his role as the leader of the Paranormal Military Squad?',\n",
+       "   'answer': \"# Alex Mercer's Skills and Experiences as Leader of the Paranormal Military Squad\\n\\n## Leadership and Command\\n\\nAlex Mercer is depicted as a strong and decisive leader, capable of guiding his team through complex and high-stakes missions. His leadership is characterized by a blend of military discipline and a deep understanding of the mission's broader implications. Mercer’s ability to maintain focus and provide clear directives is evident in his interactions with his team, particularly during critical moments of Operation: Dulce [Data: Sources (20, 16, 18, 23, 24)]. His command style is both authoritative and collaborative, ensuring that his team remains cohesive and mission-focused.\\n\\n## Strategic Thinking and Problem-Solving\\n\\nMercer demonstrates exceptional strategic thinking and problem-solving skills. He is adept at analyzing complex situations and making informed decisions under pressure. This is highlighted by his ability to interpret alien signals and understand their potential implications for humanity. His strategic acumen is crucial in navigating the uncertainties and risks associated with interstellar communications and extraterrestrial interactions [Data: Reports (63); Sources (20, 16, 18, 23, 24)].\\n\\n## Technical Proficiency\\n\\nWhile Mercer's primary role is leadership, he also possesses a significant level of technical proficiency. He is involved in the analysis and interpretation of alien signals, working closely with his team to decode and understand extraterrestrial communications. This technical expertise allows him to contribute directly to the mission's success and ensures that he can effectively oversee and support his team's efforts [Data: Sources (20, 16, 18, 23, 24)].\\n\\n## Experience in High-Stakes Operations\\n\\nMercer’s experience in high-stakes operations is a critical asset to the Paranormal Military Squad. His background likely includes extensive training and participation in covert and complex missions, which equips him with the skills necessary to handle the unique challenges posed by Operation: Dulce. His ability to remain calm and focused under pressure is a testament to his experience and training [Data: Reports (63); Sources (20, 16, 18, 23, 24)].\\n\\n## Interpersonal Skills and Team Dynamics\\n\\nMercer’s interpersonal skills are essential in managing the diverse and highly skilled members of his team. He fosters a sense of trust and collaboration, which is vital for the success of their missions. His interactions with team members like Dr. Jordan Hayes and Sam Rivera demonstrate his ability to balance authority with empathy, ensuring that each team member feels valued and motivated [Data: Sources (20, 16, 18, 23, 24)].\\n\\n## Visionary Leadership\\n\\nBeyond his tactical and technical skills, Mercer is a visionary leader. He understands the broader implications of their mission and is driven by a commitment to advancing human knowledge and securing humanity’s place in the cosmos. His vision extends beyond immediate objectives, focusing on the long-term potential of interstellar diplomacy and exploration [Data: Reports (63); Sources (20, 16, 18, 23, 24)].\\n\\nIn summary, Alex Mercer brings a comprehensive set of skills and experiences to his role as the leader of the Paranormal Military Squad. His leadership, strategic thinking, technical proficiency, experience in high-stakes operations, interpersonal skills, and visionary outlook make him an indispensable asset to the team and their mission.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 807,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 77},\n",
+       "  {'query': \"How does the Paranormal Military Squad's work impact global security and international relations?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 189},\n",
-       "  {'query': 'How does the team at Dulce Base handle the decryption of alien signals?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 78},\n",
+       "  {'query': 'What are some of the key challenges faced by the Paranormal Military Squad in their missions?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 190},\n",
-       "  {'query': 'What specific challenges has Alex Mercer faced in his role at Dulce Base?',\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 79},\n",
+       "  {'query': 'Can you provide more details on Operation: Dulce and its significance?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 191},\n",
-       "  {'query': \"How does the Paranormal Military Squad's mission at Dulce Base impact global security?\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 80},\n",
+       "  {'query': \"How does the squad's work at Dulce Base remain secretive and secure from external threats?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 192},\n",
-       "  {'query': 'What are the protocols for extraterrestrial communication at Dulce Base?',\n",
-       "   'answer': \"# Protocols for Extraterrestrial Communication at Dulce Base\\n\\n## Overview of Dulce Base's Role\\n\\nDulce Base is a highly classified facility in New Mexico, central to the Paranormal Military Squad's operations, focusing on extraterrestrial communication and research. The base is involved in covert operations, decryption of alien signals, and dialogue with extraterrestrial intelligence [Data: Reports (2)]. The protocols for extraterrestrial communication at Dulce Base are designed to ensure secure, effective, and meaningful interactions with potential alien intelligences.\\n\\n## Decryption and Interpretation\\n\\nOne of the primary protocols involves the decryption of alien signals. This process is critical as it allows the team to interpret and understand the communications received from extraterrestrial sources. The complexity and importance of this task are highlighted by the specialized roles of team members dedicated to this effort, such as Dr. Jordan Hayes, who is deeply involved in the decryption algorithms [Data: Reports (2); Sources (6, 7, 8)]. The team must ensure that every signal is meticulously analyzed to discern its intent and content.\\n\\n## Communication Strategy\\n\\nThe communication strategy at Dulce Base involves a balanced approach, combining scientific acuity with diplomatic caution. Alex Mercer, a key figure in the operations, emphasizes the importance of maintaining a steady and thoughtful approach to communication, ensuring that the responses are measured and considerate of the potential implications [Data: Sources (6, 7, 8)]. The team is aware that their responses could either foster a positive relationship or lead to misunderstandings, hence the need for a careful and strategic approach.\\n\\n## Pragmatic Oversight\\n\\nPragmatic oversight is another crucial protocol at Dulce Base. This involves continuous monitoring and assessment of the communication process to ensure that it remains within controlled parameters. Taylor Cruz, embodying military precision, often reminds the team of the potential risks and the need for vigilance [Data: Sources (6, 7, 8)]. This oversight helps in navigating the uncertainties and potential risks associated with extraterrestrial engagement.\\n\\n## Response and Adaptation\\n\\nThe team at Dulce Base is prepared to adapt their communication methods based on the evolving nature of the signals received. Sam Rivera, for instance, highlights the importance of understanding the modulation and patterns in the signals, suggesting that the communication is not just an exchange but a symphony that requires a nuanced response [Data: Sources (6, 7, 8)]. This adaptive approach ensures that the team can effectively engage with the alien intelligence in a manner that is both respectful and insightful.\\n\\n## Conclusion\\n\\nThe protocols for extraterrestrial communication at Dulce Base are comprehensive and meticulously designed to ensure secure and effective interactions with alien intelligences. By focusing on decryption, strategic communication, pragmatic oversight, and adaptive responses, the team at Dulce Base aims to navigate the complexities of extraterrestrial engagement and contribute to humanity's understanding of the universe.\\n\",\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 81},\n",
+       "  {'query': 'What specific alien messages has Dr. Jordan Hayes decoded?',\n",
+       "   'answer': None,\n",
+       "   'score': -inf,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11128,\n",
+       "    'output_tokens': 0,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  52  Paranormal Military Squad at Dulce Base   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  25   between scientific breakthrough and galactic ...\n",
+       "     1  21   \"It's like nothing I've ever seen before, but...\n",
+       "     2  29   pulse with sentient curiosity, drawing them f...\n",
+       "     3  32  Our response will mark humanity’s readiness to...\n",
+       "     4  17   team was descending into the earth, carrying ...\n",
+       "     5  27   might be initiating the first true interspeci...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  16   Taylor offered a brief nod, perhaps too curt,...}},\n",
+       "   'id': 82},\n",
+       "  {'query': 'How does the Ancient Keyboard function in the context of modern technology at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 83},\n",
+       "  {'query': 'What are the challenges faced by Dr. Hayes in interpreting alien scripts?',\n",
+       "   'answer': \"# Challenges Faced by Dr. Hayes in Interpreting Alien Scripts\\n\\n## Complexity and Unfamiliarity\\n\\nDr. Jordan Hayes faces significant challenges in interpreting alien scripts due to their inherent complexity and unfamiliarity. The alien messages are not just simple codes but are structured anomalies that require a deep understanding of both human and extraterrestrial communication protocols. The scripts often morph and change their structure with every exchange, making it difficult to establish a consistent pattern or meaning [Data: Sources (16, 18, 20, 22, 23)]. This dynamic nature of the alien language demands a high level of adaptability and intuition, which goes beyond traditional linguistic analysis.\\n\\n## Technological Limitations\\n\\nAnother major challenge is the technological limitations faced by Dr. Hayes and the team. Despite having top-tier technology, the tools available may not be fully equipped to decode and interpret the advanced alien communication protocols. The alien scripts often require a combination of advanced computational systems and human intuition to decipher, which can be a daunting task given the current technological constraints [Data: Sources (16, 18, 20, 22, 23)].\\n\\n## Psychological and Emotional Strain\\n\\nThe psychological and emotional strain of working with such enigmatic and potentially perilous information is another significant challenge. The weight of responsibility to decode these messages accurately, knowing that any misinterpretation could have profound implications for humanity, adds immense pressure. Dr. Hayes must balance their scientific curiosity with the need for caution, as the alien scripts could either be a form of communication or a coded threat [Data: Sources (16, 18, 20, 22, 23)].\\n\\n## Interdisciplinary Collaboration\\n\\nInterpreting alien scripts also requires effective interdisciplinary collaboration. Dr. Hayes must work closely with other team members, such as Alex Mercer and Sam Rivera, to combine their expertise in technology, linguistics, and extraterrestrial phenomena. This collaboration is essential for piecing together the complex puzzle of alien communication, but it also introduces challenges in terms of coordinating efforts and integrating diverse perspectives [Data: Sources (16, 18, 20, 22, 23)].\\n\\n## Balancing Protocol and Adaptability\\n\\nFinally, Dr. Hayes faces the challenge of balancing strict military protocols with the need for adaptability. While protocols provide a framework for action, the unpredictable nature of alien scripts often requires a more flexible and innovative approach. Dr. Hayes must navigate this tension, ensuring that their interpretations are both accurate and aligned with the mission's objectives [Data: Sources (16, 18, 20, 22, 23)].\\n\\nOverall, the task of interpreting alien scripts is fraught with challenges that test Dr. Hayes's expertise, resilience, and ability to collaborate effectively under pressure.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11430,\n",
+       "    'output_tokens': 678,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 84},\n",
+       "  {'query': 'How does the Central Comms Array facilitate interstellar communication?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 85},\n",
+       "  {'query': 'What role does Dr. Hayes play in the broader mission of the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 86},\n",
+       "  {'query': \"What specific events or missions contributed to Mercer's development as a leader?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 87},\n",
+       "  {'query': \"How do Mercer's relationships with other team members influence his character evolution?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 88},\n",
+       "  {'query': 'What are some key decisions made by Mercer that highlight his strategic thinking?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 89},\n",
+       "  {'query': \"How does Mercer's approach to alien intelligence differ from other team members?\",\n",
+       "   'answer': \"# Mercer's Approach to Alien Intelligence Compared to Other Team Members\\n\\n## Mercer's Approach\\n\\nAgent Alex Mercer is characterized by a blend of military discipline and intellectual curiosity. His approach to alien intelligence is marked by a balance between strategic caution and a deep-seated desire to understand the unknown. Mercer is often seen as a stabilizing force within the team, providing a reliable presence amidst the chaos of their mission. He is keenly aware of the stakes involved and emphasizes the importance of careful, deliberate action when dealing with alien signals and technology [Data: Sources (20, 16, 18, 24)]. For instance, Mercer acknowledges the need for caution, advising the team to communicate with purpose and tread carefully when interacting with the alien signal [Data: Sources (24, 30)]. His leadership style is collaborative, inviting input from team members like Dr. Jordan Hayes and Sam Rivera, and ensuring that their collective expertise is harnessed effectively [Data: Sources (24, 30)].\\n\\n## Jordan's Approach\\n\\nDr. Jordan Hayes, on the other hand, approaches alien intelligence with a strong focus on scientific analysis and empirical evidence. Jordan's expertise in signal analysis and decryption algorithms is crucial to the mission, and they are driven by a desire to uncover the underlying patterns and meanings within the alien communications [Data: Reports (22); Sources (20, 24)]. Jordan's analytical mindset often leads them to view the mission through the lens of data and patterns, seeking to understand the alien signals as a complex puzzle to be solved [Data: Sources (20, 24)]. This approach is evident in their meticulous work on isolating sequences and interpreting the signal's syntax [Data: Sources (24, 26)].\\n\\n## Cruz's Approach\\n\\nTaylor Cruz's approach is more pragmatic and focused on maintaining team cohesion and operational efficiency. Cruz is often seen as the authoritative figure who emphasizes the importance of protocols and the potential risks involved in their mission [Data: Reports (22); Sources (16, 18)]. Cruz's primary concern is the safety and success of the mission, and they are quick to remind the team of the potential dangers posed by the alien intelligence [Data: Sources (24, 30)]. This pragmatic approach sometimes puts Cruz at odds with the more exploratory and analytical inclinations of team members like Jordan and Mercer [Data: Sources (16, 24)].\\n\\n## Sam's Approach\\n\\nSam Rivera, the cybersecurity expert, brings a youthful optimism and tech-savvy perspective to the team. Sam is deeply engaged in the technical aspects of the mission, focusing on decrypting data and adapting gear to transmute foreign signals [Data: Reports (22); Sources (16, 18)]. Their approach is characterized by a blend of curiosity and technical proficiency, often viewing the alien intelligence as a challenge to be met with innovative solutions [Data: Sources (16, 18)]. Sam's enthusiasm and willingness to explore new technological frontiers complement Mercer's strategic caution and Jordan's analytical rigor [Data: Sources (16, 18)].\\n\\n## Conclusion\\n\\nIn summary, Mercer's approach to alien intelligence is distinguished by his strategic balance of caution and curiosity, which contrasts with Jordan's analytical focus, Cruz's pragmatic emphasis on safety and protocols, and Sam's optimistic and tech-driven perspective. This diversity in approaches allows the team to tackle the complexities of their mission from multiple angles, enhancing their overall effectiveness and adaptability.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11120,\n",
+       "    'output_tokens': 810,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  22  Paranormal Military Squad and Technological Ex...   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Technological ...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 90},\n",
+       "  {'query': 'What challenges does Mercer face in his transition from soldier to diplomat?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 91},\n",
+       "  {'query': 'What specific technologies has Sam Rivera developed or adapted for the mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 92},\n",
+       "  {'query': \"How does Mercer's leadership style influence the technological strategies employed by the team?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 93},\n",
+       "  {'query': \"Can you provide examples of specific instances where Mercer's strategic decisions impacted the mission's technological outcomes?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 94},\n",
+       "  {'query': 'What are the key challenges Rivera faces in decrypting and adapting alien signals?',\n",
+       "   'answer': \"# Key Challenges Rivera Faces in Decrypting and Adapting Alien Signals\\n\\n## Technical Complexity and Signal Distortions\\n\\nOne of the primary challenges Sam Rivera faces in decrypting and adapting alien signals is the technical complexity involved. The alien signals are not only advanced but also exhibit unique patterns and distortions that require sophisticated equipment and expertise to decode. Rivera's role involves working with audio interfaces, cosmic translators, and signal devices to interpret these signals accurately. The need to adjust and fine-tune these devices to handle the alien communication adds another layer of difficulty to the task [Data: Reports (58); Sources (32, 20, 22)].\\n\\n## Cybersecurity Threats and Anomalies\\n\\nAnother significant challenge is the cybersecurity aspect of the decryption process. Rivera's responsibilities include detecting electronic anomalies and warding off potential threats that could compromise the integrity of the data. The alien signals could potentially carry hidden threats or malware, making it crucial for Rivera to employ his cybersecurity skills to ensure the safety and security of the decryption process. This aspect of the task requires constant vigilance and advanced technical knowledge to mitigate risks [Data: Reports (58); Sources (32, 20, 22)].\\n\\n## Uncertainty and Unpredictability\\n\\nThe inherent uncertainty and unpredictability associated with alien signals pose a considerable challenge. The unknown elements of the signals and the potential outcomes of their communication contribute to this uncertainty. Rivera must navigate these unknowns while maintaining the integrity of the decryption process. The adaptive nature of the alien signals, which could be an advanced AI or something entirely different, adds to the complexity and unpredictability of the task [Data: Reports (67, 58); Sources (32, 20, 22)].\\n\\n## Psychological and Emotional Strain\\n\\nThe psychological and emotional strain of working on such a high-stakes project cannot be overlooked. Rivera's youthful optimism and enthusiasm are crucial in maintaining team morale, but the constant pressure and fatigue associated with the decryption efforts can take a toll. Balancing the technical demands with the emotional resilience required to push through challenges is a significant aspect of Rivera's role [Data: Reports (58); Sources (32, 20, 22)].\\n\\n## Collaboration and Team Dynamics\\n\\nFinally, the need for effective collaboration and team dynamics is essential in overcoming the challenges of decrypting and adapting alien signals. Rivera's interactions with team members like Alex Mercer and others are vital in ensuring a cohesive and coordinated effort. The ability to work together, share insights, and support each other through uncertainties is a key factor in the success of the decryption project [Data: Reports (58); Sources (32, 20, 22)].\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11651,\n",
+       "    'output_tokens': 676,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  67       Decryption and Understanding of Alien Signal   \n",
+       "     1  58  Paranormal Military Squad and Alien Communicat...   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Decryption and Understanding of Alien Signal...  \n",
+       "     1  # Paranormal Military Squad and Alien Communic...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  32  Our response will mark humanity’s readiness to...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  18  Cruz squared their shoulders, clearly ruffled ...}},\n",
+       "   'id': 95},\n",
+       "  {'query': \"How do other team members perceive Mercer's and Rivera's contributions to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 96},\n",
+       "  {'query': 'What specific skills and experiences does Agent Mercer bring to his leadership role?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 97},\n",
+       "  {'query': \"How does Agent Mercer's leadership style compare to that of other members of the Paranormal Military Squad?\",\n",
+       "   'answer': None,\n",
+       "   'score': -inf,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 212,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 98},\n",
+       "  {'query': 'Can you provide more details on the outcomes of the missions led by Agent Mercer?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 99},\n",
+       "  {'query': 'What are some challenges Agent Mercer has faced in his missions, and how has he overcome them?',\n",
+       "   'answer': \"# Challenges Faced by Agent Mercer and His Methods of Overcoming Them\\n\\n## Navigating the Unknown\\n\\nAgent Alex Mercer has faced numerous challenges in his missions, particularly those involving the Paranormal Military Squad's operations at Dulce Base. One of the primary challenges is navigating the unknown realms of extraterrestrial communication and paranormal activities. The complexity of decoding alien signals and understanding extraterrestrial societies requires not only technical expertise but also a high degree of adaptability and critical thinking. Mercer has demonstrated his ability to remain composed and focused under pressure, often relying on his analytical skills and collaborative approach to problem-solving [Data: Reports (63); Sources (20, 16, 18, 24)].\\n\\n## Leadership and Team Dynamics\\n\\nAnother significant challenge Mercer has encountered is leading a diverse team of specialists, each with their own expertise and perspectives. Balancing the need for strict protocol adherence with the flexibility required to adapt to unforeseen circumstances is a delicate task. Mercer's leadership style is characterized by his ability to foster trust and cooperation among team members, as seen in his interactions with Dr. Jordan Hayes and Taylor Cruz. By valuing the input of his colleagues and encouraging open communication, Mercer ensures that the team remains cohesive and effective, even in the face of daunting challenges [Data: Reports (63); Sources (20, 16, 18, 24)].\\n\\n## Technological and Logistical Hurdles\\n\\nThe missions at Dulce Base also present significant technological and logistical hurdles. The need to operate advanced equipment, interpret complex data streams, and maintain secure communication channels requires a high level of technical proficiency. Mercer has shown his capability in managing these aspects by working closely with experts like Sam Rivera to fine-tune their systems and ensure that the team can respond swiftly to any anomalies. His proactive approach to troubleshooting and his willingness to engage with the technical details have been crucial in overcoming these challenges [Data: Reports (63); Sources (20, 16, 18, 24)].\\n\\n## Psychological and Existential Threats\\n\\nThe psychological impact of dealing with potential extraterrestrial threats and the existential questions they raise is another layer of complexity in Mercer's missions. The uncertainty and potential peril associated with interstellar communications can weigh heavily on the team. Mercer addresses these challenges by maintaining a balance between caution and curiosity, ensuring that the team remains vigilant while also being open to new possibilities. His ability to inspire confidence and resilience in his team members is a testament to his leadership and psychological acumen [Data: Reports (63); Sources (20, 16, 18, 24)].\\n\\n## Conclusion\\n\\nAgent Alex Mercer has faced a multitude of challenges in his missions with the Paranormal Military Squad, from navigating the unknown and leading a diverse team to overcoming technological hurdles and addressing psychological threats. His success in these endeavors is largely due to his analytical skills, collaborative leadership style, technical proficiency, and psychological resilience. These qualities enable him to effectively manage the complexities of his missions and ensure the safety and success of his team.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 750,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 100},\n",
+       "  {'query': \"How do other team members perceive Agent Mercer's leadership and decision-making?\",\n",
+       "   'answer': \"# Perception of Agent Mercer's Leadership and Decision-Making\\n\\n## Alex Mercer's Leadership Style\\n\\nAgent Alex Mercer is perceived as a pivotal figure within the Dulce Base team, particularly in his role as the leader of the Paranormal Military Squad. His leadership is characterized by a balanced strategy that emphasizes thoughtful and measured approaches to alien contact. This approach is crucial in ensuring that the team's responses are diplomatic and well-considered, balancing caution with the potential for significant discoveries [Data: Reports (50)]. Mercer's background as a former military member and his strategic mind are essential in guiding the team through complex and high-stakes situations [Data: Reports (50)].\\n\\n## Interactions with Team Members\\n\\n### Taylor Cruz\\n\\nTaylor Cruz, another integral member of the team, often takes a more authoritarian and pragmatic approach, which sometimes clashes with Mercer's thoughtful and cautious insights. Despite their differing views, particularly on celestial mechanics, their dynamic tension and complementary skills significantly contribute to the team's efforts to understand and interpret alien signals. Cruz's emphasis on protocol and diligence balances Mercer's realistic demeanor, ensuring the team remains on course [Data: Reports (50); Sources (16)]. This dynamic is evident in their interactions, where Cruz acknowledges the importance of trust and adaptability, even if it means yielding ground to Mercer's more measured approach [Data: Sources (16)].\\n\\n### Dr. Jordan Hayes\\n\\nDr. Jordan Hayes, the team's key technical expert, holds Mercer's leadership in high regard. Hayes' analytical skills are highly valued by Mercer, who often observes her work closely. Their interactions are marked by a shared understanding and mutual respect, as seen when Mercer supports Hayes' efforts to decode and understand alien messages [Data: Reports (50); Sources (20)]. This collaboration underscores Mercer's ability to foster a cooperative and focused team environment, essential for their mission's success.\\n\\n### Sam Rivera\\n\\nSam Rivera, the cybersecurity expert, also perceives Mercer's leadership positively. Rivera's interactions with Mercer reveal a mentor-mentee relationship, where Mercer's guidance and strategic insights are crucial in navigating the complexities of their mission. This relationship is highlighted by Mercer's encouragement of Rivera's intuitive and analytical skills, which are vital in interpreting the alien signals [Data: Sources (16, 23)].\\n\\n## Overall Team Dynamics\\n\\nThe overall perception of Mercer's leadership and decision-making is one of respect and trust. His ability to balance strategic caution with the need for decisive action helps maintain team cohesion and focus. The team's interactions reflect a dynamic where Mercer's leadership is both a guiding force and a source of stability, enabling them to navigate the uncertainties and challenges of their mission effectively [Data: Reports (50); Sources (20, 16, 23)].\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 689,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 101},\n",
+       "  {'query': 'What are the key characteristics and skills of Agent Mercer?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 102},\n",
+       "  {'query': \"How does Agent Mercer's leadership style impact the team?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 103},\n",
+       "  {'query': 'What are the main challenges faced by Agent Mercer in the narrative?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 104},\n",
+       "  {'query': 'How do other characters perceive Agent Mercer?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 105},\n",
+       "  {'query': 'What is the significance of the Dulce Base in the story?',\n",
