ksm26/LangChain-Chat-with-Your-Data
Explore LangChain and build powerful chatbots that interact with your own data. Gain insights into document loading, splitting, retrieval, question answering, and more.
Implements Retrieval Augmented Generation (RAG) pipelines with vector embeddings and semantic search to ground LLM responses in custom documents, leveraging LangChain's 80+ data loaders (supporting audio, video, and structured formats) and advanced retrieval techniques like compression and re-ranking. Covers the full stack from document ingestion and chunking through vector store integration to multi-turn conversational memory, enabling context-aware chatbots that reference proprietary data sources.
189 stars. No commits in the last 6 months.
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112
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Last pushed
Jul 07, 2023
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