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Packages by zilliztech

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memsearch 📁v0.3.1🌿 Growing⭐1,167

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

agent agent-memory ai-agents claude-code claude-code-plugin clawdbot embeddings harness pythonby zilliztechPython

VectorDBBench 📁v1.0.20🌱 Seedling⭐1,068

Benchmark for vector databases.

benchmark cost-effectiveness performance python vector-database vector-search vectordbby zilliztechPython

knowhere 📁v2.6.11🌱 Seedling⭐337

Vector search engine inside Milvus, integrating FAISS, HNSW, DiskANN.

c++faiss gpu hnsw nearest-neighbor-search search vector vector-databaseby zilliztechC++

vector-graph-rag 📁v0.1.3🌱 Seedling⭐29

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

graph-rag graphrag knowledge-base knowledge-graph milvus multihop-question-answering python rag sota vector-databaseby zilliztechPython