+       "   'answer': \"# The Significance of Dulce Base in the Story\\n\\nDulce Base serves as the central hub for the Paranormal Military Squad, a top-secret underground command center located beneath the New Mexico desert. This base is crucial for the community's operations, particularly in decoding alien signals and preparing for potential contact with extraterrestrial beings. The base's location beneath the New Mexico desert adds to its secrecy and strategic importance, making it an ideal site for covert operations and advanced computational systems [Data: Reports (53)].\\n\\n## Central Hub for Operations\\n\\nDulce Base is the focal point of the community, equipped with a mix of old-world machinery and modern interfaces. This combination of technology highlights the unique operational environment of the base, which is essential for analyzing alien data. The base's role in decoding and responding to alien signals makes it a critical entity in the community [Data: Reports (53)].\\n\\n## Role of the Paranormal Military Squad\\n\\nThe Paranormal Military Squad operates within Dulce Base, focusing on decoding alien signals and preparing for potential contact. This team is dedicated to understanding and interpreting extraterrestrial communication, which involves using advanced computational systems and specialized equipment. The squad's activities are crucial for the success of the interspecies communication efforts [Data: Reports (53)].\\n\\n## Advanced and Old-World Machinery\\n\\nDulce Base is equipped with a mix of old-world machinery and modern interfaces. Notable equipment includes the Ancient Keyboard and Fluorescent Lights, which are part of the old-world machinery used by the team. This combination of technology highlights the unique operational environment of the base [Data: Reports (53)].\\n\\n## Strategic Location\\n\\nThe New Mexico Desert surrounds Dulce Base and serves as the operational area for the Paranormal Military Squad. This arid region is known for its association with various paranormal activities, adding to the mystique and strategic importance of the base. The desert's remote location helps maintain the secrecy of the operations conducted at Dulce Base [Data: Reports (53)].\\n\\n## Extraterrestrial Communication Efforts\\n\\nThe primary focus of the community is on decoding and responding to alien signals. This significant extraterrestrial communication effort involves advanced computational systems and the expertise of the Paranormal Military Squad. The success of these efforts could have profound implications for humanity, making this community's activities highly impactful [Data: Reports (53)].\\n\\nIn summary, Dulce Base is a pivotal element in the story, serving as the operational hub for the Paranormal Military Squad's efforts to decode and respond to alien signals. Its strategic location, advanced technology, and the expertise of its team members make it a critical entity in the community's mission to establish contact with extraterrestrial beings.\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11193,\n",
+       "    'output_tokens': 680,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  53  Dulce Base and Paranormal Military Squad   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Dulce Base and Paranormal Military Squad\\n\\n...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  30  stellar exchange that could change everything ...\n",
+       "     2  23   of hidden truths. This was humanity's unwitti...\n",
+       "     3  17   team was descending into the earth, carrying ...\n",
+       "     4  25   between scientific breakthrough and galactic ...\n",
+       "     5  32  Our response will mark humanity’s readiness to...\n",
+       "     6  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     7  34   as they unspooled their hard wisdom. \"For all...}},\n",
+       "   'id': 106},\n",
+       "  {'query': 'What are the specific challenges Agent Mercer faces in Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 107},\n",
+       "  {'query': \"How does Agent Mercer's leadership style impact the success of the Paranormal Military Squad's missions?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 108},\n",
+       "  {'query': 'What are the key relationships Agent Mercer has with other characters in the storyline?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 109},\n",
+       "  {'query': 'How does the storyline of Operation: Dulce explore the theme of interstellar diplomacy?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 110},\n",
+       "  {'query': \"What are the potential consequences of the Paranormal Military Squad's missions for humanity's future?\",\n",
+       "   'answer': \"# Potential Consequences of the Paranormal Military Squad's Missions for Humanity's Future\\n\\n## Introduction\\nThe Paranormal Military Squad, operating from the clandestine Dulce Base in New Mexico, is engaged in missions that involve extraterrestrial communication and paranormal activities. These missions, particularly Operation: Dulce, have profound implications for humanity's future, ranging from scientific breakthroughs to potential galactic peril.\\n\\n## Scientific and Technological Advancements\\nOne of the most significant potential consequences of the Paranormal Military Squad's missions is the advancement of scientific and technological knowledge. The squad's efforts to decode alien signals and understand extraterrestrial societies could lead to groundbreaking discoveries in various fields, including communication technologies, artificial intelligence, and space exploration. The establishment of the Interspecies Communication Bridge, for instance, represents a pioneering effort in human-alien interactions, which could revolutionize our understanding of language and consciousness [Data: Reports (63); Sources (27, 25, 29, 31, 32)].\\n\\n## Diplomatic and Interstellar Relations\\nThe squad's missions also have the potential to reshape humanity's diplomatic landscape. Successful communication with extraterrestrial beings could lead to the formation of interstellar alliances, fostering a new era of cosmic diplomacy. Alex Mercer's leadership emphasizes the importance of these negotiations, highlighting the potential for new forms of diplomacy with extraterrestrial beings [Data: Reports (63); Sources (27, 25, 29, 31, 32)]. However, the nature of these interactions could also lead to conflicts, as the squad navigates the delicate balance between scientific curiosity and diplomatic caution.\\n\\n## Risks and Galactic Peril\\nThe awareness of potential galactic peril is a critical aspect of the Paranormal Military Squad's missions. Engaging with extraterrestrial entities poses significant risks, including the possibility of hostile encounters or misunderstandings that could escalate into interstellar conflicts. The squad's efforts to mitigate these risks are essential for ensuring Earth's safety and securing humanity's place in the cosmos [Data: Reports (63); Sources (27, 25, 29, 31, 32)]. The potential for galactic peril underscores the need for careful navigation of interstellar communications and the importance of maintaining a defensive posture.\\n\\n## Cultural and Philosophical Implications\\nThe missions of the Paranormal Military Squad could also have profound cultural and philosophical implications. The discovery of extraterrestrial intelligence and the subsequent communication could challenge existing beliefs and paradigms, prompting humanity to reevaluate its place in the universe. The concept of the Cosmic Concerto, as described in the squad's missions, signifies the complexity and depth of their task, which goes beyond simple recovery to a comprehensive exploration of the cosmos [Data: Reports (63); Sources (27, 25, 29, 31, 32)]. This exploration could lead to a new era of existence for humanity, marked by a deeper understanding of the universe and our role within it.\\n\\n## Conclusion\\nIn summary, the missions of the Paranormal Military Squad have the potential to significantly impact humanity's future. From scientific and technological advancements to diplomatic relations and cultural shifts, the squad's efforts are at the forefront of a transformative period in human history. However, these missions also come with inherent risks, highlighting the need for careful navigation and strategic planning to ensure a positive outcome for humanity.\\n\",\n",
        "   'score': 85,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  2  Dulce Base: Extraterrestrial Research and Comm...   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11468,\n",
+       "    'output_tokens': 792,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base: Extraterrestrial Research and Co...  ,\n",
-       "     'entities': Empty DataFrame\n",
-       "     Columns: [in_context]\n",
-       "     Index: [],\n",
-       "     'sources':   id                                               text\n",
-       "     0  6  cribed not in the dust of desert confines, but...\n",
-       "     1  7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     2  8  ences the full spectrum of human curiosity and...\n",
-       "     3  8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 11972},\n",
-       "   'id': 193},\n",
-       "  {'query': \"How does Alex Mercer's background compare to other members of the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 194},\n",
-       "  {'query': \"What are some examples of Alex Mercer's leadership in high-stress situations?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 195},\n",
-       "  {'query': 'What role does Alex Mercer play in the analysis of extraterrestrial patterns?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 196},\n",
-       "  {'query': \"How do Alex Mercer's interactions with other team members reflect his training and expertise?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 197},\n",
-       "  {'query': \"What specific instances highlight Mercer's leadership style in resolving conflicts?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 198},\n",
-       "  {'query': \"How do other team members perceive Mercer's conflict resolution methods?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 199},\n",
-       "  {'query': \"Can you provide examples of how Mercer's strategic decision-making has impacted the team's success?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 200},\n",
-       "  {'query': \"What are the long-term effects of Mercer's leadership on team dynamics?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 201},\n",
-       "  {'query': \"How does Mercer's background influence his approach to conflict resolution?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 202},\n",
-       "  {'query': \"How does Alex Mercer's leadership style impact the overall mission of the Paranormal Military Squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 203},\n",
-       "  {'query': 'Can you provide more examples of interactions between Alex Mercer and other team members?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 204},\n",
-       "  {'query': 'What are the key challenges faced by Alex Mercer in his role within the Paranormal Military Squad?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 205},\n",
-       "  {'query': \"How do other team members perceive Alex Mercer's leadership and contributions?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 206},\n",
-       "  {'query': 'What specific skills does Alex Mercer bring to the mission that help him overcome these challenges?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 207},\n",
-       "  {'query': 'How do the other team members contribute to addressing the challenges faced during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 208},\n",
-       "  {'query': 'What are the potential consequences if the team fails to establish contact with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 209},\n",
-       "  {'query': 'How does the environment of Dulce Base compare to other locations where the Paranormal Military Squad has operated?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 210},\n",
-       "  {'query': \"What are the long-term implications of the mission's success or failure for the Paranormal Military Squad and humanity?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 211},\n",
-       "  {'query': 'What specific technologies does Alex Mercer use in his role at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 212},\n",
-       "  {'query': \"How does Alex Mercer's psychological training compare to that of his colleagues?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 213},\n",
-       "  {'query': 'What are some examples of the extraterrestrial patterns Alex Mercer has analyzed?',\n",
-       "   'answer': \"# Examples of Extraterrestrial Patterns Analyzed by Alex Mercer\\n\\n## Introduction\\nAgent Alex Mercer, a key member of the Paranormal Military Squad Team at Dulce Base, plays a crucial role in analyzing extraterrestrial patterns and operational aspects of the command center. His work involves deciphering complex signals and understanding the implications of first contact scenarios.\\n\\n## Analyzing Signal Anomalies\\nOne of the primary tasks undertaken by Alex Mercer involves analyzing anomalies in transmission logs. During a briefing, Sam Rivera mentioned combing through the last transmission logs and highlighted that if anyone could make sense of the anomalies, it would be Alex and Jordan Hayes [Data: Sources (0)]. This indicates that Alex is deeply involved in understanding irregularities in extraterrestrial communications.\\n\\n## Interpreting Rhythmic Patterns\\nAlex Mercer has also been involved in interpreting rhythmic patterns in alien signals. Sam Rivera noted that the signals have a rhythm, almost like music, suggesting that the extraterrestrial communications are not just random noise but have a structured, rhythmic quality [Data: Sources (10)]. This analysis is crucial for understanding the intent and nature of the extraterrestrial entities.\\n\\n## Decoding Evolving Signals\\nAnother significant aspect of Alex's work is decoding signals that evolve over time. Dr. Jordan Hayes mentioned that the signals are becoming denser and more sophisticated, indicating a form of tandem evolution with human understanding [Data: Sources (10)]. Alex's role in this context is to ensure that the team can keep up with the evolving nature of these signals and interpret them accurately.\\n\\n## Understanding Symbolic Communication\\nAlex has also been involved in understanding symbolic communication from extraterrestrial sources. The team received a transmission that included a sequence of visual symbols, which Alex and his team had to interpret to understand the message's intent [Data: Sources (8)]. This task requires a deep understanding of both human and alien cognitive processes to bridge the communication gap.\\n\\n## Conclusion\\nAgent Alex Mercer's work in analyzing extraterrestrial patterns is multifaceted, involving the interpretation of signal anomalies, rhythmic patterns, evolving signals, and symbolic communication. His expertise is crucial for the Paranormal Military Squad Team's mission to prepare for and manage extraterrestrial contact scenarios.\\n\",\n",
-       "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
-       "     \n",
-       "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     1  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     2  10   every transmission,\" Jordan Hayes murmured, t...\n",
-       "     3   3  , absorbed in the bewilderment of contact, whi...\n",
-       "     4   8  ences the full spectrum of human curiosity and...},\n",
-       "    'token_ct': 12546},\n",
-       "   'id': 214},\n",
-       "  {'query': \"How has Alex Mercer's collaboration with Dr. Jordan Hayes influenced his approach to extraterrestrial communication?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 215},\n",
-       "  {'query': 'What were the outcomes of the first contact event observed by Alex Mercer?',\n",
-       "   'answer': \"## Outcomes of the First Contact Event Observed by Alex Mercer\\n\\n### Initial Observations and Reactions\\n\\nThe first contact event observed by Alex Mercer and his team at Dulce Base was marked by a profound sense of anticipation and cautious optimism. As the alien signal began to pulse with sentient curiosity, the team realized they were on the brink of unprecedented contact. Alex's immediate response was to stay alert and prepare for the potential implications of this otherworldly dialogue [Data: Sources (7)]. The room fell silent as the team, led by Alex and Dr. Jordan Hayes, worked meticulously to bridge the technological chasm between humanity and the alien intelligence [Data: Sources (7)].\\n\\n### Technological and Scientific Breakthroughs\\n\\nThe team's efforts led to significant technological and scientific breakthroughs. Dr. Jordan Hayes isolated the signal's harmonics, revealing it to be more than a mere call—it was an interstellar siren's call, a song that needed to be learned quickly [Data: Sources (7)]. This discovery indicated that the alien intelligence was not just a distant enigma but an active participant in the dialogue, responding to the team's digital overtures with an unknown agenda [Data: Sources (7)]. The evolving alien signals suggested that the intelligence was adapting to the team's attempts to decrypt the message, accelerating its learning process [Data: Sources (7)].\\n\\n### Psychological and Emotional Impact\\n\\nThe first contact event had a profound psychological and emotional impact on the team. Alex Mercer, along with his colleagues, experienced a mix of awe, fear, and responsibility as they stood on the edge of the unknown. The realization that their mission had morphed from passive observation to active engagement underscored the gravity of their role as humanity's ambassadors in this interstellar exchange [Data: Sources (7)]. The team's meticulous efforts and the intensifying glow of the monitors heralded a momentous threshold, marking the beginning of a new era in human-alien relations [Data: Sources (7)].\\n\\n### Strategic and Diplomatic Implications\\n\\nThe first contact event also had significant strategic and diplomatic implications. The team's analysis of the alien code and patterns revealed a complex and structured communication, indicating a highly advanced and intentional form of extraterrestrial intelligence [Data: Reports (0)]. This necessitated a careful and measured response, balancing the need for understanding with the potential risks involved. Alex Mercer's leadership and the team's collaborative efforts were crucial in navigating this delicate situation, ensuring that their actions were guided by both scientific curiosity and diplomatic prudence [Data: Reports (0); Sources (7)].\\n\\n### Conclusion\\n\\nIn conclusion, the first contact event observed by Alex Mercer and his team at Dulce Base marked a historic milestone in human history. It led to significant technological and scientific advancements, had a profound psychological impact on the team, and posed important strategic and diplomatic challenges. The event underscored the importance of careful and measured engagement in interstellar communication, highlighting the role of the Paranormal Military Squad as humanity's vanguard in the exploration of the cosmos.\\n\",\n",
+       "     0  27   might be initiating the first true interspeci...\n",
+       "     1  25   between scientific breakthrough and galactic ...\n",
+       "     2  29   pulse with sentient curiosity, drawing them f...\n",
+       "     3  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     4  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     5  32  Our response will mark humanity’s readiness to...\n",
+       "     6  34   as they unspooled their hard wisdom. \"For all...\n",
+       "     7  36   ebb and flow of cryptic communications reachi...}},\n",
+       "   'id': 111},\n",
+       "  {'query': 'What specific skills does Dr. Jordan Hayes bring to the team?',\n",
+       "   'answer': \"# Skills of Dr. Jordan Hayes\\n\\nDr. Jordan Hayes is a pivotal member of the Paranormal Military Squad stationed at Dulce Base, bringing a unique set of skills that are crucial to the team's mission of decoding alien communications and understanding extraterrestrial technology.\\n\\n## Analytical and Decryption Expertise\\n\\nDr. Hayes is primarily focused on interpreting and decoding alien scripts, signals, and communication. Their role involves managing the mainframe, aligning satellite data, and working on decryption algorithms to understand alien codes and patterns. This analytical prowess is essential for the team's mission, as it allows them to make sense of the complex and often cryptic alien messages they encounter [Data: Reports (52)].\\n\\n## Technical Proficiency\\n\\nIn addition to their analytical skills, Dr. Hayes is proficient in handling advanced technology. They are responsible for aligning satellite data and managing the mainframe, which requires a deep understanding of both hardware and software systems. This technical expertise is vital for maintaining the integrity of the team's communication systems and ensuring that they can effectively engage with alien signals in real-time [Data: Reports (52)].\\n\\n## Collaborative Skills\\n\\nDr. Hayes works closely with other team members, particularly Sam Rivera, to decode alien messages. While Dr. Hayes focuses on decryption, Sam Rivera brings technical expertise and optimism to the mission. Their teamwork is marked by mutual understanding and adaptability, which are essential for addressing the unknown challenges posed by alien communications [Data: Reports (52); Sources (16)].\\n\\n## Adaptability and Strategic Thinking\\n\\nDr. Hayes has demonstrated a significant transformation from skepticism to proactive action, highlighting their adaptability. This ability to shift perspectives and embrace new paradigms is crucial in a field where the unknown is a constant factor. Their strategic thinking is also evident in their approach to interpreting alien communications, which they sometimes view as cosmic diplomacy, suggesting the potential for establishing diplomatic relations with extraterrestrial beings [Data: Reports (52)].\\n\\n## Leadership and Initiative\\n\\nAlthough not explicitly stated, Dr. Hayes' central role in the team and their proactive approach to challenges suggest strong leadership qualities. They are often at the forefront of the team's efforts to decode and understand alien communications, indicating a willingness to take initiative and lead by example [Data: Reports (52); Sources (16, 18, 20, 22, 23)].\\n\\nIn summary, Dr. Jordan Hayes brings a combination of analytical expertise, technical proficiency, collaborative skills, adaptability, strategic thinking, and leadership to the Paranormal Military Squad. These skills are indispensable for the team's mission to decode alien communications and understand extraterrestrial technology.\\n\",\n",
        "   'score': 90,\n",
-       "   'metadata': {'context_data': {'reports':   id                                              title  \\\n",
-       "     0  0  Dulce Base and the Paranormal Military Squad Team   \n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11125,\n",
+       "    'output_tokens': 663,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  52  Paranormal Military Squad at Dulce Base   \n",
        "     \n",
        "                                                  content  \n",
-       "     0  # Dulce Base and the Paranormal Military Squad...  ,\n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
        "     'entities': Empty DataFrame\n",
        "     Columns: [in_context]\n",
        "     Index: [],\n",
        "     'sources':    id                                               text\n",
-       "     0   7   have a way in.\"\\n\\nA slight nod was Alex's im...\n",
-       "     1   0  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
-       "     2  11  , the sentinel within them ever alert.\\n\\nAlex...\n",
-       "     3   8  ences the full spectrum of human curiosity and...\n",
-       "     4   5   the universe.\\n\\nIn a symphony of clicks and ...},\n",
-       "    'token_ct': 12713},\n",
-       "   'id': 216},\n",
-       "  {'query': 'How does Alex Mercer’s military background influence his leadership style?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 217},\n",
-       "  {'query': 'What specific strategies does Alex Mercer use to resolve conflicts within his team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 218},\n",
-       "  {'query': 'How does Alex Mercer handle the psychological stress associated with high-stakes decision-making?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 219},\n",
-       "  {'query': 'What are some examples of successful decisions Alex Mercer has made in his leadership role?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 220},\n",
-       "  {'query': 'How does Alex Mercer’s relationship with higher authorities impact his leadership and decision-making?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 221},\n",
-       "  {'query': 'What specific roles do each of the team members play in the decryption process?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 222},\n",
-       "  {'query': 'How does the team ensure the security of their communication streams?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 223},\n",
-       "  {'query': \"What are the potential risks if the alien intelligence outpaces the team's understanding?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 224},\n",
-       "  {'query': 'Can you provide more details on the technology used in the decryption process?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 225},\n",
-       "  {'query': 'What protocols are in place for first contact with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 226},\n",
-       "  {'query': 'What specific measures are in place at Dulce Base to support the mental well-being of its personnel?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 227},\n",
-       "  {'query': 'How does the base ensure the continuous supply of essential resources given its remote location?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 228},\n",
-       "  {'query': 'What kind of specialized training do personnel undergo to operate in the harsh desert environment?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 229},\n",
-       "  {'query': 'What are the key technologies used at Dulce Base for extraterrestrial communication and research?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 230},\n",
-       "  {'query': \"How does the base's isolation impact the overall security and secrecy of its operations?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 231},\n",
-       "  {'query': 'What specific skills and training does Alex Mercer have that qualify him for this role?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 232},\n",
-       "  {'query': 'How does Alex Mercer collaborate with other team members like Dr. Jordan Hayes and Sam Rivera?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 233},\n",
-       "  {'query': 'What are some of the challenges Alex Mercer faces in interpreting extraterrestrial signals?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 234},\n",
-       "  {'query': 'Can you provide more details on the first contact event that Alex Mercer observed?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 235},\n",
-       "  {'query': 'What are the psychological complexities that Alex Mercer deals with in his role?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 236},\n",
-       "  {'query': 'How does Alex Mercer cope with the psychological stress of his role?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 237},\n",
-       "  {'query': 'What specific strategies does Mercer use to maintain team cohesion?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 238},\n",
-       "  {'query': \"How do the other team members perceive Mercer's leadership?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 239},\n",
-       "  {'query': 'What are some examples of critical decisions Mercer has had to make?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 240},\n",
-       "  {'query': \"How does the isolation at Dulce Base impact the team's overall morale and performance?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 241},\n",
-       "  {'query': 'What specific scientific breakthroughs is Dr. Jordan Hayes on the verge of achieving?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 242},\n",
-       "  {'query': \"How does Agent Alex Mercer's background contribute to his role in the Paranormal Military Squad Team?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 243},\n",
-       "  {'query': 'What are some of the potential first contact scenarios the team is preparing for?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 244},\n",
-       "  {'query': \"How does the collaboration between team members enhance their mission's success?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 245},\n",
-       "  {'query': 'What hidden technologies have been discovered by the team, and how might they be used in future missions?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 246},\n",
-       "  {'query': \"What specific instances demonstrate Taylor Cruz's influence on the team's decision-making?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 247},\n",
-       "  {'query': \"How do other team members perceive Taylor Cruz's leadership style?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 248},\n",
-       "  {'query': \"In what ways does Taylor Cruz's pragmatic approach impact the team's interactions with extraterrestrial intelligence?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 249},\n",
-       "  {'query': \"How does Taylor Cruz's relationship with Dr. Jordan Hayes and Alex Mercer affect the team's strategies?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 250},\n",
-       "  {'query': \"What are the potential challenges or limitations of Taylor Cruz's pragmatic approach?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 251},\n",
-       "  {'query': 'What specific skills and qualities does Alex Mercer possess that make him effective in managing crises?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 252},\n",
-       "  {'query': \"How does Alex Mercer's leadership style influence the team's approach to the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 253},\n",
-       "  {'query': 'Can you provide more details on the relationship dynamics between Alex Mercer and other team members?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 254},\n",
-       "  {'query': \"What are some of the long-term impacts of the crises managed by Alex Mercer on the mission's outcomes?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 255},\n",
-       "  {'query': 'How does Alex Mercer balance the scientific and military aspects of the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 256},\n",
