F
licenseA
qualityD
maintenanceEnables indexing local documents (PDF, Markdown, text, code) into a knowledge base and querying them via semantic search using local embeddings, all running privately on your machine.
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mcp-rag
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- FlicenseNot gradedqualityCmaintenanceEnables searching a knowledge base and asking grounded questions with hybrid retrieval, reranking, and cited answers.
- FlicenseAqualityDmaintenanceEnables AI agents to query a local knowledge graph built from document collections using hybrid search (BM25 + vector fusion) and entity-relationship extraction. Supports privacy-first, offline operation with tools for semantic search, entity graph exploration, and corpus statistics.3
- FlicenseNot gradedqualityCmaintenanceEnables semantic search over personal files using natural language, with optional AI summarization, all running locally.
- AlicenseNot gradedqualityBmaintenanceEnables private, offline semantic search across local files (documents, images, videos) using OCR and vector search, and optionally performs web research with cited sources.AGPL 3.0
- AlicenseNot gradedqualityBmaintenanceEnables semantic search over local Markdown documentation using hybrid retrieval combining embeddings, keyword search, and graph traversal with automatic file watching and zero-configuration setup.2MIT
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