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rag-kb

Local-first agent memory and knowledge base: hybrid dense and BM25 retrieval, document and webpage ingestion and optional RAG answers via local Ollama.

Python Local Windows
★ 5 stars Last pushed 2026-11-07 License: Apache-2.0

Topics: Knowledge & Memory

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See the repository for installation instructions: https://github.com/fish827-08/rag-kb

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Listed in punkpeye/awesome-mcp-servers (MIT)