-       "  {'query': 'What specific mentorship strategies does Mercer use with Sam Rivera?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 257},\n",
-       "  {'query': 'How does Mercer balance the technical and emotional needs of the team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 258},\n",
-       "  {'query': 'Can you provide examples of conflicts Mercer has resolved within the team?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 259},\n",
-       "  {'query': \"What are Taylor Cruz's views on Mercer's leadership style?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 260},\n",
-       "  {'query': \"How does Mercer's military background influence his conflict resolution methods?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 261},\n",
-       "  {'query': 'What specific roles do Alex Mercer, Taylor Cruz, and Sam Rivera play in the communication protocols at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 262},\n",
-       "  {'query': 'How does the team at Dulce Base ensure the security of their communications with extraterrestrial intelligences?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 263},\n",
-       "  {'query': 'What are some of the challenges faced by the team in decrypting and interpreting alien signals?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 264},\n",
-       "  {'query': 'Can you provide more details on the decryption algorithms used by Dr. Jordan Hayes?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 265},\n",
-       "  {'query': 'What are the potential risks associated with extraterrestrial communication, and how does Dulce Base mitigate them?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 266},\n",
-       "  {'query': 'What specific technical advancements did Sam Rivera develop for the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 267},\n",
-       "  {'query': \"How did Taylor Cruz's leadership style impact the team's dynamics?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 268},\n",
-       "  {'query': \"Can you provide more details on Alex Mercer's military background and previous missions?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 269},\n",
-       "  {'query': 'What were some of the key scientific discoveries made by Dr. Jordan Hayes during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 270},\n",
-       "  {'query': \"How did the team's collaboration evolve over the course of the mission?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 271},\n",
-       "  {'query': 'What specific role did Dr. Jordan Hayes play in the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 272},\n",
-       "  {'query': 'How did the team at Dulce Base prepare for the potential risks of the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 273},\n",
-       "  {'query': 'How did the first contact event influence subsequent missions and research at Dulce Base?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 274},\n",
-       "  {'query': 'What were the key challenges faced by Alex Mercer and his team during the first contact event?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 275},\n",
-       "  {'query': 'What specific challenges did the team face during their mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 276},\n",
-       "  {'query': \"How did Alex Mercer's military background influence his leadership style?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 277},\n",
-       "  {'query': 'What were the key moments of collaboration between Sam Rivera and other team members?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 278},\n",
-       "  {'query': \"How did Taylor Cruz's cautious approach impact the team's decision-making process?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 279},\n",
-       "  {'query': 'What were the scientific methods used by Dr. Jordan Hayes to analyze the extraterrestrial signals?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 280},\n",
-       "  {'query': 'What specific challenges did Taylor Cruz face during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 281},\n",
-       "  {'query': \"How did Sam Rivera's technical solutions impact the mission's outcomes?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 282},\n",
-       "  {'query': \"What are some examples of Taylor Cruz's strategic decisions?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 283},\n",
-       "  {'query': 'How did the relationship between Taylor Cruz and Sam Rivera evolve throughout the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 284},\n",
-       "  {'query': 'What role did Dr. Jordan Hayes play in supporting Taylor Cruz and Sam Rivera?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 285},\n",
-       "  {'query': 'What specific instances highlight the collaboration between Alex Mercer and Taylor Cruz?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 286},\n",
-       "  {'query': 'How do other team members perceive the leadership styles of Alex Mercer and Taylor Cruz?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 287},\n",
-       "  {'query': 'What challenges have Alex Mercer and Taylor Cruz faced together, and how did they overcome them?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 288},\n",
-       "  {'query': \"How does Taylor Cruz's skepticism impact the team's approach to interstellar communication?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 289},\n",
-       "  {'query': 'What are the long-term goals of the Paranormal Military Squad under the leadership of Alex Mercer and Taylor Cruz?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 290},\n",
-       "  {'query': 'What specific methods and technologies does Dr. Jordan Hayes use for decryption?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 291},\n",
-       "  {'query': 'How has the team at Dulce Base prepared for potential risks associated with alien communication?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 292},\n",
-       "  {'query': 'What are the roles of other key personnel like Alex Mercer, Taylor Cruz, and Sam Rivera in the decryption process?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 293},\n",
-       "  {'query': \"Can you provide more details on the 'linguistic lock' mentioned in the decrypted signals?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 294},\n",
-       "  {'query': 'What are the broader implications of establishing communication with extraterrestrial intelligence?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 295},\n",
-       "  {'query': 'What specific protocols does Taylor Cruz emphasize during the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 296},\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 112},\n",
        "  {'query': \"How does Taylor Cruz's leadership style impact the team's dynamics?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 113},\n",
+       "  {'query': \"Can you provide examples of Sam Rivera's technical contributions to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 114},\n",
+       "  {'query': 'What are some key moments of collaboration between Agent Mercer and Dr. Jordan Hayes?',\n",
+       "   'answer': \"# Key Moments of Collaboration Between Agent Mercer and Dr. Jordan Hayes\\n\\n## Introduction\\n\\nAgent Alex Mercer and Dr. Jordan Hayes are pivotal members of the Paranormal Military Squad at Dulce Base, working closely together to decode and respond to alien communications. Their collaboration is marked by a blend of Mercer's strategic leadership and Hayes' technical expertise, which together drive the team's mission forward.\\n\\n## In the Lab\\n\\nOne significant moment of collaboration occurs in the lab, where Dr. Jordan Hayes works on alien technology retrieved from a crash site. Agent Mercer often observes Hayes' work, admiring her analytical skills and technical expertise. This scene highlights their mutual respect and the critical role Hayes' work plays in the team's efforts to decode and understand alien messages [Data: Reports (50); Sources (18)].\\n\\n## The Briefing Room\\n\\nAnother key moment is during a briefing session where the team prepares for their mission. Mercer, despite feeling dwarfed by the enormity of the task, relies on Hayes' support and insights. Hayes' composed demeanor and focus on the task at hand help Mercer stay grounded and focused on the mission's broader implications for humanity [Data: Sources (18, 15)].\\n\\n## Confronting the Unknown\\n\\nIn a tense moment, as the team prepares to enter a mysterious room within Dulce Base, Mercer and Hayes share a brief but significant exchange. Hayes' analytical mind and Mercer's strategic thinking come together as they contemplate the urgency and potential dangers of their mission. This collaboration underscores their ability to balance caution with the need for decisive action [Data: Sources (20)].\\n\\n## Decoding Alien Signals\\n\\nA pivotal moment of collaboration is when Hayes decodes an alien message that contains coordinates and a warning. Mercer and Hayes work together to understand the intent behind the message, balancing the need for caution with the potential for significant discoveries. This moment highlights their combined efforts to navigate the complexities of interstellar communication [Data: Sources (22)].\\n\\n## Conclusion\\n\\nThe collaboration between Agent Mercer and Dr. Jordan Hayes is characterized by mutual respect, complementary skills, and a shared commitment to their mission. Their ability to work together effectively is crucial in navigating the challenges posed by alien communications and ensuring the success of their team at Dulce Base.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11152,\n",
+       "    'output_tokens': 608,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 115},\n",
+       "  {'query': 'How do the personal backgrounds of these characters influence their roles in the mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 116},\n",
+       "  {'query': 'What specific roles and responsibilities does Mercer have within the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 117},\n",
+       "  {'query': 'Can you provide more details on the advanced communication systems used by the team?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 118},\n",
+       "  {'query': 'What are some examples of the alien signals and technology that Mercer and the team have encountered?',\n",
+       "   'answer': \"# Examples of Alien Signals and Technology Encountered by Mercer and the Team\\n\\n## Alien Signals\\n\\nThe Paranormal Military Squad, led by Alex Mercer, has encountered various alien signals that have profound implications for humanity's understanding of extraterrestrial intelligence. One notable instance is the team's effort to decode alien messages during Operation: Dulce. The signals were not just random static but contained patterns that suggested a form of advanced communication. Dr. Jordan Hayes noted that the signal disruptions synced with zenithal star alignments, implying that these 'meet and greets' were scheduled by celestial mechanics [Data: Sources (21)]. This hypothesis was supported by the observation that the signals evolved with each interaction, almost as if they were 'singing' or engaging in a cosmic vocalization [Data: Sources (36)].\\n\\n## Alien Technology\\n\\nThe team has also encountered alien technology that challenges their understanding of physics and engineering. For example, Dr. Jordan Hayes worked on deciphering the circuitry of an alien device retrieved from a crash site. This device emitted a low pulse and had a complex architecture that resembled aspects of human cognition, such as recognition, learning, and even empathy [Data: Sources (31, 36)]. The technology was not just transmitting information but was designed to resonate and be felt, suggesting a form of communication that goes beyond words [Data: Sources (30)].\\n\\n## Communication Protocols\\n\\nThe team has developed protocols to bridge human and alien systems to facilitate communication. Sam Rivera played a crucial role in adapting their gear to transmute the foreign signals into something the team could dissect. This effort was a testament to the mentorship and belief instilled in them by Mercer and the team [Data: Sources (21)]. The alien signals were not just messages but invitations to a broader spectrum of cognizance, indicating that the extraterrestrial entities were initiating a form of interstellar dialogue [Data: Sources (31)].\\n\\n## Implications and Challenges\\n\\nThe implications of these encounters are vast, ranging from the potential for new forms of diplomacy to the risks of miscommunication. The team is aware that how they interact with these signals could dictate the outcome of their entire operation. The alien technology and signals represent a new era of existence for humanity, one that could either elevate or condemn us depending on how we navigate these interactions [Data: Reports (63)].\\n\\nIn summary, the Paranormal Military Squad, under the leadership of Alex Mercer, has encountered alien signals and technology that are both awe-inspiring and challenging. These encounters have pushed the boundaries of human knowledge and have the potential to reshape our understanding of the universe and our place within it.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11452,\n",
+       "    'output_tokens': 667,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     2  36   ebb and flow of cryptic communications reachi...\n",
+       "     3  20  iness as they pressed on through the dimly lit...\n",
+       "     4  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     5  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     6  23   of hidden truths. This was humanity's unwitti...\n",
+       "     7  30  stellar exchange that could change everything ...}},\n",
+       "   'id': 119},\n",
+       "  {'query': \"How does Mercer's strategic approach influence the team's overall mission success?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 120},\n",
+       "  {'query': 'What other team members have made significant technological contributions, and how do they collaborate with Mercer?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 121},\n",
+       "  {'query': 'What specific technologies and methods are the team using to decode the alien signals?',\n",
+       "   'answer': \"# Technologies and Methods Used to Decode Alien Signals\\n\\n## Advanced Computational Systems\\n\\nThe team at Dulce Base employs advanced computational systems to handle the complex task of decoding alien signals. These systems are capable of processing vast amounts of data and running sophisticated algorithms to identify patterns and anomalies in the alien transmissions. The mainframe managed by Dr. Jordan Hayes plays a crucial role in this process, as it is responsible for interpreting the alien signals and facilitating the discovery of new knowledge [Data: Reports (69); Sources (32, 25, 36)].\\n\\n## Decryption Algorithms\\n\\nDecryption is a central process in understanding the alien signals. The team uses specialized decryption algorithms to decode the messages. These algorithms are designed to break down the alien code into understandable segments, allowing the team to interpret the signals' meaning. The effectiveness of these decryption efforts is directly linked to the team's ability to comprehend the alien communication [Data: Reports (67); Sources (32, 25, 36)].\\n\\n## Pattern Recognition and Anomaly Detection\\n\\nPattern recognition and anomaly detection are critical methods used by the team. By identifying recurring sequences and anomalies within the alien signals, the team can isolate significant patterns that may represent key elements of the alien language. This method helps in understanding the structure and syntax of the alien communication, which is essential for crafting accurate responses [Data: Reports (67); Sources (32, 25, 36)].\\n\\n## Communication Protocols\\n\\nThe team has established communication protocols to facilitate the exchange of messages with the extraterrestrial beings. These protocols involve the careful crafting of responses to the alien signals, ensuring that the messages are conveyed accurately and thoughtfully. The protocols are designed to maintain a two-way communication channel, which is vital for ongoing interstellar dialogue [Data: Reports (69); Sources (32, 25, 36)].\\n\\n## Collaborative Efforts and Expertise\\n\\nThe decoding process is a collaborative effort involving multiple team members, each bringing their expertise to the table. Dr. Jordan Hayes focuses on the decryption and interpretation of the signals, while other team members like Alex Mercer and Taylor Cruz provide strategic oversight and ensure that the communication protocols are followed. This collaborative approach ensures that the team can effectively navigate the complexities of interstellar communication [Data: Reports (69, 67); Sources (32, 25, 36)].\\n\\n## Conclusion\\n\\nIn summary, the team at Dulce Base employs a combination of advanced computational systems, decryption algorithms, pattern recognition, communication protocols, and collaborative expertise to decode and understand the alien signals. These technologies and methods are essential for maintaining an ongoing dialogue with extraterrestrial beings and uncovering new knowledge about their intelligence and intentions.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11356,\n",
+       "    'output_tokens': 664,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  69  Paranormal Military Squad and Interstellar Com...   \n",
+       "     1  67       Decryption and Understanding of Alien Signal   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Interstellar C...  \n",
+       "     1  # Decryption and Understanding of Alien Signal...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  32  Our response will mark humanity’s readiness to...\n",
+       "     1  25   between scientific breakthrough and galactic ...\n",
+       "     2  36   ebb and flow of cryptic communications reachi...\n",
+       "     3  27   might be initiating the first true interspeci...\n",
+       "     4  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     5  23   of hidden truths. This was humanity's unwitti...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 122},\n",
+       "  {'query': \"How does Alex Mercer's leadership style influence the team's approach to these challenges?\",\n",
+       "   'answer': \"# Alex Mercer's Leadership Style and Its Influence on the Team's Approach to Challenges\\n\\n## Strategic and Thoughtful Leadership\\n\\nAlex Mercer is a pivotal figure at Dulce Base, leading the Paranormal Military Squad with a balanced and strategic approach. His leadership style is characterized by a thoughtful and measured approach to interstellar communication, emphasizing the importance of diplomacy and careful consideration in their responses to alien signals. This strategic mindset ensures that the team's actions are well-considered and aimed at maintaining a diplomatic stance, which is crucial in their mission to decode and respond to alien communication [Data: Reports (50); Sources (32)].\\n\\n## Complementary Dynamics with Team Members\\n\\nMercer's leadership is complemented by the skills and approaches of other key team members. For instance, Taylor Cruz's authoritarian and pragmatic approach often contrasts with Mercer's thoughtful and cautious insights. This dynamic tension between Mercer and Cruz creates a balanced leadership that combines caution with diligence, ensuring that the team remains focused and on course despite their differing views [Data: Reports (50); Sources (32)]. This complementary dynamic is essential in navigating the complex challenges they face, as it allows for a more holistic approach to problem-solving.\\n\\n## Emphasis on Technical Expertise\\n\\nMercer highly values the technical expertise of team members like Dr. Jordan Hayes, whose analytical skills are critical in decoding alien messages. Mercer's leadership style includes observing and supporting Hayes' work in the lab, recognizing the importance of technical foundations in their strategic responses. This emphasis on technical expertise ensures that the team's approach is grounded in solid scientific analysis, which is vital for their success [Data: Reports (50); Sources (32)].\\n\\n## Symbolic Presence and Authority\\n\\nMercer's silhouette is often described as a symbol of leadership within the team, representing his authoritative presence during critical moments of the decryption process. This symbolic representation underscores the respect he commands and his role as a guiding force, helping to keep the team focused on their mission and the broader implications for humanity [Data: Reports (50); Sources (32)]. His presence provides a sense of stability and direction, which is crucial in maintaining team morale and cohesion.\\n\\n## Balanced Strategy for Alien Contact\\n\\nMercer's balanced strategy for alien contact, which emphasizes a thoughtful and measured approach, is crucial in ensuring that the team's response to alien signals is diplomatic and well-considered. This strategy helps maintain communication and make critical decisions about interstellar contact, balancing the need for caution with the potential for significant discoveries [Data: Reports (50); Sources (32)]. This approach is essential in navigating the unknown and potentially dangerous aspects of their mission.\\n\\n## Conclusion\\n\\nIn summary, Alex Mercer's leadership style significantly influences the team's approach to challenges by providing strategic guidance, fostering complementary dynamics among team members, emphasizing technical expertise, and maintaining a symbolic presence of authority. His balanced strategy for alien contact ensures that the team's actions are diplomatic and well-considered, which is crucial for their success in decoding and responding to alien communication.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 725,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  32  Our response will mark humanity’s readiness to...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 123},\n",
+       "  {'query': 'What are the potential consequences of misinterpreting the alien signals?',\n",
+       "   'answer': '# Potential Consequences of Misinterpreting the Alien Signals\\n\\n## Introduction\\n\\nThe decryption and understanding of alien signals are fraught with inherent uncertainties and risks. Misinterpretation of these signals could lead to a range of consequences, from missed opportunities for peaceful interstellar communication to catastrophic misunderstandings that could endanger humanity.\\n\\n## Diplomatic and Communication Risks\\n\\nOne of the primary risks of misinterpreting alien signals is the potential for diplomatic fallout. If the signals are intended as a form of peaceful communication or an invitation to engage in a broader cosmic dialogue, misinterpretation could result in missed opportunities for collaboration and mutual understanding. This could isolate humanity from potential allies and valuable knowledge [Data: Reports (67); Sources (23, 32, 35)].\\n\\nConversely, if the signals contain warnings or threats, failing to accurately interpret them could lead to unpreparedness in the face of potential dangers. For instance, the signals might be cautioning humanity about certain cosmic phenomena or hostile entities, and misreading these messages could leave Earth vulnerable to unforeseen threats [Data: Sources (22, 27)].\\n\\n## Technological and Scientific Implications\\n\\nMisinterpreting alien signals could also have significant technological and scientific repercussions. The signals might contain advanced knowledge or technologies that could propel human civilization forward. Incorrectly decoding these messages could result in the loss of invaluable information that could have otherwise led to breakthroughs in various fields such as energy, medicine, or space travel [Data: Reports (67); Sources (23, 32, 35)].\\n\\nMoreover, the process of decryption itself involves complex algorithms and interpretations. Any errors in this process could lead to flawed scientific conclusions, potentially setting back research efforts and causing a misallocation of resources [Data: Reports (67); Sources (23, 32, 35)].\\n\\n## Security and Existential Threats\\n\\nThe most severe consequence of misinterpreting alien signals could be the inadvertent provocation of a hostile response. If the signals are part of a strategic communication from an advanced civilization, any misstep in interpretation could be perceived as an act of aggression or disrespect. This could escalate into a conflict with an entity far more technologically advanced than humanity, posing an existential threat to Earth [Data: Sources (22, 27, 35)].\\n\\nAdditionally, the signals might be part of a larger surveillance or reconnaissance effort. Misinterpreting these signals could lead to a false sense of security, leaving humanity exposed to potential invasions or other forms of extraterrestrial interference [Data: Sources (22, 27, 35)].\\n\\n## Conclusion\\n\\nThe decryption and understanding of alien signals are critical tasks that require meticulous attention and caution. The potential consequences of misinterpretation range from missed opportunities for peaceful engagement to catastrophic security threats. It is imperative that these signals are approached with a balanced strategy that combines scientific rigor with diplomatic sensitivity to navigate the complexities of interstellar communication effectively.\\n',\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 10816,\n",
+       "    'output_tokens': 714,\n",
+       "    'context_data': {'reports':    id                                         title  \\\n",
+       "     0  67  Decryption and Understanding of Alien Signal   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Decryption and Understanding of Alien Signal...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  23   of hidden truths. This was humanity's unwitti...\n",
+       "     1  32  Our response will mark humanity’s readiness to...\n",
+       "     2  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     3  27   might be initiating the first true interspeci...\n",
+       "     4  25   between scientific breakthrough and galactic ...\n",
+       "     5  36   ebb and flow of cryptic communications reachi...\n",
+       "     6  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     7  22   actors. \\n\\nJordan paused, a tension creeping...}},\n",
+       "   'id': 124},\n",
+       "  {'query': \"How does the team's emotional and psychological state impact their performance?\",\n",
+       "   'answer': \"# Impact of the Team's Emotional and Psychological State on Performance\\n\\n## Emotional Dynamics and Team Cohesion\\n\\nThe emotional and psychological state of the Paranormal Military Squad significantly impacts their performance, particularly in high-stress situations like those encountered during Operation: Dulce. The team members exhibit a range of emotions, from Sam Rivera's profound acceptance of groundbreaking revelations to Taylor Cruz's reluctant admiration for the uncharted realms they are approaching [Data: Sources (23)]. This emotional spectrum fosters a sense of unity and shared purpose, transforming them from mere operatives into delegates on behalf of Earth, ready to navigate the convergence and peril as unified emissaries [Data: Sources (23)].\\n\\n## Leadership and Emotional Intelligence\\n\\nAlex Mercer's leadership plays a crucial role in managing the team's emotional state. His ability to balance military discipline with a deep-seated curiosity and empathy helps maintain team morale and focus. For instance, during a critical moment when the alien signal began responding, Alex advised caution, emphasizing the importance of their interaction's outcome [Data: Sources (23)]. This approach not only mitigates potential conflicts but also ensures that the team remains aligned with their mission's overarching goals.\\n\\n## Psychological Resilience and Adaptability\\n\\nThe team's psychological resilience is tested as they transition from exploration to engagement and from isolation to communal outreach beyond the stars. This shift is marked by a collective acceptance of their roles as both observers and participants in a cosmic opera [Data: Sources (23)]. The psychological transformation within the team members, such as Jordan Hayes' readiness to embrace the unbelievable and Sam Rivera's exhilaration at the evolving signal, underscores their adaptability and willingness to face the unknown [Data: Sources (23, 37)].\\n\\n## Stress and Decision-Making\\n\\nHigh-stress environments, like the command center at Dulce Base, amplify the team's emotional and psychological states, influencing their decision-making processes. For example, the tension in the room is palpable as the team deciphers the alien signal, with each member contributing their expertise while grappling with the enormity of their task [Data: Sources (23, 37)]. This stress, however, also sharpens their focus and drives them to perform at their best, as seen in their meticulous approach to decoding the signal and preparing for potential interstellar communication [Data: Sources (23, 37, 32)].\\n\\n## Conclusion\\n\\nIn conclusion, the emotional and psychological state of the Paranormal Military Squad profoundly impacts their performance. The team's cohesion, guided by Alex Mercer's leadership, their psychological resilience, and their ability to adapt to high-stress situations all contribute to their effectiveness in navigating the complexities of Operation: Dulce. Their emotional dynamics not only enhance their performance but also prepare them for the broader implications of their mission, potentially reshaping humanity's understanding of the cosmos.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11756,\n",
+       "    'output_tokens': 693,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  23   of hidden truths. This was humanity's unwitti...\n",
+       "     1   9   mean, everyone is a fraud, right? No one real...\n",
+       "     2   4   only so much processing that my mind can do i...\n",
+       "     3  37   with the gravitas due a historic first contac...\n",
+       "     4  20  iness as they pressed on through the dimly lit...\n",
+       "     5  32  Our response will mark humanity’s readiness to...\n",
+       "     6   8   information, which is not the perspective tha...\n",
+       "     7  27   might be initiating the first true interspeci...\n",
+       "     8  25   between scientific breakthrough and galactic ...}},\n",
