zilliztech

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

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.

Code search MCP for Claude Code. Make entire codebase the context for any coding agent. Topics: agent, agentic-rag, ai-coding, claude-code, code-generation, code-search, cursor, embedding, gemini-cli, mcp, merkle-tree, n

Model Context Protocol Servers for Milvus

Agent skill that teaches LLMs to operate Milvus vector database using pymilvus — connection, collections, vector CRUD, search, hybrid search, full-text search, indexing, RBAC, and common patterns like RAG

Zilliz Cloud plugin for Claude Code — manage clusters, collections, vector search, backups, and more through natural language.