Agentic RAG Workshop

Collection of notebooks to understand world of Agentic Retrieval Augmented Generation (RAG), one of the most popular applications of LLMs

Name		Name	Last commit message	Last commit date
Latest commit History 159 Commits
DI_output		DI_output
chroma-apple-2023		chroma-apple-2023
chroma-apple-2024		chroma-apple-2024
chroma-insurance-policy		chroma-insurance-policy
chroma-leave-policy		chroma-leave-policy
chroma-microsoft-2023		chroma-microsoft-2023
chroma-microsoft-2024		chroma-microsoft-2024
data		data
images		images
parent_pickles		parent_pickles
01_handling_multi_modal_data.ipynb		01_handling_multi_modal_data.ipynb
02_chunking_and_indexing.ipynb		02_chunking_and_indexing.ipynb
03_1_langfuse_integration_for_tracing.ipynb		03_1_langfuse_integration_for_tracing.ipynb
03_2_traditional_rag.ipynb		03_2_traditional_rag.ipynb
04_react_agent_demo.ipynb		04_react_agent_demo.ipynb
05_langgraph_basics.ipynb		05_langgraph_basics.ipynb
07_agentic_rag_components.ipynb		07_agentic_rag_components.ipynb
08_agentic_rag_end2end.ipynb		08_agentic_rag_end2end.ipynb
09_graphrag_end_to_end_on_unstructured_data.ipynb		09_graphrag_end_to_end_on_unstructured_data.ipynb
10_graphrag_end_to_end_on_multimodal_insurance_data.ipynb		10_graphrag_end_to_end_on_multimodal_insurance_data.ipynb
Agentic RAG - Capstone Problem Statement.pdf		Agentic RAG - Capstone Problem Statement.pdf
CustomMVR.py		CustomMVR.py
README.md		README.md
agent_utils.py		agent_utils.py
chunking_utils.py		chunking_utils.py
di_utils.py		di_utils.py
multivector_utils.py		multivector_utils.py
prompts.py		prompts.py
requirements.txt		requirements.txt
sample.env		sample.env

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