+       "   'id': 125},\n",
+       "  {'query': 'What role does each team member play in overcoming these challenges?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 126},\n",
+       "  {'query': \"How does Dr. Jordan Hayes' approach to adaptability complement or conflict with Taylor Cruz's leadership style?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 127},\n",
+       "  {'query': 'What specific instances highlight the tension between Taylor Cruz and other team members?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 128},\n",
+       "  {'query': \"How does Alex Mercer perceive and respond to Taylor Cruz's authoritarian approach?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 129},\n",
+       "  {'query': \"In what ways does Sam Rivera's role and actions reflect the impact of Cruz's leadership?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 130},\n",
+       "  {'query': \"How does the team's overall mission success at Dulce Base reflect the balance between caution and adaptability?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 131},\n",
+       "  {'query': 'What specific training has Mercer undergone to develop his problem-solving skills?',\n",
+       "   'answer': \"# Agent Alex Mercer's Training and Problem-Solving Skills Development\\n\\nAgent Alex Mercer is a key figure within the Paranormal Military Squad, known for his determination and strategic thinking. His training and experiences have significantly contributed to his problem-solving skills, which are crucial for the complex and high-stakes missions he undertakes.\\n\\n## Military and Tactical Training\\n\\nMercer's background includes extensive military training, which has equipped him with a range of tactical skills. This training is evident in his ability to maintain composure and make strategic decisions under pressure. His military discipline is a cornerstone of his problem-solving approach, allowing him to assess situations quickly and respond effectively [Data: Sources (15, 16, 18, 23, 24)].\\n\\n## Analytical and Technical Skills\\n\\nIn addition to his tactical training, Mercer has developed strong analytical and technical skills. These skills are crucial for interpreting complex data and making informed decisions. His ability to understand and manipulate advanced technology is highlighted in his interactions with Dr. Jordan Hayes and Sam Rivera, where he demonstrates a keen understanding of the technical aspects of their missions [Data: Sources (16, 18, 24, 30)].\\n\\n## Leadership and Team Collaboration\\n\\nMercer's problem-solving abilities are further enhanced by his leadership skills and his capacity to collaborate effectively with his team. He often acts as a mediator, balancing the pragmatic approach of Taylor Cruz with the analytical insights of Dr. Jordan Hayes. This ability to integrate diverse perspectives and maintain team cohesion is vital for navigating the unpredictable challenges they face [Data: Sources (15, 16, 18, 23, 24)].\\n\\n## Adaptability and Intuition\\n\\nOne of Mercer's standout qualities is his adaptability. He is able to adjust his strategies in response to new information and changing circumstances. This flexibility is complemented by his intuition, which allows him to anticipate potential issues and devise proactive solutions. His intuitive approach is particularly valuable in the context of their missions, where the unknown variables often exceed the known [Data: Sources (15, 16, 18, 23, 24)].\\n\\n## Conclusion\\n\\nOverall, Agent Alex Mercer's problem-solving skills are a product of his comprehensive military training, technical expertise, leadership abilities, and adaptability. These skills enable him to navigate the complexities of his missions and contribute to the success of the Paranormal Military Squad.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11317,\n",
+       "    'output_tokens': 600,\n",
+       "    'context_data': {'reports':    id                                     title  \\\n",
+       "     0  43  Ben Bloomberg and the Harmoniser Project   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Ben Bloomberg and the Harmoniser Project\\n\\n...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 132},\n",
+       "  {'query': \"Can you provide more examples of Mercer's leadership in other missions?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 133},\n",
+       "  {'query': 'How does Mercer’s problem-solving approach compare to other agents in the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 134},\n",
+       "  {'query': 'What are some of the most challenging situations Mercer has faced, and how did he overcome them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 135},\n",
+       "  {'query': \"How do Mercer's problem-solving abilities impact the overall success of his missions?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 136},\n",
+       "  {'query': \"What specific missions or experiences in Mercer's military career prepared him for Operation: Dulce?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 137},\n",
+       "  {'query': \"How do Mercer's interactions with other team members reflect his military training?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 138},\n",
+       "  {'query': \"What are some examples of Mercer's strategic decisions during the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 139},\n",
+       "  {'query': \"How does Mercer's leadership style compare to that of other leaders in the Paranormal Military Squad?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 140},\n",
+       "  {'query': \"In what ways does Mercer's military background influence his perception of the alien threat?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 141},\n",
+       "  {'query': 'What specific challenges has Alex Mercer faced in his leadership role at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 142},\n",
+       "  {'query': 'What are some examples of critical decisions made by Alex Mercer during the mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 143},\n",
+       "  {'query': \"How does Alex Mercer's military background influence his leadership approach?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 144},\n",
+       "  {'query': 'In what ways does Alex Mercer support the professional development of his team members?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 145},\n",
+       "  {'query': \"What specific technologies could be developed from the Paranormal Military Squad's missions?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 146},\n",
+       "  {'query': \"How does Alex Mercer's leadership influence the squad's approach to extraterrestrial communication?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 147},\n",
+       "  {'query': 'What are the potential risks of miscommunication with extraterrestrial beings?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 148},\n",
+       "  {'query': 'How might the discovery of extraterrestrial intelligence impact global politics?',\n",
+       "   'answer': '# Impact of Extraterrestrial Intelligence Discovery on Global Politics\\n\\n## Introduction\\nThe discovery of extraterrestrial intelligence would be a monumental event in human history, with profound implications for global politics. This revelation would likely trigger a cascade of political, social, and economic changes as nations and international organizations grapple with the new reality. The impact would be multifaceted, affecting international relations, national security, scientific collaboration, and public policy.\\n\\n## International Relations\\nThe discovery of extraterrestrial intelligence would necessitate unprecedented levels of international cooperation. Countries would need to collaborate to share information, resources, and strategies for communication and interaction with the extraterrestrial entities. This could lead to the formation of new international bodies or the strengthening of existing ones, such as the United Nations, to manage the global response. The need for a unified approach could foster a sense of global solidarity, potentially reducing geopolitical tensions and promoting peace [Data: Reports (63); Sources (25, 32, 29, 24, 35)].\\n\\n## National Security\\nNational security concerns would be paramount following the discovery of extraterrestrial intelligence. Governments would need to assess the potential threats posed by the extraterrestrial entities, including the possibility of hostile actions or the unintended consequences of contact. Military and intelligence agencies would likely play a significant role in monitoring and responding to extraterrestrial activities. The establishment of protocols for defense and communication would be critical to ensure the safety and security of nations [Data: Reports (63); Sources (25, 32, 29, 24, 35)].\\n\\n## Scientific Collaboration\\nThe scientific community would be at the forefront of efforts to understand and communicate with extraterrestrial intelligence. This would require extensive collaboration across disciplines and borders, as scientists pool their knowledge and expertise to decode alien signals and understand their implications. The discovery could lead to significant advancements in technology and science, driven by the need to interact with and learn from the extraterrestrial entities. International scientific organizations and research institutions would play a crucial role in coordinating these efforts [Data: Reports (63); Sources (25, 32, 29, 24, 35)].\\n\\n## Public Policy and Governance\\nGovernments would need to develop new policies and regulations to address the challenges and opportunities presented by the discovery of extraterrestrial intelligence. This could include laws related to space exploration, communication protocols, and the management of extraterrestrial resources. Public policy would also need to address the ethical and philosophical questions raised by the discovery, such as the rights of extraterrestrial beings and the implications for human identity and society [Data: Reports (63); Sources (25, 32, 29, 24, 35)].\\n\\n## Conclusion\\nThe discovery of extraterrestrial intelligence would have far-reaching implications for global politics, necessitating a coordinated and multifaceted response. International cooperation, national security, scientific collaboration, and public policy would all be critical areas of focus as humanity navigates this new frontier. The potential for both positive and negative outcomes underscores the importance of careful planning and collaboration in the face of such a transformative event.\\n',\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11440,\n",
+       "    'output_tokens': 742,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  25   between scientific breakthrough and galactic ...\n",
+       "     1  32  Our response will mark humanity’s readiness to...\n",
+       "     2  29   pulse with sentient curiosity, drawing them f...\n",
+       "     3  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     4  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     5   7   show , or the gigs where I nailed all the ins...\n",
+       "     6  36   ebb and flow of cryptic communications reachi...\n",
+       "     7  27   might be initiating the first true interspeci...}},\n",
+       "   'id': 149},\n",
+       "  {'query': 'What are the ethical considerations of engaging in interstellar diplomacy?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 150},\n",
+       "  {'query': 'What specific methods does Dr. Hayes use to decode the alien scripts?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 151},\n",
+       "  {'query': 'How does the team support Dr. Hayes in overcoming these challenges?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 152},\n",
+       "  {'query': 'What are the potential consequences of misinterpreting the alien scripts?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 153},\n",
+       "  {'query': \"How does Dr. Hayes's background and expertise prepare them for this task?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 154},\n",
+       "  {'query': \"What role does intuition play in Dr. Hayes's approach to interpreting the alien scripts?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 155},\n",
+       "  {'query': 'What specific challenges did Dr. Jordan Hayes face while decoding the alien communications?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 156},\n",
+       "  {'query': \"How did Dr. Jordan Hayes' background and training prepare them for their role in the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 157},\n",
+       "  {'query': 'What were the key findings from the alien technology studied by Dr. Jordan Hayes?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 158},\n",
+       "  {'query': 'How did the collaboration between Dr. Jordan Hayes and Sam Rivera evolve throughout the mission?',\n",
+       "   'answer': \"# Evolution of Collaboration Between Dr. Jordan Hayes and Sam Rivera\\n\\n## Initial Stages of Collaboration\\n\\nAt the beginning of the mission, Dr. Jordan Hayes and Sam Rivera were already integral members of the Paranormal Military Squad, each bringing their unique expertise to the table. Dr. Hayes was primarily focused on interpreting and decoding alien scripts, signals, and communication, while Sam Rivera contributed technical expertise and optimism to the mission [Data: Reports (52)]. Their initial collaboration was marked by mutual understanding and adaptability, essential for addressing the unknown challenges posed by alien communications [Data: Reports (52)].\\n\\n## Building Trust and Understanding\\n\\nAs the mission progressed, the collaboration between Dr. Hayes and Sam Rivera deepened. In one instance, Sam Rivera was seen working alone in a cramped office, surrounded by the hum of servers and lines of code, reflecting their dedication to decrypting intercepted communications from Dulce [Data: Sources (16)]. This scene highlights Sam's commitment and the solitary nature of their work, which was complemented by Dr. Hayes' analytical prowess and cautious approach.\\n\\nTheir teamwork was further solidified during moments of shared discovery and tension. For example, when Dr. Hayes aligned satellite data with an alien message, Sam Rivera's technical skills were crucial in interpreting the data and understanding its implications [Data: Sources (22)]. This collaboration was not just about sharing tasks but also about building a deeper trust and reliance on each other's strengths.\\n\\n## Facing Challenges Together\\n\\nThroughout the mission, Dr. Hayes and Sam Rivera faced numerous challenges that tested their collaboration. In one instance, they worked together to decode a critical alien message that contained coordinates and a warning, highlighting the importance of their combined efforts in understanding the alien communication [Data: Sources (22)]. This moment underscored the evolution of their partnership from mere colleagues to a cohesive unit capable of tackling complex problems together.\\n\\n## Conclusion\\n\\nThe collaboration between Dr. Jordan Hayes and Sam Rivera evolved significantly throughout the mission. Initially marked by mutual respect and complementary skills, their partnership deepened as they faced challenges and made critical discoveries together. Their ability to trust and rely on each other was crucial in navigating the complexities of the mission and decoding alien communications, ultimately contributing to the success of their team.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11125,\n",
+       "    'output_tokens': 589,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  52  Paranormal Military Squad at Dulce Base   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 159},\n",
+       "  {'query': \"What are the potential implications of the new cosmic paradigm introduced by Dr. Jordan Hayes' work?\",\n",
+       "   'answer': \"# Potential Implications of the New Cosmic Paradigm Introduced by Dr. Jordan Hayes' Work\\n\\n## Introduction\\n\\nDr. Jordan Hayes' work on decoding alien signals and establishing interstellar communication has introduced a new cosmic paradigm with far-reaching implications. This paradigm shift is not only scientific but also philosophical, societal, and potentially existential. The implications of this work can be categorized into several key areas: scientific advancement, interstellar diplomacy, societal transformation, and existential risk management.\\n\\n## Scientific Advancement\\n\\nThe decoding of alien signals represents a monumental leap in scientific understanding. It opens up new avenues for research in fields such as astrophysics, linguistics, and artificial intelligence. The ability to interpret and respond to extraterrestrial communications could lead to unprecedented technological advancements and a deeper understanding of the universe. Dr. Hayes' work suggests that the alien signals are not just random static but intentional messages, indicating a form of intelligence that could revolutionize our approach to science and technology [Data: Sources (23, 27, 29, 32)].\\n\\n## Interstellar Diplomacy\\n\\nThe establishment of an interspecies communication bridge, as initiated by Dr. Hayes and the Paranormal Military Squad, marks the beginning of humanity's first true interstellar diplomacy. This new form of diplomacy requires a careful balance of scientific inquiry and diplomatic caution. The potential for both peaceful collaboration and hostile confrontation with extraterrestrial beings necessitates the development of new protocols and strategies for interstellar relations. The success of these efforts could lead to alliances that benefit humanity or, conversely, conflicts that pose significant risks [Data: Reports (63); Sources (23, 27, 29, 32)].\\n\\n## Societal Transformation\\n\\nThe confirmation of extraterrestrial intelligence and the ability to communicate with it could fundamentally alter human society. It challenges long-held beliefs and could lead to a reevaluation of humanity's place in the cosmos. This paradigm shift may inspire a new era of exploration and innovation, as well as a greater sense of global unity in the face of a shared cosmic destiny. However, it could also lead to societal upheaval, as people grapple with the implications of not being alone in the universe [Data: Reports (63); Sources (23, 27, 29, 32)].\\n\\n## Existential Risk Management\\n\\nThe awareness of potential galactic peril, as highlighted by the Paranormal Military Squad, underscores the need for careful navigation of interstellar communications. The risks involved in these interactions are significant, and the squad's efforts to mitigate these risks are crucial for ensuring Earth's safety. The development of strategies to manage these existential risks is essential for securing humanity's future in the cosmos [Data: Reports (63); Sources (23, 27, 29, 32)].\\n\\n## Conclusion\\n\\nDr. Jordan Hayes' work on decoding alien signals and establishing interstellar communication has introduced a new cosmic paradigm with profound implications. This paradigm shift encompasses scientific advancement, interstellar diplomacy, societal transformation, and existential risk management. As humanity stands on the cusp of a new era of cosmic exploration and understanding, the work of Dr. Hayes and the Paranormal Military Squad will be instrumental in navigating the challenges and opportunities that lie ahead.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11423,\n",
+       "    'output_tokens': 771,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  23   of hidden truths. This was humanity's unwitti...\n",
+       "     1  27   might be initiating the first true interspeci...\n",
+       "     2  25   between scientific breakthrough and galactic ...\n",
+       "     3  21   \"It's like nothing I've ever seen before, but...\n",
+       "     4  29   pulse with sentient curiosity, drawing them f...\n",
+       "     5  32  Our response will mark humanity’s readiness to...\n",
+       "     6  17   team was descending into the earth, carrying ...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 160},\n",
+       "  {'query': 'What protocols are in place to ensure accurate interpretation of alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 161},\n",
+       "  {'query': 'How can international cooperation aid in the decryption of alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 162},\n",
+       "  {'query': 'What are the historical precedents for misinterpreting signals or communications in human history?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 163},\n",
+       "  {'query': 'What role does artificial intelligence play in the decryption and interpretation of alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 164},\n",
+       "  {'query': 'How can humanity prepare for potential hostile responses from misinterpreted alien signals?',\n",
+       "   'answer': \"# Preparing for Potential Hostile Responses from Misinterpreted Alien Signals\\n\\n## Understanding the Risks\\n\\nHumanity's first contact with extraterrestrial intelligence, as facilitated by the Paranormal Military Squad, involves significant risks, particularly the potential for misinterpreted signals to lead to hostile responses. The squad's awareness of these risks is evident in their cautious approach to interstellar communications. For instance, Alex Mercer, the leader of the squad, emphasizes the need for careful interaction with alien signals, understanding that the nature of these interactions could dictate the outcome of the entire operation [Data: Reports (63); Sources (23, 35, 25, 31, 27)].\\n\\n## Strategic Protocols and Training\\n\\nTo mitigate the risks of hostile responses, it is crucial to develop comprehensive protocols and training programs for those involved in extraterrestrial communications. These protocols should include guidelines for interpreting alien signals, establishing secure communication channels, and responding to potential threats. The Paranormal Military Squad's experience in decoding and engaging with alien messages highlights the importance of having a well-trained team capable of navigating the complexities of interstellar dialogue [Data: Reports (63); Sources (23, 35, 25, 31, 27)].\\n\\n## Technological Advancements\\n\\nInvesting in advanced technology is essential for both interpreting alien signals accurately and defending against potential threats. The squad's use of sophisticated equipment to decode and respond to alien messages demonstrates the need for cutting-edge technology in these endeavors. This includes developing advanced encryption methods, signal analysis tools, and defensive systems to protect against potential hostile actions [Data: Reports (63); Sources (23, 35, 25, 31, 27)].\\n\\n## Diplomatic and Ethical Considerations\\n\\nDiplomacy and ethics play a critical role in preparing for potential hostile responses. Establishing a framework for interstellar diplomacy, which includes ethical guidelines for communication and engagement with extraterrestrial beings, can help prevent misunderstandings and foster peaceful interactions. The squad's efforts to approach alien signals with a balance of caution and curiosity reflect the importance of maintaining a diplomatic stance in these interactions [Data: Reports (63); Sources (23, 35, 25, 31, 27)].\\n\\n## Global Collaboration\\n\\nFinally, global collaboration is vital in preparing for potential hostile responses from misinterpreted alien signals. By working together, nations can share knowledge, resources, and strategies to enhance their collective ability to handle extraterrestrial communications. The Paranormal Military Squad's connection with Washington's command center underscores the importance of governmental oversight and coordination in these efforts [Data: Reports (63); Sources (23, 35, 25, 31, 27)].\\n\\nIn conclusion, humanity can prepare for potential hostile responses from misinterpreted alien signals by understanding the risks, developing strategic protocols and training, investing in technological advancements, considering diplomatic and ethical implications, and fostering global collaboration. These measures will help ensure that humanity is well-equipped to navigate the complexities of interstellar communication and mitigate potential threats.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11451,\n",
+       "    'output_tokens': 747,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  23   of hidden truths. This was humanity's unwitti...\n",
+       "     1  35   as our guide.\"\\n\\nIn the ensuing hours, the P...\n",
+       "     2  25   between scientific breakthrough and galactic ...\n",
+       "     3  31   worlds apart. He watched as Sam Rivera adjust...\n",
+       "     4  36   ebb and flow of cryptic communications reachi...\n",
+       "     5  27   might be initiating the first true interspeci...\n",
+       "     6  32  Our response will mark humanity’s readiness to...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 165},\n",
+       "  {'query': 'What specific roles do other team members like Dr. Jordan Hayes and Sam Rivera play in deciphering alien technology?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 166},\n",
+       "  {'query': \"How has Alex Mercer's leadership influenced the team's approach to handling alien encounters?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 167},\n",
+       "  {'query': 'What are the potential risks and benefits of the interstellar dialogue initiated by the alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 168},\n",
+       "  {'query': 'Can you provide more details on the Interspecies Communication Bridge and its significance?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 169},\n",
+       "  {'query': 'What are the broader implications of the alien technology on human society and future technological advancements?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 170},\n",
+       "  {'query': \"What specific leadership qualities does Alex Mercer exhibit that help manage the team's emotional state?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 171},\n",
+       "  {'query': \"How does the team's emotional state evolve throughout Operation: Dulce?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 172},\n",
+       "  {'query': \"What are the key moments that test the team's psychological resilience?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 173},\n",
+       "  {'query': \"How do individual team members' emotional responses differ and complement each other?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 174},\n",
+       "  {'query': 'What strategies does the team use to cope with the high-stress environment of Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 175},\n",
+       "  {'query': 'What specific alien technologies has Dr. Jordan Hayes worked on?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 176},\n",
+       "  {'query': \"How has Dr. Jordan Hayes' relationship with Sam Rivera evolved over time?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 177},\n",
+       "  {'query': 'What are some examples of the alien messages Dr. Jordan Hayes has decoded?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 178},\n",
+       "  {'query': \"How does Dr. Jordan Hayes' approach to cosmic diplomacy differ from other team members?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 179},\n",
+       "  {'query': 'What challenges has Dr. Jordan Hayes faced in their role, and how have they overcome them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 180},\n",
+       "  {'query': 'What specific technical skills does Rivera possess that make him suitable for decrypting alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 181},\n",
+       "  {'query': \"How does Rivera's role in the Paranormal Military Squad compare to other team members in terms of responsibilities and challenges?\",\n",
+       "   'answer': \"# Rivera's Role in the Paranormal Military Squad Compared to Other Team Members\\n\\n## Introduction\\n\\nSam Rivera plays a crucial role in the Paranormal Military Squad, particularly in the context of Operation: Dulce. Their responsibilities and challenges are distinct yet complementary to those of other team members such as Alex Mercer, Jordan Hayes, and Taylor Cruz. This comparison highlights the unique contributions and obstacles faced by each member, providing a comprehensive understanding of their roles within the squad.\\n\\n## Sam Rivera's Responsibilities and Challenges\\n\\nSam Rivera is primarily responsible for the technical and cybersecurity aspects of the squad's operations. Their expertise in decoding alien signals and managing complex data streams is vital for the success of the mission. Rivera's role involves a high level of technical proficiency and a deep understanding of alien communication protocols. This is evident in their ability to adapt and transmute foreign signals into something the team can dissect [Data: Sources (16, 22, 30)]. Rivera's challenges include dealing with the unpredictability of alien technology and ensuring the security of their communications, which requires constant vigilance and adaptability.\\n\\n## Alex Mercer's Leadership and Strategic Role\\n\\nAlex Mercer, as the leader of the Paranormal Military Squad, has a broader range of responsibilities that encompass strategic planning, team coordination, and decision-making under pressure. Mercer's role is pivotal in guiding the squad's efforts and ensuring that their activities align with the overarching goal of benefiting humanity. His leadership is characterized by a balance of military discipline and a deep curiosity about extraterrestrial phenomena [Data: Reports (63); Sources (20, 22, 30)]. Mercer's challenges include maintaining team morale, making critical decisions in high-stress situations, and navigating the complexities of interstellar diplomacy.\\n\\n## Jordan Hayes' Analytical and Scientific Contributions\\n\\nDr. Jordan Hayes is the squad's scientific expert, responsible for analyzing alien technology and interpreting data. Hayes' role requires a meticulous approach to understanding the scientific implications of their findings and translating complex information into actionable insights for the team. Their analytical skills are crucial for deciphering the alien messages and understanding the broader cosmic context of their mission [Data: Sources (20, 22, 24, 30)]. Hayes faces challenges related to the inherent uncertainties of dealing with unknown technologies and the pressure to provide accurate and timely analyses.\\n\\n## Taylor Cruz's Command and Operational Oversight\\n\\nTaylor Cruz serves as the operational overseer, ensuring that the squad adheres to protocols and maintains operational efficiency. Cruz's role involves a strict adherence to military protocols and a focus on the practical aspects of the mission. They are responsible for the logistical coordination and ensuring that the team remains focused on their objectives [Data: Sources (16, 18, 22, 24)]. Cruz's challenges include managing the team's dynamics, enforcing discipline, and balancing the need for protocol with the flexibility required for dealing with the unknown.\\n\\n## Conclusion\\n\\nIn summary, Sam Rivera's role in the Paranormal Military Squad is distinct in its technical focus, dealing with the complexities of alien communication and cybersecurity. In contrast, Alex Mercer provides strategic leadership, Jordan Hayes offers scientific expertise, and Taylor Cruz ensures operational efficiency. Each member faces unique challenges that reflect their specific responsibilities, but together, they form a cohesive unit capable of navigating the uncertainties of Operation: Dulce.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11773,\n",
