diff --git a/data/operation_dulce/dataset.zip b/data/operation_dulce/dataset.zip
index f989b1ec..9e406d91 100644
Binary files a/data/operation_dulce/dataset.zip and b/data/operation_dulce/dataset.zip differ
diff --git a/posts/config/env_vars/index.html b/posts/config/env_vars/index.html
index 254f3fa5..7d0730ba 100644
--- a/posts/config/env_vars/index.html
+++ b/posts/config/env_vars/index.html
@@ -288,7 +288,7 @@ a {
             <h1>Default Configuration Mode (using Env Vars)</h1>
             <h2>Text-Embeddings Customization</h2>
 <p>By default, the GraphRAG indexer will only emit embeddings required for our query methods. However, the model has embeddings defined for all plaintext fields, and these can be generated by setting the <code>GRAPHRAG_EMBEDDING_TARGET</code> environment variable to <code>all</code>.</p>
-<p>If the embedding target is <code>all</code>, and you want to only embed a subset of these fields, you may specify which embeddings to skip using the  <code>GRAPHRAG_EMBEDDING_SKIP</code> argument described below.</p>
+<p>If the embedding target is <code>all</code>, and you want to only embed a subset of these fields, you may specify which embeddings to skip using the <code>GRAPHRAG_EMBEDDING_SKIP</code> argument described below.</p>
 <h3>Embedded Fields</h3>
 <ul>
 <li><code>text_unit.text</code></li>
@@ -628,7 +628,7 @@ a {
 <tr>
 <td><code>GRAPHRAG_EMBEDDING_RPM</code></td>
 <td></td>
-<td>The number of requests per minute to allow for the embedding client.  0 = Bypass</td>
+<td>The number of requests per minute to allow for the embedding client. 0 = Bypass</td>
 <td><code>int</code></td>
 <td>0</td>
 </tr>
@@ -699,7 +699,7 @@ a {
 <tbody>
 <tr>
 <td><code>GRAPHRAG_INPUT_TYPE</code></td>
-<td>The input storage type to use when reading files.  (<code>file</code> or <code>blob</code>)</td>
+<td>The input storage type to use when reading files. (<code>file</code> or <code>blob</code>)</td>
 <td><code>str</code></td>
 <td>optional</td>
 <td><code>file</code></td>
@@ -709,7 +709,7 @@ a {
 <td>The file pattern regexp to use when reading input files from the input directory.</td>
 <td><code>str</code></td>
 <td>optional</td>
-<td><code>.*\.csv$</code></td>
+<td><code>.*\.txt$</code></td>
 </tr>
 <tr>
 <td><code>GRAPHRAG_INPUT_SOURCE_COLUMN</code></td>
@@ -755,7 +755,7 @@ a {
 </tr>
 <tr>
 <td><code>GRAPHRAG_INPUT_STORAGE_ACCOUNT_BLOB_URL</code></td>
-<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity.  Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
+<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity. Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
 <td><code>str</code></td>
 <td>optional</td>
 <td><code>None</code></td>
@@ -800,7 +800,7 @@ a {
 <td>The type of input data, <code>csv</code> or <code>text</code></td>
 <td><code>str</code></td>
 <td>optional</td>
-<td><code>csv</code></td>
+<td><code>text</code></td>
 </tr>
 <tr>
 <td><code>GRAPHRAG_INPUT_ENCODING</code></td>
@@ -959,7 +959,7 @@ a {
 </tr>
 <tr>
 <td><code>GRAPHRAG_STORAGE_STORAGE_ACCOUNT_BLOB_URL</code></td>
-<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity.  Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
+<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity. Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
 <td><code>str</code></td>
 <td>optional</td>
 <td>None</td>
@@ -1009,7 +1009,7 @@ a {
 </tr>
 <tr>
 <td><code>GRAPHRAG_CACHE_STORAGE_ACCOUNT_BLOB_URL</code></td>
-<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity.  Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
+<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity. Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
 <td><code>str</code></td>
 <td>optional</td>
 <td>None</td>
@@ -1059,7 +1059,7 @@ a {
 </tr>
 <tr>
 <td><code>GRAPHRAG_REPORTING_STORAGE_ACCOUNT_BLOB_URL</code></td>
-<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity.  Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
+<td>The Azure Storage blob endpoint to use when in <code>blob</code> mode and using managed identity. Will have the format <code>https://&lt;storage_account_name&gt;.blob.core.windows.net</code></td>
 <td><code>str</code></td>
 <td>optional</td>
 <td>None</td>
diff --git a/posts/config/template/index.html b/posts/config/template/index.html
index 92c5c276..30c166aa 100644
--- a/posts/config/template/index.html
+++ b/posts/config/template/index.html
@@ -323,14 +323,14 @@ the <code>--root</code> parameter on your Indexing Pipeline execution.</p>
 <span class="token comment"># Required LLM Config</span>
 
 <span class="token comment"># Input Data Configuration</span>
-<span class="token assign-left variable">GRAPHRAG_INPUT_TYPE</span><span class="token operator">=</span>text
+<span class="token assign-left variable">GRAPHRAG_INPUT_TYPE</span><span class="token operator">=</span><span class="token string">"file"</span>
 
 <span class="token comment"># Plaintext Input Data Configuration</span>
 <span class="token comment"># GRAPHRAG_INPUT_FILE_PATTERN=.*\.txt</span>
 
-<span class="token comment"># CSV Input Data Configuration</span>
-<span class="token assign-left variable">GRAPHRAG_INPUT_FILE_TYPE</span><span class="token operator">=</span><span class="token string">"csv"</span>
-<span class="token assign-left variable">GRAPHRAG_INPUT_FILE_PATTERN</span><span class="token operator">=</span><span class="token string">".*\.csv$"</span>
+<span class="token comment"># Text Input Data Configuration</span>
+<span class="token assign-left variable">GRAPHRAG_INPUT_FILE_TYPE</span><span class="token operator">=</span><span class="token string">"text"</span>
+<span class="token assign-left variable">GRAPHRAG_INPUT_FILE_PATTERN</span><span class="token operator">=</span><span class="token string">".*\.txt$"</span>
 <span class="token assign-left variable">GRAPHRAG_INPUT_SOURCE_COLUMN</span><span class="token operator">=</span>source
 <span class="token comment"># GRAPHRAG_INPUT_TIMESTAMP_COLUMN=None</span>
 <span class="token comment"># GRAPHRAG_INPUT_TIMESTAMP_FORMAT=None</span>