Agentic_KAG

Series of notebooks to demonstrate the power of KG, RAG andAgents

Name		Name	Last commit message	Last commit date
Latest commit History 130 Commits
data		data
01_crawl_av_pages.ipynb		01_crawl_av_pages.ipynb
02_traditional_rag_vs_agentic_rag.ipynb		02_traditional_rag_vs_agentic_rag.ipynb
03_construct_knowledge_graph.ipynb		03_construct_knowledge_graph.ipynb
04_retrieve_data_from_knowledge_graph.ipynb		04_retrieve_data_from_knowledge_graph.ipynb
05_agentic_kag_inference_pipeline.ipynb		05_agentic_kag_inference_pipeline.ipynb
06_Comparison_Matrix.ipynb		06_Comparison_Matrix.ipynb
README.md		README.md
agent_utils.py		agent_utils.py
community_data.pkl		community_data.pkl
community_summaries.pkl		community_summaries.pkl
community_summaries_19Aug_12am.pkl		community_summaries_19Aug_12am.pkl
cypher.py		cypher.py
embeddings.pkl		embeddings.pkl
entity_graph.pkl		entity_graph.pkl
examples.py		examples.py
graph_after_entityresolution.svg		graph_after_entityresolution.svg
graph_before_entityresolution.svg		graph_before_entityresolution.svg
prompts.py		prompts.py
requirements.txt		requirements.txt
tools.py		tools.py

Provide feedback