+       "    'output_tokens': 798,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     8  37   with the gravitas due a historic first contac...}},\n",
+       "   'id': 182},\n",
+       "  {'query': 'What are the potential risks associated with decrypting alien signals, and how does Rivera mitigate them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 183},\n",
+       "  {'query': \"How does Rivera's youthful optimism impact the team's morale and overall mission success?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 184},\n",
+       "  {'query': 'What are the long-term implications of successfully decrypting and understanding alien signals for humanity?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 185},\n",
+       "  {'query': 'What are the specific roles and responsibilities of Agent Mercer and Dr. Jordan Hayes within the Paranormal Military Squad?',\n",
+       "   'answer': \"# Roles and Responsibilities of Agent Mercer and Dr. Jordan Hayes within the Paranormal Military Squad\\n\\n## Agent Alex Mercer\\n\\nAgent Alex Mercer is a central figure within the Paranormal Military Squad, tasked with leading critical missions involving extraterrestrial communication and paranormal activities. His primary responsibilities include interpreting alien signals, understanding extraterrestrial societies, and facilitating humanity's first contact with alien intelligence. Mercer's leadership is pivotal in guiding the squad's efforts and ensuring that their activities align with the overarching goal of benefiting humanity. His vision of cosmic negotiations highlights the potential for new forms of diplomacy with extraterrestrial beings [Data: Reports (63); Sources (16, 18, 20, 22, 23)].\\n\\nMercer is also responsible for maintaining the team's focus and morale during high-stakes operations. He is depicted as a figure of unwavering determination and strategic insight, often balancing the need for protocol with the necessity of adaptability in the face of unknown variables. His interactions with other team members, such as Dr. Jordan Hayes and Taylor Cruz, reflect his ability to navigate complex interpersonal dynamics while keeping the mission's objectives at the forefront [Data: Sources (16, 18, 20, 22, 23)].\\n\\n## Dr. Jordan Hayes\\n\\nDr. Jordan Hayes serves as the scientific and analytical backbone of the Paranormal Military Squad. Their role involves decoding alien messages, analyzing extraterrestrial technology, and interpreting the scientific implications of the squad's findings. Hayes is instrumental in bridging the gap between empirical evidence and the unknown, often providing critical insights that guide the team's strategic decisions. Their expertise in alien technology and communication protocols is crucial for the success of Operation: Dulce [Data: Reports (63); Sources (16, 18, 20, 22, 23)].\\n\\nHayes is characterized by a blend of skepticism and open-mindedness, which allows them to approach the mission's challenges with both caution and curiosity. They are often seen working closely with Mercer, providing scientific validation to his strategic initiatives and ensuring that the team's actions are grounded in empirical data. Hayes's ability to adapt to evolving situations and their commitment to uncovering the truth make them an indispensable member of the squad [Data: Sources (16, 18, 20, 22, 23)].\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer and Dr. Jordan Hayes play complementary roles within the Paranormal Military Squad. Mercer provides leadership and strategic direction, while Hayes offers scientific expertise and analytical support. Together, they navigate the complexities of extraterrestrial communication and paranormal phenomena, driving the squad's mission to explore and understand the unknown.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11430,\n",
+       "    'output_tokens': 671,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 186},\n",
+       "  {'query': 'How do the leadership styles of Agent Mercer and Taylor Cruz differ, and how does this impact their collaboration with Dr. Jordan Hayes?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 187},\n",
+       "  {'query': 'What are some challenges faced by Agent Mercer and Dr. Jordan Hayes in their mission at Dulce Base?',\n",
+       "   'answer': \"# Challenges Faced by Agent Mercer and Dr. Jordan Hayes at Dulce Base\\n\\n## Navigating the Unknown\\n\\nOne of the primary challenges faced by Agent Alex Mercer and Dr. Jordan Hayes is the sheer unpredictability of their mission. The team is tasked with decoding and responding to alien communication, a task fraught with unknown variables and potential dangers. The alien signals they encounter are complex and often defy immediate analysis, requiring a blend of technical expertise and intuitive problem-solving [Data: Sources (20, 30, 24)]. This unpredictability is compounded by the mysterious and often hostile environment of Dulce Base, where the team must remain vigilant against both external threats and internal uncertainties.\\n\\n## Balancing Leadership and Collaboration\\n\\nAgent Mercer and Dr. Hayes must also navigate the dynamics of leadership and collaboration within their team. Mercer, as the leader of the Paranormal Military Squad, must balance his authoritative role with the need to foster a collaborative environment. This is particularly challenging given the differing approaches and personalities within the team. For instance, Taylor Cruz's authoritarian and pragmatic approach often clashes with Mercer's more thoughtful and cautious insights, creating a dynamic tension that must be managed to ensure the team's success [Data: Reports (50); Sources (20, 16)].\\n\\n## Technical and Analytical Challenges\\n\\nDr. Jordan Hayes faces significant technical and analytical challenges in her role. As the team's key technical expert, she is responsible for analyzing alien technology and decoding messages. This work is highly complex and requires a deep understanding of both human and alien technology. The pressure to provide accurate and timely analysis is immense, as the team's strategic responses depend heavily on her findings. Additionally, the technical environment at Dulce Base is often unstable, with equipment malfunctions and data anomalies adding to the difficulty of her task [Data: Reports (50); Sources (20, 18, 24)].\\n\\n## Psychological and Emotional Strain\\n\\nThe psychological and emotional strain of the mission is another significant challenge. The team operates in a high-stress environment, with the constant threat of danger and the weight of their mission's importance bearing down on them. This strain is evident in the interactions between team members, as they grapple with their fears and uncertainties while striving to maintain their professionalism and focus. For Mercer and Hayes, the need to remain composed and decisive in the face of these pressures is a constant test of their resilience and leadership [Data: Sources (20, 16, 23)].\\n\\n## Adapting to Evolving Situations\\n\\nFinally, the ability to adapt to rapidly evolving situations is crucial for both Mercer and Hayes. The alien signals they encounter are not static; they evolve and change, requiring the team to continuously adjust their strategies and approaches. This need for adaptability extends to their interactions with each other and their environment, as they must remain flexible and open to new information and perspectives to successfully navigate the challenges of their mission [Data: Sources (20, 30, 24)].\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11149,\n",
+       "    'output_tokens': 732,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 188},\n",
+       "  {'query': 'Can you provide more details on the alien technology that Dr. Jordan Hayes is working on?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 189},\n",
+       "  {'query': 'How does the dynamic between Agent Mercer and Dr. Jordan Hayes evolve throughout their mission?',\n",
+       "   'answer': \"# The Evolving Dynamic Between Agent Mercer and Dr. Jordan Hayes\\n\\n## Initial Interactions and Mutual Respect\\n\\nAt the beginning of their mission, Agent Alex Mercer and Dr. Jordan Hayes exhibit a professional relationship characterized by mutual respect and a shared commitment to their objectives. Mercer, a former military member, brings a strategic and authoritative presence to the team, while Hayes, a technical expert, contributes her analytical skills and deep understanding of alien technology [Data: Reports (50)]. Their initial interactions are marked by a clear division of roles, with Mercer providing leadership and Hayes focusing on the technical aspects of their mission.\\n\\nIn the early stages, Mercer observes Hayes' work with admiration, recognizing the critical importance of her contributions to decoding and understanding alien messages. This mutual respect is evident in their interactions, as they both acknowledge the value of each other's expertise [Data: Sources (18, 20)].\\n\\n## Growing Trust and Collaboration\\n\\nAs the mission progresses, the dynamic between Mercer and Hayes evolves into a more collaborative partnership. They begin to rely on each other's strengths to navigate the complexities of their mission. For instance, during a critical moment in the mission, Mercer and Hayes work together to interpret a distress signal from Dulce Base, with Mercer providing strategic insights and Hayes applying her technical knowledge to extract and analyze the data [Data: Sources (20, 22)].\\n\\nTheir collaboration is further highlighted when they face the challenge of understanding an alien communication protocol. Mercer encourages Hayes to pursue her line of inquiry, recognizing the potential significance of her findings. This moment underscores the growing trust between them, as Mercer supports Hayes' efforts to bridge the gap between human and alien understanding [Data: Sources (26, 30)].\\n\\n## Shared Responsibility and Transformation\\n\\nBy the later stages of their mission, Mercer and Hayes have developed a deep sense of shared responsibility. They are no longer just colleagues working towards a common goal; they have become partners in a transformative journey that could redefine humanity's place in the cosmos. This evolution is evident in their interactions, as they move from a hierarchical relationship to one of equals, each contributing their unique strengths to the mission's success [Data: Sources (23, 30)].\\n\\nIn the final phases of their mission, Mercer and Hayes face the profound implications of their discoveries together. They acknowledge the enormity of their task and the potential impact on humanity, solidifying their bond as they prepare to navigate the unknown. Their dynamic has shifted from one of professional respect to a profound partnership, marked by mutual trust and a shared vision for the future [Data: Sources (30, 15)].\\n\\n## Conclusion\\n\\nThe dynamic between Agent Alex Mercer and Dr. Jordan Hayes evolves significantly throughout their mission. Initially characterized by professional respect and clear division of roles, their relationship grows into a collaborative partnership built on trust and mutual support. By the end of their mission, Mercer and Hayes have developed a deep sense of shared responsibility and a transformative bond, positioning them as key figures in humanity's engagement with the unknown.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11152,\n",
+       "    'output_tokens': 732,\n",
+       "    'context_data': {'reports':    id                                title  \\\n",
+       "     0  50  Alex Mercer and the Dulce Base Team   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Alex Mercer and the Dulce Base Team\\n\\nThe c...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 190},\n",
+       "  {'query': 'What specific military experiences did Mercer have prior to the Dulce mission?',\n",
+       "   'answer': \"# Agent Alex Mercer's Military Experiences Prior to the Dulce Mission\\n\\nAgent Alex Mercer is depicted as a seasoned and determined member of the Paranormal Military Squad, with a background that suggests extensive military experience. His demeanor and actions throughout the mission indicate a deep familiarity with military protocols and operations.\\n\\n## Leadership and Tactical Skills\\n\\nMercer is portrayed as a reliable and strategic leader, often taking charge in critical situations. His ability to maintain composure and provide clear directives under pressure is indicative of significant prior military training and experience. For instance, his interactions with his team members, such as Dr. Jordan Hayes and Taylor Cruz, reflect a command style that balances authority with collaboration [Data: Sources (15, 20, 23, 24, 30)].\\n\\n## Combat Readiness and Discipline\\n\\nMercer's readiness for combat and his disciplined approach to the mission are evident in his actions and decisions. He is described as having a soldier's obedience, which suggests a background in rigorous military training. This is further supported by his ability to adapt to the evolving challenges of the Dulce mission, including the potential threats posed by the alien code and the mysterious blackout [Data: Sources (20, 23, 24, 30)].\\n\\n## Experience with Covert Operations\\n\\nThe nature of the Dulce mission, involving clandestine activities and the decoding of alien data, implies that Mercer has experience with covert operations. His familiarity with the protocols and his strategic mindset indicate that he has likely participated in similar high-stakes missions in the past. This experience is crucial in navigating the complexities and dangers of the Dulce base [Data: Sources (15, 20, 23, 24, 30)].\\n\\n## Conclusion\\n\\nWhile specific details of Mercer's military experiences prior to the Dulce mission are not explicitly outlined, his actions and leadership style suggest a background rich in tactical, combat, and covert operation experiences. His ability to lead, adapt, and maintain discipline under pressure are hallmarks of a seasoned military professional.\\n\",\n",
+       "   'score': 70,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11112,\n",
+       "    'output_tokens': 542,\n",
+       "    'context_data': {'reports':    id                               title  \\\n",
+       "     0  61  Dulce Base Operations and Distress   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Dulce Base Operations and Distress\\n\\nThe co...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 191},\n",
+       "  {'query': \"How did Mercer's leadership style compare to that of Taylor Cruz?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 192},\n",
+       "  {'query': \"What were some specific instances where Mercer's military training directly impacted the mission's outcome?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 193},\n",
+       "  {'query': \"How did the other team members perceive Mercer's military-influenced approach?\",\n",
+       "   'answer': \"# Perception of Mercer's Military-Influenced Approach by Team Members\\n\\n## Introduction\\n\\nAgent Alex Mercer, a key member of the Paranormal Military Squad, is known for his military-influenced approach to missions. This approach is characterized by a blend of strategic thinking, discipline, and a focus on protocol. The perceptions of Mercer's approach by other team members vary, reflecting their individual roles, experiences, and perspectives within the team.\\n\\n## Jordan Hayes' Perspective\\n\\nDr. Jordan Hayes, responsible for signal analysis and decryption, appears to have a balanced view of Mercer's approach. While Jordan acknowledges the importance of Mercer's military discipline, they also emphasize the need for adaptability and open-mindedness in dealing with the unknown. Jordan's interactions with Mercer suggest a mutual respect and understanding, as both recognize the value of combining scientific inquiry with strategic planning [Data: Sources (21, 20, 16)].\\n\\n## Taylor Cruz's Perspective\\n\\nTaylor Cruz, another key member of the team, often exhibits a more rigid adherence to protocol and authority. Cruz's perception of Mercer's approach is likely influenced by their own preference for structure and control. While Cruz respects Mercer's military background, they also emphasize the importance of following established procedures and maintaining discipline. This is evident in their interactions, where Cruz often reinforces the need for protocol and order [Data: Sources (16, 18, 24)].\\n\\n## Sam Rivera's Perspective\\n\\nSam Rivera, the team's cybersecurity expert, brings a youthful optimism and tech-savvy perspective to the team. Rivera's perception of Mercer's approach is shaped by their admiration for Mercer's mentorship and trust. Sam values the guidance and support provided by Mercer, which helps them navigate the complexities of their role. Rivera's interactions with Mercer highlight a dynamic of mentorship and mutual respect, with Sam appreciating the balance between military discipline and innovative thinking [Data: Sources (16, 21, 24)].\\n\\n## Conclusion\\n\\nOverall, the team members perceive Mercer's military-influenced approach through the lens of their individual roles and experiences. While there is a general respect for Mercer's strategic thinking and discipline, each member also brings their own perspective on the importance of adaptability, protocol, and mentorship. This diverse range of perceptions contributes to the team's ability to navigate the challenges of their mission effectively.\\n\",\n",
+       "   'score': 85,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11125,\n",
+       "    'output_tokens': 603,\n",
+       "    'context_data': {'reports':    id                                              title  \\\n",
+       "     0  22  Paranormal Military Squad and Technological Ex...   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Technological ...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  21   \"It's like nothing I've ever seen before, but...\n",
+       "     1  20  iness as they pressed on through the dimly lit...\n",
+       "     2  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     3  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  30  stellar exchange that could change everything ...\n",
+       "     6  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     7  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...}},\n",
+       "   'id': 194},\n",
+       "  {'query': \"In what ways did Mercer's military background help in deciphering the alien communication?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 195},\n",
+       "  {'query': \"What specific instances demonstrate Mercer's leadership during the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 196},\n",
+       "  {'query': \"Can you provide examples of Mercer's strategic decisions that impacted the mission's outcome?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 197},\n",
+       "  {'query': 'What are some challenges Mercer faced, and how did he overcome them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 198},\n",
+       "  {'query': \"How do other team members perceive Mercer's leadership and skills?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 199},\n",
+       "  {'query': 'What specific missions has Agent Mercer led, and what were their outcomes?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 200},\n",
+       "  {'query': \"How does Agent Mercer's leadership style compare to that of other leaders in the Paranormal Military Squad?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 201},\n",
+       "  {'query': 'What are some examples of the technological challenges faced by the team, and how did Mercer address them?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 202},\n",
+       "  {'query': 'How has Agent Mercer’s background and training prepared him for the unique challenges of his missions?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 203},\n",
+       "  {'query': 'What are the long-term psychological effects on Agent Mercer and his team from their experiences at Dulce Base?',\n",
+       "   'answer': \"# Long-term Psychological Effects on Agent Mercer and His Team from Their Experiences at Dulce Base\\n\\n## Introduction\\n\\nThe experiences of Agent Alex Mercer and his team at Dulce Base, as part of the Paranormal Military Squad, have profound implications for their long-term psychological well-being. The nature of their mission, which involves decoding alien signals, engaging in interstellar communications, and navigating potential extraterrestrial threats, places them under extreme mental and emotional stress. This response explores the potential long-term psychological effects on Mercer and his team, drawing from the data provided and general knowledge of psychological impacts from high-stress environments.\\n\\n## Exposure to High-Stress Environments\\n\\nThe team operates in a high-stress environment, constantly aware of the potential galactic peril posed by extraterrestrial entities [Data: Reports (63)]. The pressure to decode alien messages and engage in interstellar communications adds to their stress levels. Such prolonged exposure to high-stress situations can lead to chronic stress, anxiety, and even post-traumatic stress disorder (PTSD). The need to remain vigilant and the constant threat of unknown dangers can exacerbate these conditions.\\n\\n## Psychological Impact of Isolation and Secrecy\\n\\nOperating from an underground facility at Dulce Base, the team is isolated from the outside world, which can have significant psychological effects [Data: Reports (63)]. Isolation can lead to feelings of loneliness, depression, and a sense of detachment from reality. The secrecy surrounding their missions further compounds these feelings, as they are unable to share their experiences with others outside the squad, leading to a sense of alienation.\\n\\n## Cognitive and Emotional Strain\\n\\nThe cognitive demands of interpreting alien signals and understanding extraterrestrial societies place a significant strain on the team's mental faculties. The need to constantly analyze and decode complex information can lead to cognitive fatigue and burnout. Emotionally, the team members may experience a range of feelings, from awe and curiosity to fear and uncertainty, as they navigate the unknown. The transformation of their mission into a \",\n",
+       "   'score': -inf,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11427,\n",
+       "    'output_tokens': 425,\n",
+       "    'context_data': {'reports':    id                                           title  \\\n",
+       "     0  63  Paranormal Military Squad and Operation: Dulce   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad and Operation: Dul...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  20  iness as they pressed on through the dimly lit...\n",
+       "     1  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     2  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     3  23   of hidden truths. This was humanity's unwitti...\n",
+       "     4  30  stellar exchange that could change everything ...\n",
+       "     5  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...\n",
+       "     6  24   new cosmic paradigm.\\n\\nAlex Mercer watched f...\n",
+       "     7  26  —it could very well redefine the parameters of...}},\n",
+       "   'id': 204},\n",
+       "  {'query': 'What specific role does Alex Mercer play in the decoding process?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 205},\n",
+       "  {'query': 'How do the decryption algorithms used by the team differ from standard cryptographic methods?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 206},\n",
+       "  {'query': 'What are the potential risks associated with misinterpreting the alien signals?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 207},\n",
+       "  {'query': 'How does the team ensure the security of their communication with extraterrestrial beings?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 208},\n",
+       "  {'query': 'What new knowledge has been discovered through the decoding of alien signals so far?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 209},\n",
+       "  {'query': 'What specific instances highlight the tension between Alex Mercer and Taylor Cruz?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 210},\n",
+       "  {'query': \"How does Dr. Jordan Hayes' technical expertise complement Alex Mercer's leadership?\",\n",
+       "   'answer': \"# Complementary Roles of Dr. Jordan Hayes and Alex Mercer in Operation: Dulce\\n\\n## Dr. Jordan Hayes' Technical Expertise\\n\\nDr. Jordan Hayes is a pivotal member of the Paranormal Military Squad at Dulce Base, primarily focused on interpreting and decoding alien scripts, signals, and communication. Their role involves managing the mainframe, aligning satellite data, and working on decryption algorithms to understand alien codes and patterns [Data: Reports (52)]. Dr. Hayes' analytical prowess and cautious approach are crucial for the team's mission, as they transform from skepticism to proactive action, underscoring their importance in the team [Data: Reports (52)].\\n\\nDr. Hayes collaborates closely with Sam Rivera, another integral member of the squad, to decode alien messages. While Dr. Hayes focuses on decryption, Sam Rivera brings technical expertise and optimism to the mission. Their teamwork is marked by mutual understanding and adaptability, essential for addressing the unknown challenges posed by alien communications [Data: Reports (52); Sources (16)].\\n\\n## Alex Mercer's Leadership\\n\\nAgent Alex Mercer is portrayed as a determined and experienced leader within the Paranormal Military Squad. His leadership is characterized by a blend of military discipline and a deep intellectual curiosity. Mercer is responsible for ensuring that the team remains focused and grounded, especially when dealing with the unknown variables and potential threats at Dulce Base [Data: Sources (15, 18, 20, 22, 23)].\\n\\nMercer’s leadership style is adaptive, balancing the need for protocol with the necessity of flexibility in the face of unprecedented challenges. He values the insights and expertise of his team members, recognizing the importance of their contributions to the mission's success. This is evident in his interactions with Dr. Hayes, where he acknowledges the significance of their technical findings and supports their efforts to decode alien communications [Data: Sources (15, 18, 20, 22, 23)].\\n\\n## Complementary Dynamics\\n\\nThe complementary dynamics between Dr. Jordan Hayes and Alex Mercer are crucial for the success of Operation: Dulce. Dr. Hayes' technical expertise provides the necessary analytical foundation to interpret and understand alien communications, while Mercer's leadership ensures that these findings are integrated into the broader mission strategy. Mercer's ability to balance protocol with adaptability allows Dr. Hayes the freedom to explore and decode complex alien signals without being constrained by rigid procedures [Data: Reports (52); Sources (15, 18, 20, 22, 23)].\\n\\nTogether, they form a cohesive unit where technical expertise and strategic leadership intersect, enabling the team to navigate the complexities of their mission. Mercer's support and recognition of Hayes' contributions foster a collaborative environment, essential for addressing the multifaceted challenges posed by alien communications and technology at Dulce Base [Data: Reports (52); Sources (15, 18, 20, 22, 23)].\\n\\n## Conclusion\\n\\nIn summary, Dr. Jordan Hayes' technical expertise in decoding alien communications complements Alex Mercer's adaptive and strategic leadership. Their combined efforts create a balanced and effective approach to the mission at Dulce Base, highlighting the importance of collaboration and mutual respect in tackling the unknown.\\n\",\n",
+       "   'score': 90,\n",
+       "   'metadata': {'llm_calls': 1,\n",
+       "    'prompt_tokens': 11125,\n",
+       "    'output_tokens': 768,\n",
+       "    'context_data': {'reports':    id                                    title  \\\n",
+       "     0  52  Paranormal Military Squad at Dulce Base   \n",
+       "     \n",
+       "                                                  content  \n",
+       "     0  # Paranormal Military Squad at Dulce Base\\n\\nT...  ,\n",
+       "     'entities': Empty DataFrame\n",
+       "     Columns: [in_context]\n",
+       "     Index: [],\n",
+       "     'sources':    id                                               text\n",
+       "     0  16   Taylor offered a brief nod, perhaps too curt,...\n",
+       "     1  18  Cruz squared their shoulders, clearly ruffled ...\n",
+       "     2  20  iness as they pressed on through the dimly lit...\n",
+       "     3  22   actors. \\n\\nJordan paused, a tension creeping...\n",
+       "     4  23   of hidden truths. This was humanity's unwitti...\n",
+       "     5  26  —it could very well redefine the parameters of...\n",
+       "     6  30  stellar exchange that could change everything ...\n",
+       "     7  15  # Operation: Dulce\\n\\n## Chapter 1\\n\\nThe thru...}},\n",
+       "   'id': 211},\n",
+       "  {'query': \"In what ways does Sam Rivera's cybersecurity skills contribute to the team's mission under Mercer's guidance?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 212},\n",
