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Daethyra
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Dec 19, 2023
Daethyra
commented
- Starting overhaul post LangChain ecosystem overhaul
- Starting overhaul post LangChain ecosystem overhaul
Removed outdated content from various files and reformatted prompts_MASTER.md for better readability.
…book Implemented a new notebook "top_k-vectorstore_similaritysearching" to demonstrate similarity searching using top_k. The notebook covers data loading, splitting, retrieval and storage of embeddings in Pinecone or ChromaDB, and performing similarity searching. Additionally, it includes setting up environment variables for API keys and creating embeddings for semantic search using OpenAI. Finally, it demonstrates the use of Pinecone or ChromaDB for similarity searching and running a chain for RAG. The notebook provides a comprehensive guide for users to understand and utilize similarity searching with vector stores effectively.
- src/llm_utilikit/LangChain/notebooks/langchain-embeddings-retrieval-agent.ipynb I found a dirty fix, but don't know how to use it and am currently too lazy to find out. - pinecone-io/pinecone-datasets#35
modified: src/llm_utilikit/LangChain/notebooks/top_k-vectorstore_similaritysearching.ipynb
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