diff --git a/examples_notebooks/custom_vector_store/index.html b/examples_notebooks/custom_vector_store/index.html index 0b85c0b7..3de9d514 100644 --- a/examples_notebooks/custom_vector_store/index.html +++ b/examples_notebooks/custom_vector_store/index.html @@ -3010,19 +3010,19 @@ for i, result in enumerate(search_results, 1):
🔍 Found 3 similar documents:
 
-1. ID: doc_2
-   Text: Vector stores enable efficient similarity search over high-d...
-   Similarity Score: 0.0417
+1. ID: doc_4
+   Text: Custom implementations allow for specialized behavior and in...
+   Similarity Score: 0.0131
+   Category: development
+
+2. ID: doc_1
+   Text: GraphRAG is a powerful knowledge graph extraction and reason...
+   Similarity Score: -0.0021
    Category: technology
 
-2. ID: doc_3
-   Text: Machine learning models can process and understand natural l...
-   Similarity Score: 0.0139
-   Category: AI
-
-3. ID: doc_1
-   Text: GraphRAG is a powerful knowledge graph extraction and reason...
-   Similarity Score: 0.0096
+3. ID: doc_2
+   Text: Vector stores enable efficient similarity search over high-d...
+   Similarity Score: -0.0102
    Category: technology
 
 
diff --git a/examples_notebooks/drift_search/index.html b/examples_notebooks/drift_search/index.html index 841080fb..5d87a1fc 100644 --- a/examples_notebooks/drift_search/index.html +++ b/examples_notebooks/drift_search/index.html @@ -2517,7 +2517,7 @@ search = DRIFTSearch(
@@ -2562,19 +2562,19 @@ search = DRIFTSearch( @@ -2841,7 +2847,7 @@ print( diff --git a/examples_notebooks/global_search_with_dynamic_community_selection/index.html b/examples_notebooks/global_search_with_dynamic_community_selection/index.html index 1edc0811..50840b5f 100644 --- a/examples_notebooks/global_search_with_dynamic_community_selection/index.html +++ b/examples_notebooks/global_search_with_dynamic_community_selection/index.html @@ -2624,23 +2624,9 @@ print(result.response)
@@ -2710,20 +2696,20 @@ result.context_data["reports"]
0 -0 -Operation: Dulce and Dulce Base Exploration -1.0 -# Operation: Dulce and Dulce Base Exploration\... -8.5 - - -1 1 Paranormal Military Squad and Operation: Dulce 1.0 # Paranormal Military Squad and Operation: Dul... 8.5 + +1 +0 +Operation: Dulce and Dulce Base Exploration +1.0 +# Operation: Dulce and Dulce Base Exploration\... +8.5 + @@ -2800,9 +2786,9 @@ print(
Build context (gpt-4o)
-LLM calls: 2. Prompt tokens: 1761. Output tokens: 200.
+LLM calls: 2. Prompt tokens: 1761. Output tokens: 234.
 Map-reduce (gpt-4o)
-LLM calls: 2. Prompt tokens: 3494. Output tokens: 707.
+LLM calls: 2. Prompt tokens: 3418. Output tokens: 434.
 
diff --git a/examples_notebooks/local_search/index.html b/examples_notebooks/local_search/index.html index 08b65c6a..6d991c9a 100644 --- a/examples_notebooks/local_search/index.html +++ b/examples_notebooks/local_search/index.html @@ -3457,21 +3457,23 @@ print(result.response)
-
### Overview of Agent Alex Mercer
+
## Overview of Agent Alex Mercer
 
 Agent Alex Mercer is a prominent member of the Paranormal Military Squad, an elite group tasked with executing Operation: Dulce. He plays a crucial role in the mission, providing guidance and emphasizing the importance of intuition and trust among his team members [Data: Reports (1); Entities (0, 4)]. Mercer's leadership and mentorship are particularly significant, as he serves as a mentor to Sam Rivera, offering valuable support and leadership [Data: Reports (1); Entities (0, 3)].
 
