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Agentic RAG for local and self-hosted document search: hybrid retrieval, reranking and multimodal RAG on embedded LanceDB, with Docling parsing and an MCP server

607stars46forks7watchers/subscribers6issues
ag-uiagentic-ragcode-executioncode-modecross-encoderdoclingdocument-aidocument-ingestiondocument-parsinghallucination-preventionlancedbmcp-servermultimodal-ragoffline-llmpydantic-airagrag-evaluationreciprocal-rank-fusionreranking
Language
Python
License
MIT License
Size
87.2 MB
Created
Oct 13, 2024
Last Updated
Sep 12, 2026
Last Pushed
Sep 11, 2026

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