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.

The Best GUI for Milvus

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

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

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

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...

Backup and restore tool for Milvus

Model Context Protocol Servers for Milvus

A context harness for AI agents: all your scattered context — code, memory, docs, databases, SaaS — in one searchable, browsable, file-like interface.

Graph Library for Approximate Similarity Search

Open Source, Cloud Native, RESTful Search Engine Powered by Neural Networks

The Kubernetes Operator of Milvus.

VTS is a tool designed for the transformation and transportation of vectors and unstructured data.

A Cloud-Native WAL Storage Implementation

Milvus-CDC is a change data capture tool for Milvus. It can capture the changes of upstream Milvus collections and sink them to downstream Milvus.

Zilliz Cloud examples