An end-to-end multi-source knowledge retrieval system using LangChain, FAISS, and OpenAI embeddings. This Retrieval-Augmented Generation (RAG) pipeline intelligently searches across Wikipedia, arXiv, and custom websites, optimizing source selection and delivering precise, real-time results based on query relevance.
python machine-learning natural-language-processing information-retrieval semantic-search document-search faiss ai-pipeline langchain retrieval-augmented-generation openai-embeddings langchain-tools knowledge-retrieval multi-source-retrieval langchain-agents
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Updated
Nov 3, 2024 - Jupyter Notebook