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