RAG - Retrieval Augmented Generation with LangChain and Advanced Techniques

RAG - Retrieval Augmented Generation with LangChain and Advanced Techniques

Sam Witteveen via YouTube Direct link

Advanced RAG 02 - Parent Document Retriever

8 of 14

8 of 14

Advanced RAG 02 - Parent Document Retriever

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RAG - Retrieval Augmented Generation with LangChain and Advanced Techniques

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  1. 1 LangChain Retrieval QA Over Multiple Files with ChromaDB
  2. 2 LangChain Retrieval QA with Instructor Embeddings & ChromaDB for PDFs
  3. 3 LangChain + Retrieval Local LLMs for Retrieval QA - No OpenAI!!!
  4. 4 RetrievalQA with LLaMA 2 70b & Chroma DB
  5. 5 How to use BGE Embeddings for LangChain and RAG
  6. 6 How to use Custom Prompts for RetrievalQA on LLaMA-2 7B
  7. 7 Advanced RAG 01 - Self Querying Retrieval
  8. 8 Advanced RAG 02 - Parent Document Retriever
  9. 9 Advanced RAG 03 - Hybrid Search BM25 & Ensembles
  10. 10 Advanced RAG 04 - Contextual Compressors & Filters
  11. 11 Advanced RAG 05 - HyDE - Hypothetical Document Embeddings
  12. 12 Advanced RAG 06 - RAG Fusion
  13. 13 EmbeddingGemma - Micro Embeddings for Mobile Devices
  14. 14 Gemini RAG - File Search Tool

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