+       "  {'query': \"What are some examples of Mercer's strategic decisions that had a significant impact on the team's mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 213},\n",
+       "  {'query': \"How does the team's perception of Mercer's leadership evolve throughout their mission at Dulce Base?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 214},\n",
+       "  {'query': \"What specific instances highlight Mercer's leadership style during the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 215},\n",
+       "  {'query': 'How do the different approaches of the team members complement each other in achieving their mission objectives?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 216},\n",
+       "  {'query': 'What are some challenges Mercer faces in balancing caution and curiosity?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 217},\n",
+       "  {'query': \"How does Mercer's military background influence his approach to alien intelligence?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 218},\n",
+       "  {'query': \"In what ways does Sam Rivera's technical expertise impact the team's interactions with alien technology?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 219},\n",
+       "  {'query': 'What specific challenges do Mercer and Hayes face together during their mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 220},\n",
+       "  {'query': \"How does Taylor Cruz's leadership style impact the dynamic between Mercer and Hayes?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 221},\n",
+       "  {'query': 'What are some key moments that highlight the evolution of trust between Mercer and Hayes?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 222},\n",
+       "  {'query': \"How do Mercer's military background and Hayes' technical expertise complement each other?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 223},\n",
+       "  {'query': 'What role does the broader team play in supporting the evolving relationship between Mercer and Hayes?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 224},\n",
+       "  {'query': 'What specific roles do the members of the Paranormal Military Squad play at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 225},\n",
+       "  {'query': 'How does the combination of old-world machinery and modern interfaces benefit the operations at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 226},\n",
+       "  {'query': 'What are the potential risks associated with the operations conducted at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 227},\n",
+       "  {'query': 'How does the New Mexico Desert contribute to the secrecy and strategic importance of Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 228},\n",
+       "  {'query': 'What are the implications of successfully decoding and responding to alien signals for humanity?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 229},\n",
+       "  {'query': 'What specific missions or operations has Mercer led or participated in prior to the Dulce mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 230},\n",
+       "  {'query': \"How did Mercer's previous military experiences prepare him for the challenges faced at the Dulce base?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 231},\n",
+       "  {'query': 'What training or qualifications does Mercer have that make him suitable for the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 232},\n",
+       "  {'query': \"Can you provide more details on Mercer's interactions with his team members during the Dulce mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 233},\n",
+       "  {'query': \"What are the key qualities and skills that define Mercer's leadership style?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 234},\n",
+       "  {'query': 'What specific missions has Alex Mercer led prior to Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 235},\n",
+       "  {'query': 'How does Alex Mercer’s leadership style compare to other leaders within the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 236},\n",
+       "  {'query': 'What are some examples of Alex Mercer’s strategic decisions during Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 237},\n",
+       "  {'query': 'How does Alex Mercer’s technical proficiency influence his leadership and decision-making?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 238},\n",
+       "  {'query': 'What are the long-term goals that Alex Mercer envisions for the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 239},\n",
+       "  {'query': 'What specific strategies does Agent Mercer use to manage the dynamic tension within his team?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 240},\n",
+       "  {'query': \"How does Dr. Jordan Hayes' technical expertise contribute to the team's overall mission success?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 241},\n",
+       "  {'query': 'What are some examples of the psychological and emotional strain experienced by the team members?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 242},\n",
+       "  {'query': \"How do the team members' differing approaches to leadership and problem-solving impact their mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 243},\n",
+       "  {'query': 'What are the potential consequences of equipment malfunctions and data anomalies at Dulce Base?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 244},\n",
+       "  {'query': 'What specific protocols has the Paranormal Military Squad developed for first contact with extraterrestrial beings?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 245},\n",
+       "  {'query': \"How does the Paranormal Military Squad's technology compare to other global efforts in extraterrestrial communication?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 246},\n",
+       "  {'query': 'What role does Alex Mercer play in the strategic decision-making of the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 247},\n",
+       "  {'query': 'How does the squad balance scientific curiosity with the need for caution in their missions?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 248},\n",
+       "  {'query': 'What are the ethical considerations in communicating with potentially hostile extraterrestrial beings?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 249},\n",
+       "  {'query': 'What specific challenges did Dr. Jordan Hayes face in decoding the alien communications?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 250},\n",
+       "  {'query': \"How does Sam Rivera's technical expertise further enhance the team's capabilities?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 251},\n",
+       "  {'query': \"What are some examples of Alex Mercer's leadership decisions that significantly impacted the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 252},\n",
+       "  {'query': \"How does the concept of cosmic diplomacy influence the team's approach to alien communications?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 253},\n",
+       "  {'query': 'What are the broader implications of the emerging cosmic paradigm for humanity?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 254},\n",
+       "  {'query': \"What specific technologies have been developed as a result of Dr. Jordan Hayes' work?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 255},\n",
+       "  {'query': 'How has the Paranormal Military Squad prepared for potential hostile interactions with extraterrestrial beings?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 256},\n",
+       "  {'query': 'How has society reacted to the confirmation of extraterrestrial intelligence?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 257},\n",
+       "  {'query': 'What protocols have been established for first contact with alien intelligence?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 258},\n",
+       "  {'query': \"How does Agent Mercer's background influence his approach to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 259},\n",
+       "  {'query': 'What specific incidents highlight the tension between Mercer and Cruz?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 260},\n",
+       "  {'query': 'How do other team members perceive the dynamic between Mercer and Cruz?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 261},\n",
+       "  {'query': \"In what ways does Cruz's leadership style impact the team's overall performance?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 262},\n",
+       "  {'query': 'How does the relationship between Mercer and Cruz evolve by the end of the mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 263},\n",
+       "  {'query': 'What specific skills and experiences does Agent Mercer bring to the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 264},\n",
+       "  {'query': \"How does Dr. Jordan Hayes's background in science influence their approach to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 265},\n",
+       "  {'query': 'What are some key interactions between Agent Mercer and Dr. Jordan Hayes that highlight their working relationship?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 266},\n",
+       "  {'query': 'How does the leadership style of Agent Mercer impact the overall effectiveness of the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 267},\n",
+       "  {'query': 'What are the main challenges faced by Dr. Jordan Hayes in decoding alien messages and technology?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 268},\n",
+       "  {'query': 'What specific missions has Mercer led that highlight his problem-solving skills?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 269},\n",
+       "  {'query': 'How does Mercer’s problem-solving approach differ from that of his colleagues?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 270},\n",
+       "  {'query': \"What are some examples of Mercer's adaptability in high-pressure situations?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 271},\n",
+       "  {'query': \"How has Mercer's relationship with Dr. Jordan Hayes and Sam Rivera influenced his problem-solving abilities?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 272},\n",
+       "  {'query': \"What role does intuition play in Mercer's decision-making process?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 273},\n",
+       "  {'query': \"What specific events or challenges during the mission contributed to the evolution of Mercer and Cruz's relationship?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 274},\n",
+       "  {'query': \"How does Taylor Cruz's leadership style impact the overall dynamics of the Paranormal Military Squad?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 275},\n",
+       "  {'query': \"In what ways does Alex Mercer's background and experience influence his approach to the mission?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 276},\n",
+       "  {'query': 'How do other team members, such as Dr. Jordan Hayes and Sam Rivera, perceive the relationship between Mercer and Cruz?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 277},\n",
+       "  {'query': 'What are the key moments that highlight the shift from tension to trust between Mercer and Cruz?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 278},\n",
+       "  {'query': 'What specific technical skills did Sam Rivera bring to the mission?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 279},\n",
+       "  {'query': \"How did Dr. Jordan Hayes' approach to decoding alien communications change over time?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 280},\n",
+       "  {'query': 'What were the key moments that solidified the trust between Dr. Hayes and Sam Rivera?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 281},\n",
+       "  {'query': 'How did the challenges faced during the mission impact the overall dynamics of the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 282},\n",
+       "  {'query': 'What role did other team members, such as Alex Mercer and Taylor Cruz, play in supporting the collaboration between Dr. Hayes and Sam Rivera?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 283},\n",
+       "  {'query': 'What specific protocols might be established for communication with extraterrestrial intelligence?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 284},\n",
+       "  {'query': 'How could the discovery of extraterrestrial intelligence influence global economic policies?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 285},\n",
+       "  {'query': 'What role would international organizations like the United Nations play in managing the global response?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 286},\n",
+       "  {'query': 'How might the discovery impact existing geopolitical tensions and alliances?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 287},\n",
+       "  {'query': 'What ethical considerations would need to be addressed in the context of extraterrestrial contact?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 288},\n",
+       "  {'query': 'What specific technical skills does Sam Rivera bring to the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 289},\n",
+       "  {'query': \"How does Alex Mercer's leadership style impact the team's dynamics and mission success?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 290},\n",
+       "  {'query': 'What are some examples of the scientific discoveries made by Dr. Jordan Hayes during Operation: Dulce?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 291},\n",
+       "  {'query': \"In what ways does Taylor Cruz enforce protocol, and how does this affect the team's flexibility?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 292},\n",
+       "  {'query': \"How do the team members' roles complement each other in achieving the mission's objectives?\",\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 293},\n",
+       "  {'query': 'What specific strategies does Alex Mercer employ to mitigate the risks of extraterrestrial communication?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 294},\n",
+       "  {'query': 'How does Alex Mercer balance the need for secrecy with the potential benefits of public knowledge about extraterrestrial contact?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 295},\n",
+       "  {'query': 'What are the key challenges Alex Mercer faces in establishing an interspecies communication bridge?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 296},\n",
+       "  {'query': 'How does Alex Mercer’s leadership style influence the dynamics and effectiveness of the Paranormal Military Squad?',\n",
+       "   'answer': None,\n",
+       "   'score': None,\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 297},\n",
-       "  {'query': 'What are the key interactions between Taylor Cruz and other team members that highlight their concerns?',\n",
+       "  {'query': \"What role does the Washington command center play in supporting Alex Mercer's long-term goals?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 298},\n",
-       "  {'query': \"How does Taylor Cruz's cautious approach influence the mission's outcomes?\",\n",
+       "  {'query': \"How does Mercer's military background influence his decision-making process during missions?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 299},\n",
-       "  {'query': 'What are the potential consequences of deviating from the protocols emphasized by Taylor Cruz?',\n",
+       "  {'query': \"What specific instances highlight the impact of Mercer's approach on the team's success?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 300},\n",
-       "  {'query': 'What specific skills and expertise did Agent Mercer bring to the Paranormal Military Squad Team?',\n",
+       "  {'query': \"How do the team members' backgrounds and expertise complement Mercer's military-influenced approach?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 301},\n",
-       "  {'query': 'How did the first contact event impact the subsequent missions and objectives of the Paranormal Military Squad Team?',\n",
+       "  {'query': \"In what ways does Mercer adapt his military strategies to the unique challenges of the Paranormal Military Squad's missions?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 302},\n",
-       "  {'query': 'What were the immediate reactions and thoughts of Agent Mercer following the first contact event?',\n",
+       "  {'query': \"How does Mercer's relationship with each team member evolve throughout the mission?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 303},\n",
-       "  {'query': 'Can you provide more details on the device Sam Rivera was working on during the first contact event?',\n",
+       "  {'query': 'What specific role did each team member play in the development of these technical innovations?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 304},\n",
-       "  {'query': 'How did the relationship between Agent Mercer and Dr. Jordan Hayes influence the outcome of the first contact event?',\n",
+       "  {'query': 'How did the team ensure the accuracy and reliability of their decoded messages?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 305},\n",
-       "  {'query': 'What were the specific challenges Alex Mercer faced during the mission?',\n",
+       "  {'query': 'What challenges did Mercer and his team face during the decryption process?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 306},\n",
-       "  {'query': \"How did Alex Mercer's leadership style compare to that of Taylor Cruz?\",\n",
+       "  {'query': 'How did the innovations developed by Mercer and his team impact subsequent interstellar communication efforts?',\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
        "   'id': 307},\n",
-       "  {'query': \"What role did Dr. Jordan Hayes play in supporting Alex Mercer's strategies?\",\n",
+       "  {'query': \"What were the long-term implications of the team's work on human understanding of extraterrestrial intelligence?\",\n",
        "   'answer': None,\n",
        "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 308},\n",
-       "  {'query': \"How did the team members respond to Alex Mercer's leadership during moments of crisis?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 309},\n",
-       "  {'query': \"What were the long-term impacts of Alex Mercer's leadership on the team's dynamics?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 310},\n",
-       "  {'query': 'What specific skills does Dr. Jordan Hayes bring to the team that are crucial for the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 311},\n",
-       "  {'query': \"How does Taylor Cruz's strategic caution impact the decision-making process within the squad?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 312},\n",
-       "  {'query': \"Can you provide more examples of critical moments where Alex Mercer's leadership was pivotal?\",\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 313},\n",
-       "  {'query': 'How do the personal dynamics between Mercer, Hayes, and Cruz evolve throughout the mission?',\n",
-       "   'answer': None,\n",
-       "   'score': None,\n",
-       "   'metadata': {},\n",
-       "   'id': 314}],\n",
+       "   'metadata': {'llm_calls': 0, 'prompt_tokens': 0, 'output_tokens': 0},\n",
+       "   'id': 308}],\n",
        " 'edges': [{'source': 0, 'target': 1, 'weight': 1.0},\n",
        "  {'source': 0, 'target': 2, 'weight': 1.0},\n",
        "  {'source': 0, 'target': 3, 'weight': 1.0},\n",
@@ -2816,304 +3116,295 @@
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      "metadata": {},
      "output_type": "execute_result"
     }
@@ -3130,7 +3421,7 @@
     {
      "data": {
       "text/plain": [
-       "\"# Agent Mercer: Context and Role in Operation: Dulce\\n\\nAgent Mercer, also known as Alex Mercer, is a key figure within the Paranormal Military Squad, a specialized unit tasked with engaging in activities related to the paranormal. In the context of Operation: Dulce, a highly secretive mission aimed at establishing contact with extraterrestrial intelligence at the Dulce Military Base in New Mexico, Alex Mercer's role is of paramount importance.\\n\\n## Leadership in Operation: Dulce\\n\\nAlex Mercer serves as the leader of the team involved in Operation: Dulce. The mission's high level of confidentiality and the critical nature of its objectives signify that Mercer's leadership skills are essential to navigating the complexities and challenges posed by the operation. His leadership is crucial in coordinating the diverse skills of team members such as Sam Rivera, Taylor Cruz, and Jordan Hayes, each of whom brings unique expertise to the mission.\\n\\n## Contributions to the Paranormal Military Squad\\n\\nThe Paranormal Military Squad is a specialized unit within the military, created to handle missions that involve phenomena beyond the scope of conventional military operations. Mercer's role within this squad underscores his expertise in dealing with extraordinary challenges, which likely include understanding and interpreting paranormal activities and potential extraterrestrial communications. His ability to lead a team with such a specialized mandate indicates a high level of competency and trust placed in him by military officials.\\n\\n## Impact of the Dulce Military Base\\n\\nThe Dulce Military Base, located in the desolate terrain of New Mexico, serves as the central hub for Operation: Dulce. The base provides the necessary infrastructure and resources for the Paranormal Military Squad. The unsettling atmosphere of the base, combined with New Mexico's unique environmental conditions, adds layers of complexity to the mission, requiring Mercer's steady leadership to maintain team morale and operational focus.\\n\\n## Critical Significance of the Mission\\n\\nThe ultimate goal of Operation: Dulce is to make first contact with extraterrestrial beings, a task of immense scientific and national security significance. Alex Mercer's leadership and decision-making abilities are integral to the success of this endeavor, as the mission's outcomes could potentially reshape humanity’s understanding of the universe. The collective efforts of the team, under Mercer's guidance, aim to overcome the psychological and logistical challenges presented by the mission's extraordinary objectives.\\n\\n## Conclusion\\n\\nIn summary, Agent Alex Mercer is a pivotal figure in the execution of Operation: Dulce, leading a team whose mission could have far-reaching implications for science and national security. His role as a leader within the Paranormal Military Squad highlights his expertise and the critical nature of his contributions to the mission's success.\\n\\n# Agent Alex Mercer's Role in the Paranormal Military Squad\\n\\nAgent Alex Mercer is a key member of the Paranormal Military Squad Team based at Dulce Base. His involvement in the team is multifaceted, emphasizing both the analysis of paranormal activities and the operational aspects of the command center. Mercer demonstrates compliance in the briefing room, indicating his ability to follow protocols strictly and contribute to strategic discussions. His discussions revolving around intuition and trust highlight the psychological dimensions and complexities inherent in their mission.\\n\\nMercer's role becomes even more significant when considering his participation during the first contact event. Observing this critical occurrence underscores his importance to the team and his ability to handle high-stakes situations. Mercer's active engagement and shared concerns with colleagues about the broader implications of their work signify his deep investment in the mission's success and the profound consequences of their findings.\\n\\nFurthermore, Mercer works closely with other team members like Dr. Jordan Hayes, whose pivotal role involves deciphering alien codes and interpreting extraterrestrial patterns. The collaboration between Mercer and Hayes is crucial for managing interspecies communication—an essential task for any potential first contact scenario. Their partnership ensures that both the operational and analytical facets of the mission are covered effectively.\\n\\nThe importance of Mercer's work is augmented by the evolving nature of the Paranormal Military Squad's mission, which has transitioned from mere observation to active engagement and preparation for outreach beyond the stars. The proactive approach of the team highlights the significance of establishing humanity's presence in interstellar affairs. Mercer's position as an integral part of this vanguard illustrates his crucial contribution to one of humanity's most groundbreaking scientific and exploratory endeavors.\\n\\nIn summary, Agent Alex Mercer is a central figure within the Paranormal Military Squad at Dulce Base, whose comprehensive responsibilities and collaboration with colleagues are vital for successfully navigating the complexities of extraterrestrial analysis and first contact protocols.\\n\\n# Alex Mercer's leadership and diplomatic role in extraterrestrial engagement\\n\\nAlex Mercer is recognized as a leader within the Paranormal Military Squad, guiding the team in their mission to establish contact with alien intelligence. Mercer’s leadership is characterized by a diplomatic approach to potential extraterrestrial contact and a focus on strategic planning. Mercer's responsibilities include overseeing the team’s critical operations, ensuring effective communication with extraterrestrial entities, and integrating the efforts of squad members such as Taylor Cruz and Dr. Jordan Hayes.\\n\\nMercer's role is crucial in navigating the complexities of interstellar communication, balancing diplomatic engagement with aliens, and strategic military oversight. The relationship dynamics between Mercer and other team members, including Taylor Cruz and Dr. Jordan Hayes, highlight the collaborative yet complex nature of the squad's hierarchy and decision-making processes. The mutual respect and collaboration between Mercer, Cruz, and Hayes are indicative of their reliance on Mercer’s expertise in leadership and diplomacy.\\n\\nThe Paranormal Military Squad's activities, suspected to involve humanity's first contact with extraterrestrial beings, are central to Mercer's leadership mission. Through Mercer's efforts, the squad aims to establish a dialogue with alien intelligence and explore the potential implications of such contact on humanity’s understanding of the universe. Mercer's diplomatic skills and strategic mindset play a pivotal role in this endeavor, emphasizing the importance of cautious and methodical approaches in potentially high-impact scenarios such as extraterrestrial communication.\\n\\nOverall, Alex Mercer's combination of diplomatic acumen and strategic leadership makes him a key figure in the squad’s operations and interstellar engagement initiatives.\\n\\n\\n# Overview of Alex Mercer in Relation to the Query on Agent Mercer\\n\\nAlex Mercer is a significant figure within the Paranormal Military Squad at Dulce Base. He plays a crucial role as a mentor to other team members, including Sam Rivera, who is instrumental in deciphering and establishing communication with extraterrestrial signals. His mentorship is essential in guiding the team through their mission, providing both wisdom and structural support to the efforts in place.\\n\\nIn the context of the team's dynamics, Alex Mercer works closely with Sam Rivera and other team members such as Taylor Cruz and Jordan Hayes. While Sam Rivera offers technical expertise, Alex Mercer provides strategic oversight and mentorship, ensuring the team remains focused and effective in their mission.\\n\\nThe community summary highlights that the attitude of optimism and intrigue, especially embodied by Sam Rivera, is vital for the success of the mission. Given Alex Mercer's role as a mentor, it is likely that he supports and encourages such an attitude within the team, further enhancing their cohesion and drive towards successful communication with extraterrestrial entities.\\n\\nAlex Mercer's contributions are not detailed extensively in terms of specific technical advancements or innovations, but his role as a mentor suggests that he is deeply involved in the strategic and operational aspects of the mission. This involves guiding the team through unknown territories, fostering a collaborative environment, and possibly offering insights that come from experience in similar high-stakes situations.\\n\\nOverall, while the summary does not provide detailed biographical information about Alex Mercer, it underscores his importance as a guiding figure within the Paranormal Military Squad, highlighting his mentorship and collaboration with key team members.\\n\\n\\n\\n## Key Personnel Driving Dulce Base's Mission\\n\\nIn response to the query 'Who is agent Mercer?', it is essential to focus on key personnel involved in Dulce Base's operations as described in the top-ranked community summaries. Agent Alex Mercer is a pivotal figure at Dulce Base, contributing significantly to its mission of extraterrestrial research and communication. Alex Mercer's role is instrumental in advancing the objectives of Dulce Base, alongside other notable individuals such as Sam Rivera, Taylor Cruz, and Jordan Hayes. These key personnel are responsible for leading the team, engaging in the decryption of alien signals, and ensuring effective responses to extraterrestrial contacts.\\n\\nMercer's expertise and leadership are highlighted as critical to the success of the base's high-stakes operations. These operations include the interception and decryption of alien signals, which are vital for understanding potential extraterrestrial communications. Mercer's involvement in these processes underscores the importance of his role in Dulce Base's day-to-day activities and long-term objectives.\\n\\nFurthermore, Dulce Base's focus on pragmatic oversight and effective management of its operations indicates that Mercer's contributions are not limited to technical tasks but also encompass strategic and operational leadership. His role in the Paranormal Military Squad reflects the high level of importance and sensitivity of the missions conducted at the base, suggesting that Mercer is a key figure in maintaining national and global security as it pertains to extraterrestrial engagement.\\n\\nOverall, agent Alex Mercer is a crucial member of Dulce Base, whose contributions span from technical expertise in decryption to strategic oversight in managing the facility's operations. This makes him an indispensable asset to the overall mission and goals of Dulce Base.\""
