zilliztech

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

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

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

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

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.

arctern client