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Projects by zilliztech

4 packages • ⭐ 2,763 total stars

memsearchv0.4.6🌳 Mature⭐1,277

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 AI Agents

VectorDBBenchv1.0.22🌳 Mature⭐1,078

Benchmark for vector databases.

benchmark cost-effectiveness performance python vector-database vector-search vectordb Testing

knowherev3.0.3🌿 Growing⭐342

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

c++faiss gpu hnsw nearest-neighbor-search search vector vector-database Databases

vector-graph-ragv0.1.3🌿 Growing⭐66

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 Databases