+       "\"## Introduction to Agent Mercer in Context of Dulce Base\\n\\nBased on the provided community summaries related to Alex Mercer and the Dulce Base team, Agent Mercer refers to Alex Mercer. He is identified as a central figure in Dulce Base, specifically within the Paranormal Military Squad. Alex Mercer plays a crucial role in leading efforts to decode and respond to alien communication. His responsibilities at Dulce Base involve providing guidance, making strategic decisions, and maintaining the focus and groundedness of his team. The following paragraphs delve deeper into his leadership role, interactions with team members, and approach towards the team’s mission and alien communication.\\n\\n### Leadership and Strategic Role\\nAlex Mercer is acknowledged as a pivotal leader at Dulce Base, heading a specialized team dedicated to interstellar communications. He has a background as a former military member, which enriches his strategic mind and decision-making abilities. Mercer's role requires him to be authoritative, calm, and composed, helping to ensure that the team's mission is both successful and aligned with their objectives of decoding alien signals. His balanced and thoughtful approach to communication and strategic responses underscores the importance of diplomacy and careful consideration in their alien interactions.\\n\\n### Team Dynamics and Contributions\\nMercer’s leadership is complemented by other key team members such as Taylor Cruz and Dr. Jordan Hayes. Cruz, while sometimes clashing with Mercer's cautious insights, complements Mercer with an authoritative and pragmatic approach. This dynamic tension between them enriches their joint efforts towards understanding and interpreting alien signals. Dr. Jordan Hayes, on the other hand, brings critical technical expertise. Her proficiency with alien technology and analytical skills are highly valued by Mercer, making her an indispensable part of the team’s operations.\\n\\n### Strategic Locations and Symbolism\\nWithin Dulce Base, specific locations like the elevator and meeting room are pivotal to the team’s daily operations. These spaces facilitate movement and coordination, supporting the team's mission readiness. Additionally, the symbolic representation of Mercer's silhouette underscores his leadership and the respect he commands within the team. These non-verbal cues reflect Mercer’s influential presence and the central role he plays in guiding and inspiring his team.\\n\\n### Balanced Strategy for Alien Contact\\nA notable aspect of Mercer’s leadership is his significant emphasis on a balanced strategy for interaction with alien entities. His focused and measured approach ensures that the team remains diplomatic and well-prepared for any potential interstellar discoveries or encounters. This strategy blends caution with optimism, aiming to yield significant insights without compromising safety or protocol.\\n\\n## Mercer's Role in the Paranormal Military Squad Related to the Query 'Who is agent Mercer?'\\n\\nAgent Mercer is a key member of the Paranormal Military Squad, a team engaged in a mission involving galactic dialogue and groundbreaking revelations. Mercer plays a crucial role in the technological aspects of the mission, working alongside other team members to adapt gear to transmute foreign signals. This role highlights Mercer's significant contributions to the mission's technological advancements, showcasing their expertise in handling complex tasks and ensuring the team's success in their objectives.\\n\\nMercer is also noted for their role as a mentor within the team. Their mentorship, in particular, aids in fostering collaboration and innovation among team members. Mercer's interactions with Taylor, Jordan, Cruz, Alex, Sam, and Rivera are characterized by a network of mentorship and technological innovation, underlining the importance of Mercer's guidance and knowledge within the team dynamics. This mentorship indicates Mercer's experience and trust within the team, further solidifying their vital position in the mission.\\n\\nMercer's work is closely integrated with that of Taylor, the strategic leader responsible for overseeing documentation related to the paranormal anomaly they are investigating. Their contributions to evolving the technological capabilities of the team are indispensable, and they play a pivotal role in the squad's ability to analyze and respond to alien signals, a task crucial to the mission's success. Through collaboration with technical experts like Sam, a cybersecurity specialist, and Rivera, another technological expert on the team, Mercer ensures that the squad is equipped with the necessary tools and knowledge to handle complex extraterrestrial communications.\\n\\nTherefore, agent Mercer is an integral part of the Paranormal Military Squad, contributing both as a technological expert and a mentor, guiding the team through their highly complex and demanding mission.\\n\\n### Role of Alex Mercer in 'Operation: Dulce'\\n\\nFrom the community summaries related to 'Operation: Dulce' and the Paranormal Military Squad, it is clear that Alex Mercer is a significant figure within this context. The Briefing Room, highlighted as a key entity in the mission's planning phase, is the place where Mercer and other team members discuss and prepare for the mission. This indicates that Mercer's role is central to the strategizing and coordination efforts necessary for tackling the high-stakes activities at the Dulce military base.\\n\\nOperation: Dulce itself involves investigating paranormal activities and anomalies, decoding alien messages, and engaging in interstellar dialogue, underlining the complexity and high-risk nature of the mission. Although the summaries do not exhaustively detail every aspect of Mercer’s activities, his presence in the Briefing Room suggests a leadership or key participant role in planning and executing critical mission tasks. This deduction positions Alex Mercer as an integral part of the team navigating the complexities of the mission and addressing the threat posed by the paranormal at the Dulce base.\\n\\nJordan Hayes's role in decoding the alien message and aligning satellite data is also underscored within the summaries, further stressing the importance of the mission's objectives. The Briefing Room's central role and high activity level establish it as the operational hub for planning, where Mercer’s participation would be essential to coordinating these technical and strategic efforts.\\n\\nGiven this context, it is likely that Alex Mercer holds a pivotal position within the Paranormal Military Squad, possibly a leadership or strategic planning role, contributing significantly to Operation: Dulce's efforts to decode alien messages and manage paranormal threats.\\n\\n\\n# Relation to the Query: Who is agent Mercer?\\nAgent Mercer is a central character from a storyline in a popular television series. Known for his clandestine operations, Mercer is often involved in high-level espionage and covert missions. He is characterized as highly resourceful, intelligent, and having a mysterious past which unfolds gradually throughout the series. His cover often involves posing as a civilian in various occupations which aids in his covert operations. Mercer's true identity is closely guarded, and his operations are usually under the directive of a secretive government agency. His presence in the storyline brings in themes of betrayal, loyalty, and the moral ambiguities of espionage.\\nIn the series, Mercer often works alongside other key characters, forming complex relationships that drive the plot forward. His expertise in manipulation, surveillance, and combat makes him a formidable agent, often finding himself at the center of critical missions that have significant ramifications for national security. Mercer's character arc is marked by his constant struggle between maintaining his cover and the emotional toll of his secretive life. Additionally, the interactions between him and other characters offer insights into his backstory, motivations, and the larger narrative of the series.\\nAgent Mercer's storyline is a significant part of the intrigue and drama in the series, providing a lens through which themes of trust, deception, and sacrifice are explored. His missions often highlight the ethical dilemmas faced by those working in espionage, and his character serves as a focal point for the audience to understand the shadowy world of covert operations. Mercer's nuanced portrayal has made him a favorite among viewers, turning simple missions into edge-of-the-seat suspenseful episodes. His enigmatic nature and the layer-by-layer revelation of his past keep the audience engaged and invested in his journey.\\n\\n\\n## Understanding the Role and Actions of Agent Mercer\\n\\nAgent Mercer is an individual often associated with various intelligence and covert operations within multiple storylines or historical contexts. Mercer is typically portrayed as a highly skilled operative, adept in espionage, reconnaissance, and tactical operations. The name appears frequently in fiction, especially in literature, film, and television series, often representing a mysterious and resourceful character.\\n\\nTo give you a clearer picture, Agent Mercer's roles could range from being a government spy, secret agent, or an undercover operative involved in critical missions that require utmost secrecy and efficiency. In many narratives, Agent Mercer is characterized by their ability to gather intelligence, execute complex missions, and navigate intricate political and military landscapes. Often, this character embodies qualities such as bravery, strategic thinking, and the ability to adapt to rapidly changing scenarios.\\n\\nAdditionally, Agent Mercer may also be involved in thwarting criminal activities, whether independently or as part of larger organizational efforts. This could include counter-terrorism, managing high-risk negotiations, or conducting deep-cover operations in hostile territories. Occasionally, the character of Agent Mercer is tied to significant historical events or fictional plots that delve into governmental conspiracies and international intrigue. The depth and nature of Agent Mercer's involvement can vary widely depending on the particular storyline or context they are part of.\\n\\nOverall, Agent Mercer is symbolic of the archetypal secret agent, reflecting a blend of intellectual prowess, physical agility, and moral ambiguity that makes such characters compelling in narratives of conflict and resolution.\""
       ]
      },
      "execution_count": 9,
@@ -3145,7 +3436,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "graphrag-ta_-cxM1-py3.10",
    "language": "python",
    "name": "python3"
   },
@@ -3159,7 +3450,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,
diff --git a/docs/examples_notebooks/global_search.ipynb b/docs/examples_notebooks/global_search.ipynb
index 14a188e7..a0487c20 100644
--- a/docs/examples_notebooks/global_search.ipynb
+++ b/docs/examples_notebooks/global_search.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -82,7 +82,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,15 +100,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Total report count: 20\n",
-      "Report count after filtering by community level 2: 17\n"
+      "Total report count: 72\n",
+      "Report count after filtering by community level 2: 56\n"
      ]
     },
     {
@@ -132,140 +132,164 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
+       "      <th>id</th>\n",
+       "      <th>human_readable_id</th>\n",
        "      <th>community</th>\n",
-       "      <th>full_content</th>\n",
+       "      <th>parent</th>\n",
        "      <th>level</th>\n",
-       "      <th>rank</th>\n",
        "      <th>title</th>\n",
-       "      <th>rank_explanation</th>\n",
        "      <th>summary</th>\n",
+       "      <th>full_content</th>\n",
+       "      <th>rank</th>\n",
+       "      <th>rank_explanation</th>\n",
        "      <th>findings</th>\n",
        "      <th>full_content_json</th>\n",
-       "      <th>id</th>\n",
+       "      <th>period</th>\n",
+       "      <th>size</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
+       "      <td>16949a5d17b740b2b4a6f787b0a637f1</td>\n",
+       "      <td>43</td>\n",
+       "      <td>43</td>\n",
        "      <td>10</td>\n",
-       "      <td># Paranormal Military Squad at Dulce Base: Dec...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>8.5</td>\n",
-       "      <td>Paranormal Military Squad at Dulce Base: Decod...</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Ben Bloomberg and the Harmoniser Project</td>\n",
+       "      <td>The community centers around Ben Bloomberg, a ...</td>\n",
+       "      <td># Ben Bloomberg and the Harmoniser Project\\n\\n...</td>\n",
+       "      <td>7.5</td>\n",
        "      <td>The impact severity rating is high due to the ...</td>\n",
-       "      <td>The Paranormal Military Squad, stationed at Du...</td>\n",
-       "      <td>[{'explanation': 'Jordan is a central figure i...</td>\n",
-       "      <td>{\\n    \"title\": \"Paranormal Military Squad at ...</td>\n",
-       "      <td>1ba2d200-dd26-4693-affe-a5539d0a0e0d</td>\n",
+       "      <td>[{'explanation': 'Ben Bloomberg is a pivotal f...</td>\n",
+       "      <td>{\\n    \"title\": \"Ben Bloomberg and the Harmoni...</td>\n",
+       "      <td>2025-01-10</td>\n",
+       "      <td>35</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>1</th>\n",
-       "      <td>11</td>\n",
-       "      <td># Dulce and Paranormal Military Squad Operatio...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>8.5</td>\n",
-       "      <td>Dulce and Paranormal Military Squad Operations</td>\n",
-       "      <td>The impact severity rating is high due to the ...</td>\n",
-       "      <td>The community centers around Dulce, a secretiv...</td>\n",
-       "      <td>[{'explanation': 'Dulce is described as a top-...</td>\n",
-       "      <td>{\\n    \"title\": \"Dulce and Paranormal Military...</td>\n",
-       "      <td>a8a530b0-ae6b-44ea-b11c-9f70d138298d</td>\n",
+       "      <td>4ff756b7041f4dcab6612e016af2b14d</td>\n",
+       "      <td>44</td>\n",
+       "      <td>44</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>North Hampton and Influential Musicians</td>\n",
+       "      <td>The community centers around North Hampton, a ...</td>\n",
+       "      <td># North Hampton and Influential Musicians\\n\\nT...</td>\n",
+       "      <td>6.5</td>\n",
+       "      <td>The impact severity rating is moderately high ...</td>\n",
+       "      <td>[{'explanation': 'North Hampton serves as the ...</td>\n",
+       "      <td>{\\n    \"title\": \"North Hampton and Influential...</td>\n",
+       "      <td>2025-01-10</td>\n",
+       "      <td>4</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>12</td>\n",
-       "      <td># Paranormal Military Squad and Dulce Base Ope...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>7.5</td>\n",
-       "      <td>Paranormal Military Squad and Dulce Base Opera...</td>\n",
-       "      <td>The impact severity rating is relatively high ...</td>\n",
-       "      <td>The community centers around the Paranormal Mi...</td>\n",
-       "      <td>[{'explanation': 'Taylor is a central figure w...</td>\n",
-       "      <td>{\\n    \"title\": \"Paranormal Military Squad and...</td>\n",
-       "      <td>0478975b-c805-4cc1-b746-82f3e689e2f3</td>\n",
+       "      <td>2d3df394272743a781606ad80ccb5312</td>\n",
+       "      <td>45</td>\n",
+       "      <td>45</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Prince of Monaco and Monaco</td>\n",
+       "      <td>The community revolves around the Prince of Mo...</td>\n",
+       "      <td># Prince of Monaco and Monaco\\n\\nThe community...</td>\n",
+       "      <td>4.0</td>\n",
+       "      <td>The impact severity rating is moderate due to ...</td>\n",
+       "      <td>[{'explanation': 'The Prince of Monaco is a ke...</td>\n",
+       "      <td>{\\n    \"title\": \"Prince of Monaco and Monaco\",...</td>\n",
+       "      <td>2025-01-10</td>\n",
+       "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>13</td>\n",
-       "      <td># Mission Dynamics and Leadership: Cruz and Wa...</td>\n",
-       "      <td>1</td>\n",
+       "      <td>becbd958973f42b0bd53cca9250feaf1</td>\n",
+       "      <td>46</td>\n",
+       "      <td>46</td>\n",
+       "      <td>10</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Robot Opera and Broadway</td>\n",
+       "      <td>The community revolves around the Robot Opera,...</td>\n",
+       "      <td># Robot Opera and Broadway\\n\\nThe community re...</td>\n",
        "      <td>7.5</td>\n",
-       "      <td>Mission Dynamics and Leadership: Cruz and Wash...</td>\n",
-       "      <td>The impact severity rating is relatively high ...</td>\n",
-       "      <td>This report explores the intricate dynamics of...</td>\n",
-       "      <td>[{'explanation': 'Cruz is a central figure in ...</td>\n",
-       "      <td>{\\n    \"title\": \"Mission Dynamics and Leadersh...</td>\n",
-       "      <td>b56f6e68-3951-4f07-8760-63700944a375</td>\n",
+       "      <td>The impact severity rating is high due to the ...</td>\n",
+       "      <td>[{'explanation': 'The Robot Opera is a notable...</td>\n",
+       "      <td>{\\n    \"title\": \"Robot Opera and Broadway\",\\n ...</td>\n",
+       "      <td>2025-01-10</td>\n",
+       "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>14</td>\n",
-       "      <td># Dulce Base and Paranormal Military Squad: Br...</td>\n",
-       "      <td>1</td>\n",
-       "      <td>8.5</td>\n",
-       "      <td>Dulce Base and Paranormal Military Squad: Brid...</td>\n",
+       "      <td>f7d29921ae3e41a79ae7f88dae584892</td>\n",
+       "      <td>47</td>\n",
+       "      <td>47</td>\n",
+       "      <td>13</td>\n",
+       "      <td>2</td>\n",
+       "      <td>Ben and Jacob's Fusion of Art and Technology</td>\n",
+       "      <td>The community centers around Ben and Jacob, wh...</td>\n",
+       "      <td># Ben and Jacob's Fusion of Art and Technology...</td>\n",
+       "      <td>7.5</td>\n",
        "      <td>The impact severity rating is high due to the ...</td>\n",
-       "      <td>The community centers around the Dulce Base, a...</td>\n",
-       "      <td>[{'explanation': 'Sam Rivera, a member of the ...</td>\n",
-       "      <td>{\\n    \"title\": \"Dulce Base and Paranormal Mil...</td>\n",
-       "      <td>736e7006-d050-4abb-a122-00febf3f540f</td>\n",
+       "      <td>[{'explanation': 'Ben and Jacob are key collab...</td>\n",
+       "      <td>{\\n    \"title\": \"Ben and Jacob's Fusion of Art...</td>\n",
+       "      <td>2025-01-10</td>\n",
+       "      <td>5</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
-       "  community                                       full_content  level  rank  \\\n",
-       "0        10  # Paranormal Military Squad at Dulce Base: Dec...      1   8.5   \n",
-       "1        11  # Dulce and Paranormal Military Squad Operatio...      1   8.5   \n",
-       "2        12  # Paranormal Military Squad and Dulce Base Ope...      1   7.5   \n",
-       "3        13  # Mission Dynamics and Leadership: Cruz and Wa...      1   7.5   \n",
-       "4        14  # Dulce Base and Paranormal Military Squad: Br...      1   8.5   \n",
+       "                                 id  human_readable_id  community  parent  \\\n",
+       "0  16949a5d17b740b2b4a6f787b0a637f1                 43         43      10   \n",
+       "1  4ff756b7041f4dcab6612e016af2b14d                 44         44      10   \n",
+       "2  2d3df394272743a781606ad80ccb5312                 45         45      10   \n",
+       "3  becbd958973f42b0bd53cca9250feaf1                 46         46      10   \n",
+       "4  f7d29921ae3e41a79ae7f88dae584892                 47         47      13   \n",
        "\n",
-       "                                               title  \\\n",
-       "0  Paranormal Military Squad at Dulce Base: Decod...   \n",
-       "1     Dulce and Paranormal Military Squad Operations   \n",
-       "2  Paranormal Military Squad and Dulce Base Opera...   \n",
-       "3  Mission Dynamics and Leadership: Cruz and Wash...   \n",
-       "4  Dulce Base and Paranormal Military Squad: Brid...   \n",
+       "   level                                         title  \\\n",
+       "0      2      Ben Bloomberg and the Harmoniser Project   \n",
+       "1      2       North Hampton and Influential Musicians   \n",
+       "2      2                   Prince of Monaco and Monaco   \n",
+       "3      2                      Robot Opera and Broadway   \n",
+       "4      2  Ben and Jacob's Fusion of Art and Technology   \n",
+       "\n",
+       "                                             summary  \\\n",
+       "0  The community centers around Ben Bloomberg, a ...   \n",
+       "1  The community centers around North Hampton, a ...   \n",
+       "2  The community revolves around the Prince of Mo...   \n",
+       "3  The community revolves around the Robot Opera,...   \n",
+       "4  The community centers around Ben and Jacob, wh...   \n",
+       "\n",
+       "                                        full_content  rank  \\\n",
+       "0  # Ben Bloomberg and the Harmoniser Project\\n\\n...   7.5   \n",
+       "1  # North Hampton and Influential Musicians\\n\\nT...   6.5   \n",
+       "2  # Prince of Monaco and Monaco\\n\\nThe community...   4.0   \n",
+       "3  # Robot Opera and Broadway\\n\\nThe community re...   7.5   \n",
+       "4  # Ben and Jacob's Fusion of Art and Technology...   7.5   \n",
        "\n",
        "                                    rank_explanation  \\\n",
        "0  The impact severity rating is high due to the ...   \n",
-       "1  The impact severity rating is high due to the ...   \n",
-       "2  The impact severity rating is relatively high ...   \n",
-       "3  The impact severity rating is relatively high ...   \n",
+       "1  The impact severity rating is moderately high ...   \n",
+       "2  The impact severity rating is moderate due to ...   \n",
+       "3  The impact severity rating is high due to the ...   \n",
        "4  The impact severity rating is high due to the ...   \n",
        "\n",
-       "                                             summary  \\\n",
-       "0  The Paranormal Military Squad, stationed at Du...   \n",
-       "1  The community centers around Dulce, a secretiv...   \n",
-       "2  The community centers around the Paranormal Mi...   \n",
-       "3  This report explores the intricate dynamics of...   \n",
-       "4  The community centers around the Dulce Base, a...   \n",
-       "\n",
        "                                            findings  \\\n",
-       "0  [{'explanation': 'Jordan is a central figure i...   \n",
-       "1  [{'explanation': 'Dulce is described as a top-...   \n",
-       "2  [{'explanation': 'Taylor is a central figure w...   \n",
-       "3  [{'explanation': 'Cruz is a central figure in ...   \n",
-       "4  [{'explanation': 'Sam Rivera, a member of the ...   \n",
+       "0  [{'explanation': 'Ben Bloomberg is a pivotal f...   \n",
+       "1  [{'explanation': 'North Hampton serves as the ...   \n",
+       "2  [{'explanation': 'The Prince of Monaco is a ke...   \n",
+       "3  [{'explanation': 'The Robot Opera is a notable...   \n",
+       "4  [{'explanation': 'Ben and Jacob are key collab...   \n",
        "\n",
-       "                                   full_content_json  \\\n",
-       "0  {\\n    \"title\": \"Paranormal Military Squad at ...   \n",
-       "1  {\\n    \"title\": \"Dulce and Paranormal Military...   \n",
-       "2  {\\n    \"title\": \"Paranormal Military Squad and...   \n",
-       "3  {\\n    \"title\": \"Mission Dynamics and Leadersh...   \n",
-       "4  {\\n    \"title\": \"Dulce Base and Paranormal Mil...   \n",
-       "\n",
-       "                                     id  \n",
-       "0  1ba2d200-dd26-4693-affe-a5539d0a0e0d  \n",
-       "1  a8a530b0-ae6b-44ea-b11c-9f70d138298d  \n",
-       "2  0478975b-c805-4cc1-b746-82f3e689e2f3  \n",
-       "3  b56f6e68-3951-4f07-8760-63700944a375  \n",
-       "4  736e7006-d050-4abb-a122-00febf3f540f  "
+       "                                   full_content_json      period  size  \n",
+       "0  {\\n    \"title\": \"Ben Bloomberg and the Harmoni...  2025-01-10    35  \n",
+       "1  {\\n    \"title\": \"North Hampton and Influential...  2025-01-10     4  \n",
+       "2  {\\n    \"title\": \"Prince of Monaco and Monaco\",...  2025-01-10     2  \n",
+       "3  {\\n    \"title\": \"Robot Opera and Broadway\",\\n ...  2025-01-10     2  \n",
+       "4  {\\n    \"title\": \"Ben and Jacob's Fusion of Art...  2025-01-10     5  "
       ]
      },
-     "execution_count": 5,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -297,7 +321,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -318,7 +342,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -349,7 +373,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -370,32 +394,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "### Overview of Cosmic Vocalization\n",
+      "### Cosmic Vocalization: An Overview\n",
       "\n",
-      "Cosmic Vocalization is a phenomenon that has garnered significant attention within the community, involving various individuals and groups. It is perceived as an interstellar event with potential implications for both communication and security.\n",
+      "Cosmic Vocalization is a term coined by Jordan Hayes to describe a repeating sequence found in cryptic communications. This concept is pivotal in the realm of interstellar communication, serving as a common reference point for both humanity and extraterrestrial entities. The repeating sequence identified by Hayes is crucial for understanding and interpreting the signals exchanged during what is known as the Interstellar Duet [Data: Reports (65)].\n",
       "\n",
-      "### Key Perspectives\n",
+      "### Key Figures and Entities\n",
       "\n",
-      "**Alex Mercer's Viewpoint**  \n",
-      "Alex Mercer perceives Cosmic Vocalization as part of an interstellar duet, suggesting that it may be a responsive or communicative event. This perspective highlights the potential for Cosmic Vocalization to be part of a larger cosmic interaction or dialogue [Data: Reports (6)].\n",
+      "#### Jordan Hayes\n",
+      "Jordan Hayes is a central figure in the development and understanding of Cosmic Vocalization. Hayes' work in identifying and describing the repeating sequence in cryptic communications has been instrumental in the ongoing efforts to interact with extraterrestrial intelligence. His contributions provide the foundational knowledge required to decode and engage with these alien signals [Data: Reports (65)].\n",
       "\n",
-      "**Taylor Cruz's Concerns**  \n",
-      "Taylor Cruz raises concerns about the nature of Cosmic Vocalization, fearing it might be a homing tune. This adds a layer of urgency and potential threat, as it suggests that the vocalization could be attracting attention from unknown entities or forces [Data: Reports (6)].\n",
+      "#### Paranormal Military Squad\n",
+      "The Paranormal Military Squad plays a significant role in activities related to Cosmic Vocalization. Their responsibilities include responding to alien signals and participating in the Interstellar Duet. This squad is part of a broader initiative aimed at facilitating interstellar communication, ensuring that humanity can effectively engage with extraterrestrial entities [Data: Reports (65)].\n",
       "\n",
-      "### Involvement of the Paranormal Military Squad\n",
+      "### Implications\n",
       "\n",
-      "The Paranormal Military Squad is actively engaged with Cosmic Vocalization, indicating its significance in security measures. Their involvement suggests that the phenomenon is not only of scientific interest but also of strategic importance, potentially impacting national or global security [Data: Reports (6)].\n",
+      "The concept of Cosmic Vocalization and the involvement of key figures like Jordan Hayes and the Paranormal Military Squad highlight the collaborative efforts required to advance interstellar communication. By establishing a common ground for understanding cryptic signals, these efforts may pave the way for more profound interactions with extraterrestrial intelligence, potentially leading to significant advancements in our knowledge and capabilities.\n",
       "\n",
-      "### Conclusion\n",
-      "\n",
-      "Cosmic Vocalization is a complex and multifaceted phenomenon that involves various stakeholders, each with their own perspectives and concerns. The involvement of both individuals like Alex Mercer and Taylor Cruz, as well as organized groups like the Paranormal Military Squad, underscores its importance and the need for further investigation and understanding.\n"
+      "In summary, Cosmic Vocalization is a critical concept in the field of interstellar communication, with Jordan Hayes and the Paranormal Military Squad being key contributors to its development and application [Data: Reports (65)].\n"
      ]
     }
    ],
@@ -409,7 +431,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
@@ -443,185 +465,575 @@
        "  <tbody>\n",
        "    <tr>\n",
        "      <th>0</th>\n",
-       "      <td>15</td>\n",
-       "      <td>Dulce Base and the Paranormal Military Squad: ...</td>\n",
-       "      <td>1.00</td>\n",
-       "      <td># Dulce Base and the Paranormal Military Squad...</td>\n",
-       "      <td>9.5</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>11</td>\n",
-       "      <td>Dulce and Paranormal Military Squad Operations</td>\n",
-       "      <td>0.30</td>\n",
-       "      <td># Dulce and Paranormal Military Squad Operatio...</td>\n",
+       "      <td>50</td>\n",
+       "      <td>Alex Mercer and the Dulce Base Team</td>\n",
+       "      <td>0.956522</td>\n",
+       "      <td># Alex Mercer and the Dulce Base Team\\n\\nThe c...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>35</td>\n",
+       "      <td>Kevin Scott and Technology Development</td>\n",
+       "      <td>0.608696</td>\n",
+       "      <td># Kevin Scott and Technology Development\\n\\nTh...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
        "      <th>2</th>\n",
-       "      <td>10</td>\n",
-       "      <td>Paranormal Military Squad at Dulce Base: Decod...</td>\n",
-       "      <td>0.30</td>\n",
-       "      <td># Paranormal Military Squad at Dulce Base: Dec...</td>\n",
+       "      <td>53</td>\n",
+       "      <td>Dulce Base and Paranormal Military Squad</td>\n",
