Zilliz ORG

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

Claude Context is an MCP plugin that indexes your entire codebase into a vector database so AI coding assistants can search your code by meaning, not just exact text, pulling in only relevant snippets.

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.

The Best GUI for Milvus

A persistent, unified memory layer for all your AI agents (e.g. Claude Code, Codex), 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.

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.

Model Context Protocol Servers for Milvus

Backup and restore tool for Milvus

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

Graph Library for Approximate Similarity Search

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

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

Milvus Command Line

The Kubernetes Operator of Milvus.

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A Cloud-Native WAL Storage Implementation

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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

An opensource molecule analyze software

A curated list of awesome Milvus projects and resources.

Block-based Approximate Nearest Neighbor

A Model Context Protocol (MCP) server seamlessly connecting AI Agents and AI coding tools with Zilliz Cloud https://zilliz.com/

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

A cloud-native vector database, storage for next generation AI applications

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kafka-connect-milvus sink connector

visualization tool for vector search index

spark connector for Milvus

An external retriever for GPTs implemented with Zilliz Cloud Pipelines, a more flexible and economic alternative to default GPTs knowledge base.

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ray connector to milvus storage

tool for generating markdown file, support fragment, variables

Bootcamp for Phantoscope

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

Agent skill that teaches AI agents how to manage Zilliz Cloud vector databases through zilliz-cli

The official command-line tool for Zilliz Cloud — manage clusters, collections, and vector data directly from your terminal.

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

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Milvus -- the world's fastest vector search engine.

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Tantivy is a full-text search engine library inspired by Apache Lucene and written in Rust

Zilliz codelabs

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SeaTunnel is a next-generation super high-performance, distributed, massive data integration tool.

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Apache DolphinScheduler is a distributed and extensible workflow scheduler platform with powerful DAG visual interfaces, dedicated to solving complex job dependencies in the data pipeline and providing various types of jobs available out of box.

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From a sample document to a running Milvus / Zilliz Cloud search app in minutes — an AI-guided scaffold delivered as a Agent skill.

Gemini CLI extension for driving Zilliz Cloud via zilliz-cli.

Jenkins shared library for project under zilliz

Python SDK for Milvus.

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Tutorials for your very first analysis with ZILLIZ Analytics

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A distributed task scheduling framework.（分布式任务调度平台XXL-JOB）

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