A high-precision RAG framework leveraging Baidu ERNIE and Milvus. Features hybrid search and reranking algorithms for accurate PDF parsing and Q&A.

Milvus Command Line

Rust SDK for Milvus.

API app with FastAPI

📚 从零开始的向量数据库原理与实践教程，在线阅读地址：https://datawhalechina.github.io/easy-vectordb/

RAG application using AWS services and Zilliz vector database

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

Zilliz Cloud examples

在 2019 成为一名 Go 开发者的路线图。为学习 Go 的人而准备。

C# SDK for Milvus.

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

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

Python SDK for Milvus Vector Database

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

Milvus web documents and contents

This workshop covers the entire process of using Milvus—from installation and basic concepts to core operations and practical applications. Combining theoretical explanations with extensive hands-o…

A Go tool to upgrade Milvus clusters (v2.2.3+).

Tonbo is an embedded database for serverless and edge runtimes.

Free and Open Source, Distributed, RESTful Search Engine

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

微信公众号文章批量下载工具，支持评论、合集下载，支持保存html/mhtml/md/pdf/docx文件，保存文章内图片、视频、音频文件

A Cloud-Native WAL Storage Implementation

Model Context Protocol Servers for Milvus

A simple, easy-to-hack GraphRAG implementation

Milvus的中文文档教程

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.

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 q…