zilliztech

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

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

Semantic cache for LLMs. Fully integrated with LangChain and llama_index.

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex, DSH), backed by Markdown and Milvus.

Benchmark for vector databases.

Visualize hnsw, faiss and other anns index

Akcio is a demonstration project for Retrieval Augmented Generation (RAG). It leverages the power of LLM to generate responses and uses vector databases to fetch relevant documents to enhance the quality and relevance of the output.

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

arctern client