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1. zilliztech/memsearch zilliztech/memsearch Public

   A Markdown-first memory system, a standalone library for any AI agent. Inspired by OpenClaw.

   Python 1.2k 113

2. zilliztech/claude-context zilliztech/claude-context Public

   Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

   TypeScript 5.9k 524

3. zilliztech/deep-searcher zilliztech/deep-searcher Public

   Open Source Deep Research Alternative to Reason and Search on Private Data. Written in Python.

   Python 7.7k 750

4. langchain-ai/langchain-milvus langchain-ai/langchain-milvus Public

   The LangChain wrapper of Milvus vector database for efficient vector search, full-text search, hybrid retrieval and RAG.

   Python 53 41

5. towhee-io/towhee towhee-io/towhee Public

   Towhee is a framework that is dedicated to making neural data processing pipelines simple and fast.

   Python 3.4k 261

6. zilliztech/vector-graph-rag zilliztech/vector-graph-rag Public

   Graph RAG with pure vector search, achieving SOTA performance in multi-hop reasoning scenarios.

   Python 57 9