SemanticScuttle - klotz.me

klotz: chromadb*

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1. Implementing semantic cache to improve a RAG system with FAISS

   In this notebook, we will explore a typical RAG solution where we will utilize an open-source model and the vector database Chroma DB. However, we will integrate a semantic cache system that will store various user queries and decide whether to generate the prompt enriched with information from the vector database or the cache.

   2024-03-12 Tags: llm, rag, chromadb, faiss, cache by klotz
2. Vector Databases - Basics of Vector Search and Langchain Package in Python | HackerNoon

   2023-10-01 Tags: search, langchain, faiss, similarity, chromadb, qdrant, milvus by klotz
3. QA using a Retriever |

   2023-08-17 Tags: langchain, document, search, llm, chat, faiss, chromadb, vector database by klotz

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