/rag-with-langchain-colbert-and-ragatouille

Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB

Primary LanguageJupyter NotebookApache License 2.0Apache-2.0

Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB

This is an implementation of advanced RAG system using Langchain's EnsembleRetriever and ColBERT. It efficiently pulls all the relevant context required for Mixtral 8x7B to generate high-quality answers for us.

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Build a Streamlit Chatbot using Langchain, ColBERT, Ragatouille, and ChromaDB