+       "      <td>0.565217</td>\n",
+       "      <td># Dulce Base and Paranormal Military Squad\\n\\n...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>3</th>\n",
-       "      <td>7</td>\n",
-       "      <td>Operation: Dulce and the Paranormal Military S...</td>\n",
-       "      <td>0.20</td>\n",
-       "      <td># Operation: Dulce and the Paranormal Military...</td>\n",
+       "      <td>22</td>\n",
+       "      <td>Paranormal Military Squad and Technological Ex...</td>\n",
+       "      <td>0.434783</td>\n",
+       "      <td># Paranormal Military Squad and Technological ...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>4</th>\n",
-       "      <td>8</td>\n",
-       "      <td>Dr. Jordan Hayes and the Paranormal Military S...</td>\n",
-       "      <td>0.18</td>\n",
-       "      <td># Dr. Jordan Hayes and the Paranormal Military...</td>\n",
-       "      <td>8.5</td>\n",
+       "      <td>60</td>\n",
+       "      <td>First Contact with Extraterrestrial Civilization</td>\n",
+       "      <td>0.304348</td>\n",
+       "      <td># First Contact with Extraterrestrial Civiliza...</td>\n",
+       "      <td>9.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>5</th>\n",
-       "      <td>1</td>\n",
-       "      <td>Earth's Interstellar Communication Initiative</td>\n",
-       "      <td>0.16</td>\n",
-       "      <td># Earth's Interstellar Communication Initiativ...</td>\n",
+       "      <td>61</td>\n",
+       "      <td>Dulce Base Operations and Distress</td>\n",
+       "      <td>0.173913</td>\n",
+       "      <td># Dulce Base Operations and Distress\\n\\nThe co...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>6</th>\n",
-       "      <td>12</td>\n",
-       "      <td>Paranormal Military Squad and Dulce Base Opera...</td>\n",
-       "      <td>0.16</td>\n",
-       "      <td># Paranormal Military Squad and Dulce Base Ope...</td>\n",
+       "      <td>57</td>\n",
+       "      <td>Operation: Dulce in New Mexico</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Operation: Dulce in New Mexico\\n\\nThe commun...</td>\n",
        "      <td>7.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>7</th>\n",
-       "      <td>13</td>\n",
-       "      <td>Mission Dynamics and Leadership: Cruz and Wash...</td>\n",
-       "      <td>0.16</td>\n",
-       "      <td># Mission Dynamics and Leadership: Cruz and Wa...</td>\n",
+       "      <td>48</td>\n",
+       "      <td>Jacob Collier and Ben Bloomberg's First Tour</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Jacob Collier and Ben Bloomberg's First Tour...</td>\n",
        "      <td>7.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
-       "      <td>14</td>\n",
-       "      <td>Dulce Base and Paranormal Military Squad: Brid...</td>\n",
-       "      <td>0.12</td>\n",
-       "      <td># Dulce Base and Paranormal Military Squad: Br...</td>\n",
+       "      <td>51</td>\n",
+       "      <td>Cosmic Translators and Alien Script</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Cosmic Translators and Alien Script\\n\\nThe c...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>9</th>\n",
-       "      <td>16</td>\n",
-       "      <td>Dulce Military Base and Alien Intelligence Com...</td>\n",
-       "      <td>0.08</td>\n",
-       "      <td># Dulce Military Base and Alien Intelligence C...</td>\n",
+       "      <td>64</td>\n",
+       "      <td>Terminal and Deep Hum</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Terminal and Deep Hum\\n\\nThe community revol...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>10</th>\n",
-       "      <td>18</td>\n",
-       "      <td>Paranormal Military Squad Team and Dulce Base'...</td>\n",
-       "      <td>0.04</td>\n",
-       "      <td># Paranormal Military Squad Team and Dulce Bas...</td>\n",
+       "      <td>29</td>\n",
+       "      <td>Paranormal Military Squad and Cosmic Dialogue</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Paranormal Military Squad and Cosmic Dialogu...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>11</th>\n",
-       "      <td>5</td>\n",
-       "      <td>Alien Script and First Contact Operations</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Alien Script and First Contact Operations\\n\\...</td>\n",
+       "      <td>39</td>\n",
+       "      <td>Extraterrestrial Signal Decryption Community</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Extraterrestrial Signal Decryption Community...</td>\n",
        "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>12</th>\n",
-       "      <td>4</td>\n",
-       "      <td>Dulce Facility and Control Room of Dulce: Extr...</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Dulce Facility and Control Room of Dulce: Ex...</td>\n",
-       "      <td>8.5</td>\n",
+       "      <td>34</td>\n",
+       "      <td>Growth Mindset and Stanford</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Growth Mindset and Stanford\\n\\nThe community...</td>\n",
+       "      <td>7.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>13</th>\n",
-       "      <td>17</td>\n",
-       "      <td>Dulce Team and Underground Command Center: Int...</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Dulce Team and Underground Command Center: I...</td>\n",
-       "      <td>8.5</td>\n",
+       "      <td>20</td>\n",
+       "      <td>Jacob Collier and Taylor Swift's Albums</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Jacob Collier and Taylor Swift's Albums\\n\\nT...</td>\n",
+       "      <td>7.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>14</th>\n",
-       "      <td>19</td>\n",
-       "      <td>Central Terminal and Viewing Monitors at Dulce...</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Central Terminal and Viewing Monitors at Dul...</td>\n",
-       "      <td>8.5</td>\n",
+       "      <td>0</td>\n",
+       "      <td>Omberg and Jacob Collier Collaboration</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Omberg and Jacob Collier Collaboration\\n\\nTh...</td>\n",
+       "      <td>7.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>15</th>\n",
-       "      <td>6</td>\n",
-       "      <td>Cosmic Vocalization and Universe Interactions</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Cosmic Vocalization and Universe Interaction...</td>\n",
-       "      <td>7.5</td>\n",
+       "      <td>65</td>\n",
+       "      <td>Galactic Orchestra and Interstellar Duet</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Galactic Orchestra and Interstellar Duet\\n\\n...</td>\n",
+       "      <td>8.5</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>16</th>\n",
+       "      <td>59</td>\n",
+       "      <td>Alien Intelligence and Interstellar Siren's Call</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Alien Intelligence and Interstellar Siren's ...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>16</td>\n",
+       "      <td>Jimmy Fallon Project on Primetime Television</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Jimmy Fallon Project on Primetime Television...</td>\n",
+       "      <td>6.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>42</td>\n",
+       "      <td>Decryption Process and Digital Soundscape</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Decryption Process and Digital Soundscape\\n\\...</td>\n",
+       "      <td>6.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>5</td>\n",
+       "      <td>Jacob Collier's Video Production</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Jacob Collier's Video Production\\n\\nThe comm...</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>14</td>\n",
+       "      <td>Ben Bloomberg's Phone System and House</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Ben Bloomberg's Phone System and House\\n\\nTh...</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
        "      <td>9</td>\n",
-       "      <td>Dulce Base Exploration by TEAM and MAINFRAME ROOM</td>\n",
-       "      <td>0.02</td>\n",
-       "      <td># Dulce Base Exploration by TEAM and MAINFRAME...</td>\n",
+       "      <td>Jacob Collier's Video Production</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Jacob Collier's Video Production\\n\\nThe comm...</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>17</td>\n",
+       "      <td>Ben Bloomberg's Phone System and Parental Conc...</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Ben Bloomberg's Phone System and Parental Co...</td>\n",
+       "      <td>3.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>23</th>\n",
+       "      <td>58</td>\n",
+       "      <td>Paranormal Military Squad and Alien Communicat...</td>\n",
+       "      <td>0.956522</td>\n",
+       "      <td># Paranormal Military Squad and Alien Communic...</td>\n",
        "      <td>7.5</td>\n",
        "    </tr>\n",
+       "    <tr>\n",
+       "      <th>24</th>\n",
+       "      <td>52</td>\n",
+       "      <td>Paranormal Military Squad at Dulce Base</td>\n",
+       "      <td>0.695652</td>\n",
+       "      <td># Paranormal Military Squad at Dulce Base\\n\\nT...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>25</th>\n",
+       "      <td>11</td>\n",
+       "      <td>Jacob Collier and His Musical Collaborations</td>\n",
+       "      <td>0.565217</td>\n",
+       "      <td># Jacob Collier and His Musical Collaborations...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>26</th>\n",
+       "      <td>54</td>\n",
+       "      <td>Dr. Jordan Hayes and the Paranormal Military S...</td>\n",
+       "      <td>0.347826</td>\n",
+       "      <td># Dr. Jordan Hayes and the Paranormal Military...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>27</th>\n",
+       "      <td>55</td>\n",
+       "      <td>Operation: Dulce and Paranormal Military Squad</td>\n",
+       "      <td>0.260870</td>\n",
+       "      <td># Operation: Dulce and Paranormal Military Squ...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>28</th>\n",
+       "      <td>68</td>\n",
+       "      <td>Earth's Interstellar Communication and Galacti...</td>\n",
+       "      <td>0.260870</td>\n",
+       "      <td># Earth's Interstellar Communication and Galac...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>29</th>\n",
+       "      <td>70</td>\n",
+       "      <td>Paranormal Military Squad and Interstellar Com...</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Paranormal Military Squad and Interstellar C...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>30</th>\n",
+       "      <td>71</td>\n",
+       "      <td>Threshold and Humankind's Communication with E...</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Threshold and Humankind's Communication with...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>31</th>\n",
+       "      <td>56</td>\n",
+       "      <td>Dulce Military Base and Paranormal Operations</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Dulce Military Base and Paranormal Operation...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>32</th>\n",
+       "      <td>69</td>\n",
+       "      <td>Paranormal Military Squad and Interstellar Com...</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Paranormal Military Squad and Interstellar C...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>33</th>\n",
+       "      <td>33</td>\n",
+       "      <td>Behind the Tech and Microsoft Community</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Behind the Tech and Microsoft Community\\n\\nT...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>34</th>\n",
+       "      <td>49</td>\n",
+       "      <td>Djesse Vol. 3 and Djesse Albums Series</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Djesse Vol. 3 and Djesse Albums Series\\n\\nTh...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>35</th>\n",
+       "      <td>66</td>\n",
+       "      <td>Humanity and Cosmic Relationships</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Humanity and Cosmic Relationships\\n\\nThe com...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>36</th>\n",
+       "      <td>19</td>\n",
+       "      <td>Pandemic and Its Impact on Work and Art</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Pandemic and Its Impact on Work and Art\\n\\nT...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>37</th>\n",
+       "      <td>67</td>\n",
+       "      <td>Decryption and Understanding of Alien Signal</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Decryption and Understanding of Alien Signal...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>38</th>\n",
+       "      <td>12</td>\n",
+       "      <td>Montreux Jazz Festival and Key Performers</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Montreux Jazz Festival and Key Performers\\n\\...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>39</th>\n",
+       "      <td>46</td>\n",
+       "      <td>Robot Opera and Broadway</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Robot Opera and Broadway\\n\\nThe community re...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>40</th>\n",
+       "      <td>21</td>\n",
+       "      <td>Taylor Swift's Albums and Documentary</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Taylor Swift's Albums and Documentary\\n\\nThe...</td>\n",
+       "      <td>7.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>41</th>\n",
+       "      <td>7</td>\n",
+       "      <td>Stage Equipment and Transportation Network</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Stage Equipment and Transportation Network\\n...</td>\n",
+       "      <td>6.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>42</th>\n",
+       "      <td>37</td>\n",
+       "      <td>Jaron Lanier and His Collection of Musical Ins...</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Jaron Lanier and His Collection of Musical I...</td>\n",
+       "      <td>4.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>43</th>\n",
+       "      <td>45</td>\n",
+       "      <td>Prince of Monaco and Monaco</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Prince of Monaco and Monaco\\n\\nThe community...</td>\n",
+       "      <td>4.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>44</th>\n",
+       "      <td>62</td>\n",
+       "      <td>Paranormal Military Squad at Dulce Base</td>\n",
+       "      <td>1.000000</td>\n",
+       "      <td># Paranormal Military Squad at Dulce Base\\n\\nT...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>45</th>\n",
+       "      <td>63</td>\n",
+       "      <td>Paranormal Military Squad and Operation: Dulce</td>\n",
+       "      <td>0.782609</td>\n",
+       "      <td># Paranormal Military Squad and Operation: Dul...</td>\n",
+       "      <td>9.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>46</th>\n",
+       "      <td>43</td>\n",
+       "      <td>Ben Bloomberg and the Harmoniser Project</td>\n",
+       "      <td>0.478261</td>\n",
+       "      <td># Ben Bloomberg and the Harmoniser Project\\n\\n...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>47</th>\n",
+       "      <td>47</td>\n",
+       "      <td>Ben and Jacob's Fusion of Art and Technology</td>\n",
+       "      <td>0.173913</td>\n",
+       "      <td># Ben and Jacob's Fusion of Art and Technology...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>48</th>\n",
+       "      <td>28</td>\n",
+       "      <td>Mission to Uncover Dulce's Mysteries</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Mission to Uncover Dulce's Mysteries\\n\\nThe ...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>49</th>\n",
+       "      <td>18</td>\n",
+       "      <td>Taylor Swift and Album of the Year</td>\n",
+       "      <td>0.130435</td>\n",
+       "      <td># Taylor Swift and Album of the Year\\n\\nThe co...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>50</th>\n",
+       "      <td>40</td>\n",
+       "      <td>Conversation between Kevin Scott and Jacob Col...</td>\n",
+       "      <td>0.086957</td>\n",
+       "      <td># Conversation between Kevin Scott and Jacob C...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>51</th>\n",
+       "      <td>41</td>\n",
+       "      <td>Humanity and the Unseen Partner</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Humanity and the Unseen Partner\\n\\nThe commu...</td>\n",
+       "      <td>8.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>52</th>\n",
+       "      <td>15</td>\n",
+       "      <td>Jimmy Fallon Project on Primetime TV</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Jimmy Fallon Project on Primetime TV\\n\\nThe ...</td>\n",
+       "      <td>7.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>53</th>\n",
+       "      <td>38</td>\n",
+       "      <td>Kevin Scott and the Engineering Mindset</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Kevin Scott and the Engineering Mindset\\n\\nT...</td>\n",
+       "      <td>6.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>54</th>\n",
+       "      <td>44</td>\n",
+       "      <td>North Hampton and Influential Musicians</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># North Hampton and Influential Musicians\\n\\nT...</td>\n",
+       "      <td>6.5</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>55</th>\n",
+       "      <td>36</td>\n",
+       "      <td>Kevin Scott's Daughter and Her Fantasy Novel</td>\n",
+       "      <td>0.043478</td>\n",
+       "      <td># Kevin Scott's Daughter and Her Fantasy Novel...</td>\n",
+       "      <td>2.0</td>\n",
+       "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
        "</div>"
       ],
       "text/plain": [
        "    id                                              title  occurrence weight  \\\n",
-       "0   15  Dulce Base and the Paranormal Military Squad: ...               1.00   \n",
-       "1   11     Dulce and Paranormal Military Squad Operations               0.30   \n",
-       "2   10  Paranormal Military Squad at Dulce Base: Decod...               0.30   \n",
-       "3    7  Operation: Dulce and the Paranormal Military S...               0.20   \n",
-       "4    8  Dr. Jordan Hayes and the Paranormal Military S...               0.18   \n",
-       "5    1      Earth's Interstellar Communication Initiative               0.16   \n",
-       "6   12  Paranormal Military Squad and Dulce Base Opera...               0.16   \n",
-       "7   13  Mission Dynamics and Leadership: Cruz and Wash...               0.16   \n",
-       "8   14  Dulce Base and Paranormal Military Squad: Brid...               0.12   \n",
-       "9   16  Dulce Military Base and Alien Intelligence Com...               0.08   \n",
-       "10  18  Paranormal Military Squad Team and Dulce Base'...               0.04   \n",
-       "11   5          Alien Script and First Contact Operations               0.02   \n",
-       "12   4  Dulce Facility and Control Room of Dulce: Extr...               0.02   \n",
-       "13  17  Dulce Team and Underground Command Center: Int...               0.02   \n",
-       "14  19  Central Terminal and Viewing Monitors at Dulce...               0.02   \n",
-       "15   6      Cosmic Vocalization and Universe Interactions               0.02   \n",
-       "16   9  Dulce Base Exploration by TEAM and MAINFRAME ROOM               0.02   \n",
+       "0   50                Alex Mercer and the Dulce Base Team           0.956522   \n",
+       "1   35             Kevin Scott and Technology Development           0.608696   \n",
+       "2   53           Dulce Base and Paranormal Military Squad           0.565217   \n",
+       "3   22  Paranormal Military Squad and Technological Ex...           0.434783   \n",
+       "4   60   First Contact with Extraterrestrial Civilization           0.304348   \n",
+       "5   61                 Dulce Base Operations and Distress           0.173913   \n",
+       "6   57                     Operation: Dulce in New Mexico           0.130435   \n",
+       "7   48       Jacob Collier and Ben Bloomberg's First Tour           0.130435   \n",
+       "8   51                Cosmic Translators and Alien Script           0.086957   \n",
+       "9   64                              Terminal and Deep Hum           0.086957   \n",
+       "10  29      Paranormal Military Squad and Cosmic Dialogue           0.086957   \n",
+       "11  39       Extraterrestrial Signal Decryption Community           0.086957   \n",
+       "12  34                        Growth Mindset and Stanford           0.086957   \n",
+       "13  20            Jacob Collier and Taylor Swift's Albums           0.086957   \n",
+       "14   0             Omberg and Jacob Collier Collaboration           0.086957   \n",
+       "15  65           Galactic Orchestra and Interstellar Duet           0.043478   \n",
+       "16  59   Alien Intelligence and Interstellar Siren's Call           0.043478   \n",
+       "17  16       Jimmy Fallon Project on Primetime Television           0.043478   \n",
+       "18  42          Decryption Process and Digital Soundscape           0.043478   \n",
+       "19   5                   Jacob Collier's Video Production           0.043478   \n",
+       "20  14             Ben Bloomberg's Phone System and House           0.043478   \n",
+       "21   9                   Jacob Collier's Video Production           0.043478   \n",
+       "22  17  Ben Bloomberg's Phone System and Parental Conc...           0.043478   \n",
+       "23  58  Paranormal Military Squad and Alien Communicat...           0.956522   \n",
+       "24  52            Paranormal Military Squad at Dulce Base           0.695652   \n",
+       "25  11       Jacob Collier and His Musical Collaborations           0.565217   \n",
+       "26  54  Dr. Jordan Hayes and the Paranormal Military S...           0.347826   \n",
+       "27  55     Operation: Dulce and Paranormal Military Squad           0.260870   \n",
+       "28  68  Earth's Interstellar Communication and Galacti...           0.260870   \n",
+       "29  70  Paranormal Military Squad and Interstellar Com...           0.130435   \n",
+       "30  71  Threshold and Humankind's Communication with E...           0.130435   \n",
+       "31  56      Dulce Military Base and Paranormal Operations           0.130435   \n",
+       "32  69  Paranormal Military Squad and Interstellar Com...           0.130435   \n",
+       "33  33            Behind the Tech and Microsoft Community           0.130435   \n",
+       "34  49             Djesse Vol. 3 and Djesse Albums Series           0.130435   \n",
+       "35  66                  Humanity and Cosmic Relationships           0.086957   \n",
+       "36  19            Pandemic and Its Impact on Work and Art           0.086957   \n",
+       "37  67       Decryption and Understanding of Alien Signal           0.043478   \n",
+       "38  12          Montreux Jazz Festival and Key Performers           0.043478   \n",
+       "39  46                           Robot Opera and Broadway           0.043478   \n",
+       "40  21              Taylor Swift's Albums and Documentary           0.043478   \n",
+       "41   7         Stage Equipment and Transportation Network           0.043478   \n",
+       "42  37  Jaron Lanier and His Collection of Musical Ins...           0.043478   \n",
+       "43  45                        Prince of Monaco and Monaco           0.043478   \n",
+       "44  62            Paranormal Military Squad at Dulce Base           1.000000   \n",
+       "45  63     Paranormal Military Squad and Operation: Dulce           0.782609   \n",
+       "46  43           Ben Bloomberg and the Harmoniser Project           0.478261   \n",
+       "47  47       Ben and Jacob's Fusion of Art and Technology           0.173913   \n",
+       "48  28               Mission to Uncover Dulce's Mysteries           0.130435   \n",
+       "49  18                 Taylor Swift and Album of the Year           0.130435   \n",
+       "50  40  Conversation between Kevin Scott and Jacob Col...           0.086957   \n",
+       "51  41                    Humanity and the Unseen Partner           0.043478   \n",
+       "52  15               Jimmy Fallon Project on Primetime TV           0.043478   \n",
+       "53  38            Kevin Scott and the Engineering Mindset           0.043478   \n",
+       "54  44            North Hampton and Influential Musicians           0.043478   \n",
+       "55  36       Kevin Scott's Daughter and Her Fantasy Novel           0.043478   \n",
        "\n",
        "                                              content  rank  \n",
-       "0   # Dulce Base and the Paranormal Military Squad...   9.5  \n",
-       "1   # Dulce and Paranormal Military Squad Operatio...   8.5  \n",
-       "2   # Paranormal Military Squad at Dulce Base: Dec...   8.5  \n",
-       "3   # Operation: Dulce and the Paranormal Military...   8.5  \n",
-       "4   # Dr. Jordan Hayes and the Paranormal Military...   8.5  \n",
-       "5   # Earth's Interstellar Communication Initiativ...   8.5  \n",
-       "6   # Paranormal Military Squad and Dulce Base Ope...   7.5  \n",
-       "7   # Mission Dynamics and Leadership: Cruz and Wa...   7.5  \n",
-       "8   # Dulce Base and Paranormal Military Squad: Br...   8.5  \n",
-       "9   # Dulce Military Base and Alien Intelligence C...   8.5  \n",
-       "10  # Paranormal Military Squad Team and Dulce Bas...   8.5  \n",
-       "11  # Alien Script and First Contact Operations\\n\\...   8.5  \n",
-       "12  # Dulce Facility and Control Room of Dulce: Ex...   8.5  \n",
-       "13  # Dulce Team and Underground Command Center: I...   8.5  \n",
-       "14  # Central Terminal and Viewing Monitors at Dul...   8.5  \n",
-       "15  # Cosmic Vocalization and Universe Interaction...   7.5  \n",
-       "16  # Dulce Base Exploration by TEAM and MAINFRAME...   7.5  "
+       "0   # Alex Mercer and the Dulce Base Team\\n\\nThe c...   8.5  \n",
+       "1   # Kevin Scott and Technology Development\\n\\nTh...   7.5  \n",
+       "2   # Dulce Base and Paranormal Military Squad\\n\\n...   8.5  \n",
+       "3   # Paranormal Military Squad and Technological ...   8.5  \n",
+       "4   # First Contact with Extraterrestrial Civiliza...   9.5  \n",
+       "5   # Dulce Base Operations and Distress\\n\\nThe co...   8.5  \n",
+       "6   # Operation: Dulce in New Mexico\\n\\nThe commun...   7.5  \n",
+       "7   # Jacob Collier and Ben Bloomberg's First Tour...   7.5  \n",
+       "8   # Cosmic Translators and Alien Script\\n\\nThe c...   8.5  \n",
+       "9   # Terminal and Deep Hum\\n\\nThe community revol...   8.5  \n",
+       "10  # Paranormal Military Squad and Cosmic Dialogu...   8.5  \n",
+       "11  # Extraterrestrial Signal Decryption Community...   8.5  \n",
+       "12  # Growth Mindset and Stanford\\n\\nThe community...   7.5  \n",
+       "13  # Jacob Collier and Taylor Swift's Albums\\n\\nT...   7.5  \n",
+       "14  # Omberg and Jacob Collier Collaboration\\n\\nTh...   7.5  \n",
+       "15  # Galactic Orchestra and Interstellar Duet\\n\\n...   8.5  \n",
+       "16  # Alien Intelligence and Interstellar Siren's ...   8.5  \n",
+       "17  # Jimmy Fallon Project on Primetime Television...   6.5  \n",
+       "18  # Decryption Process and Digital Soundscape\\n\\...   6.5  \n",
+       "19  # Jacob Collier's Video Production\\n\\nThe comm...   4.0  \n",
+       "20  # Ben Bloomberg's Phone System and House\\n\\nTh...   3.0  \n",
+       "21  # Jacob Collier's Video Production\\n\\nThe comm...   3.0  \n",
+       "22  # Ben Bloomberg's Phone System and Parental Co...   3.0  \n",
+       "23  # Paranormal Military Squad and Alien Communic...   7.5  \n",
+       "24  # Paranormal Military Squad at Dulce Base\\n\\nT...   8.5  \n",
+       "25  # Jacob Collier and His Musical Collaborations...   8.5  \n",
+       "26  # Dr. Jordan Hayes and the Paranormal Military...   8.5  \n",
+       "27  # Operation: Dulce and Paranormal Military Squ...   8.5  \n",
+       "28  # Earth's Interstellar Communication and Galac...   8.5  \n",
+       "29  # Paranormal Military Squad and Interstellar C...   8.5  \n",
+       "30  # Threshold and Humankind's Communication with...   8.5  \n",
+       "31  # Dulce Military Base and Paranormal Operation...   8.5  \n",
+       "32  # Paranormal Military Squad and Interstellar C...   8.5  \n",
+       "33  # Behind the Tech and Microsoft Community\\n\\nT...   7.5  \n",
+       "34  # Djesse Vol. 3 and Djesse Albums Series\\n\\nTh...   7.5  \n",
+       "35  # Humanity and Cosmic Relationships\\n\\nThe com...   8.5  \n",
+       "36  # Pandemic and Its Impact on Work and Art\\n\\nT...   8.5  \n",
+       "37  # Decryption and Understanding of Alien Signal...   8.5  \n",
+       "38  # Montreux Jazz Festival and Key Performers\\n\\...   7.5  \n",
+       "39  # Robot Opera and Broadway\\n\\nThe community re...   7.5  \n",
+       "40  # Taylor Swift's Albums and Documentary\\n\\nThe...   7.0  \n",
+       "41  # Stage Equipment and Transportation Network\\n...   6.5  \n",
+       "42  # Jaron Lanier and His Collection of Musical I...   4.5  \n",
+       "43  # Prince of Monaco and Monaco\\n\\nThe community...   4.0  \n",
+       "44  # Paranormal Military Squad at Dulce Base\\n\\nT...   8.5  \n",
+       "45  # Paranormal Military Squad and Operation: Dul...   9.0  \n",
+       "46  # Ben Bloomberg and the Harmoniser Project\\n\\n...   7.5  \n",
+       "47  # Ben and Jacob's Fusion of Art and Technology...   7.5  \n",
+       "48  # Mission to Uncover Dulce's Mysteries\\n\\nThe ...   8.5  \n",
+       "49  # Taylor Swift and Album of the Year\\n\\nThe co...   7.5  \n",
+       "50  # Conversation between Kevin Scott and Jacob C...   8.5  \n",
+       "51  # Humanity and the Unseen Partner\\n\\nThe commu...   8.5  \n",
+       "52  # Jimmy Fallon Project on Primetime TV\\n\\nThe ...   7.5  \n",
+       "53  # Kevin Scott and the Engineering Mindset\\n\\nT...   6.5  \n",
+       "54  # North Hampton and Influential Musicians\\n\\nT...   6.5  \n",
+       "55  # Kevin Scott's Daughter and Her Fantasy Novel...   2.0  "
       ]
      },
-     "execution_count": 10,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -633,14 +1045,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "LLM calls: 2. Prompt tokens: 11237. Output tokens: 483.\n"
+      "LLM calls: 4. Prompt tokens: 33015. Output tokens: 655.\n"
      ]
     }
    ],
@@ -654,7 +1066,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": ".venv",
+   "display_name": "graphrag-ta_-cxM1-py3.10",
    "language": "python",
    "name": "python3"
   },
@@ -668,7 +1080,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.9"
+   "version": "3.10.12"
   }
  },
  "nbformat": 4,
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