-### Role in Operation: Dulce
+## Role in Operation: Dulce
 
-In the context of Operation: Dulce, Alex Mercer is one of the agents exploring the Dulce base, a mysterious and secretive location associated with advanced alien technology [Data: Reports (1); Entities (0, 8); Relationships (23, 24, 37)]. His involvement in the mission is marked by a balance between compliance with protocols and a natural inclination to question and explore all details, which sometimes leads to internal conflict [Data: Claims (3, 5)].
+Alex Mercer is deeply involved in Operation: Dulce, where he is one of the agents exploring the Dulce base. His role in the mission is critical, as he is responsible for navigating and uncovering the secrets of the base [Data: Reports (1); Entities (0, 8); Relationships (23, 24, 37)]. Despite his compliance with protocols, Mercer experiences internal conflict between following orders and his natural inclination to question and explore all details, which is highlighted through his interactions with Taylor Cruz [Data: Claims (3, 5)].
 
-### Relationships and Interactions
+## Relationships and Interactions
 
-Mercer's professional relationships with other team members are characterized by mutual respect and collaboration. He shares a strong professional relationship with Dr. Jordan Hayes, admiring each other's expertise and analytical abilities [Data: Relationships (1)]. Despite acknowledging Taylor Cruz's authority, there is a competitive undercurrent between them, as Cruz's authoritative nature often challenges Mercer's compliance [Data: Relationships (0); Claims (3)]. His mentorship relationship with Sam Rivera highlights his role as a guiding figure within the team [Data: Relationships (2, 15)].
+Mercer shares a professional relationship with Taylor Cruz, acknowledging Cruz's authority while also experiencing a competitive undercurrent due to Cruz's authoritative nature [Data: Reports (1); Relationships (0)]. He also collaborates closely with Dr. Jordan Hayes, with whom he shares mutual respect and understanding, particularly admiring each other's expertise and analytical abilities [Data: Relationships (1)]. Mercer's mentorship of Sam Rivera is another key aspect of his role, as he provides guidance and support to Rivera, who is a cybersecurity expert and a crucial asset to the team [Data: Reports (1); Relationships (2, 15)].
 
-### Leadership and Mentorship
+## Leadership and Mentorship
 
-Alex Mercer's leadership style is defined by his emphasis on intuition and trust, which he imparts to his mentee, Sam Rivera. This mentorship is crucial to the success of Operation: Dulce, as it fosters a collaborative and supportive environment within the team [Data: Reports (1); Entities (0, 3); Relationships (2, 15)]. Mercer's ability to navigate the complexities of the mission while maintaining strong professional relationships underscores his importance to the Paranormal Military Squad and the overall success of Operation: Dulce [Data: Reports (1); Entities (0, 4)].
+Mercer's leadership style is characterized by his emphasis on intuition and trust, which he imparts to his mentee, Sam Rivera. This mentorship is vital to the success of Operation: Dulce, as it helps foster a sense of teamwork and adaptability among the agents [Data: Reports (1); Entities (0, 3)]. Despite the challenges posed by the mission and the authoritative leadership of Taylor Cruz, Mercer remains a key figure in ensuring the mission's success through his guidance and support [Data: Reports (1); Claims (3, 5)].
+
+In summary, Agent Alex Mercer is a pivotal figure in the Paranormal Military Squad, contributing significantly to Operation: Dulce through his leadership, mentorship, and collaborative efforts with his team members. His ability to balance protocol compliance with his natural curiosity and intuition makes him an invaluable asset to the mission.
 
@@ -3522,23 +3524,25 @@ print(result.response)
-
## Overview of Dr. Jordan Hayes
+
### Overview of Dr. Jordan Hayes
 
 Dr. Jordan Hayes is a prominent scientist and a key member of the Paranormal Military Squad, known for their expertise in physics and composed demeanor. They play a significant role in Operation: Dulce, particularly in working with alien technology, which is a central element of the mission [Data: Entities (2); Reports (1)].
 
-## Role in Operation: Dulce
+### Role in Operation: Dulce
 
-Dr. Hayes is deeply involved in the exploration of the Dulce base, where they contribute significantly to the team's efforts by analyzing and working on alien technology. Their analytical mind and reflective nature are crucial in navigating the complexities of the mission. Hayes is recognized for their ability to adapt to unknown variables, which is essential given the unpredictable nature of the operation [Data: Reports (1); Entities (2, 13); Relationships (5, 9, 18, 51)].
+Dr. Hayes is deeply involved in the exploration of the Dulce base, where they contribute significantly to the team's efforts by analyzing and working on alien technology. Their analytical mind and reflective nature are crucial in navigating the complexities of the mission. Hayes is recognized for their ability to adapt to unknown variables, which is essential given the unpredictable nature of the operation [Data: Reports (1); Entities (2, 10); Relationships (5, 9, 18, 51)].
 
-## Professional Relationships
+### Professional Relationships
 
-Dr. Hayes maintains professional relationships with other key members of the Paranormal Military Squad, including Taylor Cruz and Sam Rivera. Their interactions with Cruz are marked by differing views on protocol and adaptability, highlighting a complex relationship characterized by moments of mutual respect. With Sam Rivera, Hayes shares a common belief in the importance of adaptability, which is vital for the success of Operation: Dulce [Data: Reports (1); Relationships (5, 9, 25)].
+Dr. Hayes maintains professional relationships with other key members of the Paranormal Military Squad, including Taylor Cruz and Sam Rivera. Their relationship with Taylor Cruz is marked by differing views on protocol and adaptability, highlighting a complex dynamic characterized by moments of mutual respect. With Sam Rivera, Hayes shares a common belief in the importance of adaptability, which is vital for the success of Operation: Dulce [Data: Reports (1); Relationships (5, 9, 25)].
 
-## Analytical Insights and Skepticism
+### Analytical Insights and Skepticism
 
-Dr. Hayes is portrayed as skeptical of strict adherence to protocols, emphasizing the need for adaptability and acknowledging the unknown variables that exceed the known. This skepticism is evident in their interactions and comments during briefings, where they provide analytical insights and express concerns about the mission. Hayes's ability to identify suspicious elements, such as a hidden panel within the base, further underscores their critical role in the mission [Data: Claims (2, 6, 10); Sources (0, 2)].
+Dr. Hayes is portrayed as skeptical of strict adherence to protocols, emphasizing the need for adaptability and acknowledging the unknown variables that exceed the known. This skepticism is evident in their interactions and comments during briefings, where they provide analytical insights and express concerns about the mission. Their role in analytical assessment is crucial, as they identified a suspicious panel within the Dulce base, indicating a hidden element that could be pivotal to the mission's success [Data: Claims (2, 6, 10); Sources (0, 2)].
 
-In summary, Dr. Jordan Hayes is a vital member of the Paranormal Military Squad, contributing their scientific expertise and analytical skills to the success of Operation: Dulce. Their ability to adapt and their professional relationships with other team members are key components of their role in the mission.
+### Contribution to the Team
+
+Dr. Hayes' contribution to the Paranormal Military Squad is invaluable, as they bring a unique perspective that balances scientific inquiry with practical mission objectives. Their ability to remain composed under pressure and their commitment to understanding alien technology make them a vital asset to the team. As the mission progresses, Hayes' insights and adaptability continue to play a critical role in navigating the challenges posed by the Dulce base and its secrets [Data: Reports (1); Entities (2); Relationships (10, 27, 48)].
 
@@ -4059,7 +4063,7 @@ print(candidate_questions.response)
-
['- What is the role of Agent Alex Mercer in the exploration of the Dulce base?', '- How does Agent Mercer interact with other members of the Paranormal Military Squad during Operation: Dulce?', '- What are the key responsibilities of Agent Mercer in Operation: Dulce?', "- How does Agent Mercer's leadership style impact the success of the mission at the Dulce base?", '- What challenges does Agent Mercer face while exploring the Dulce base?']
+
['- What is the role of Agent Alex Mercer in the exploration of the Dulce base?', '- How does Agent Mercer interact with other members of the Paranormal Military Squad during Operation: Dulce?', '- What are the key responsibilities of the Paranormal Military Squad in Operation: Dulce?', '- How does the relationship between Alex Mercer and Taylor Cruz impact the mission at the Dulce base?', '- What challenges does the team face while exploring the Dulce base?']
 
diff --git a/sitemap.xml.gz b/sitemap.xml.gz index f6c7fa84..c2e8d7e3 100644 Binary files a/sitemap.xml.gz and b/sitemap.xml.gz differ