zilliz 开源项目推荐（25 个）

zilliztech /deep-searcher

开源深度研究替代方案，可在私有数据上进行推理与搜索。使用 Python 编写。

AI-Northstar-Tech /vector-io

全面的载体数据工具。适用于所有载体数据库、数据集和RAG平台的通用界面。从任何载体数据库或存储库轻松输出、导入、备份、重新嵌入（使用任何模型）或访问您的载体数据。

zilliztech /milvus-skill

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

arjun-go-go /mediaforge

Open-source e-commerce AI image generation platform with multimodal RAG, AI agents, bestseller retrieval, product photography, quality evaluation, and batch workflows.

being-invincible /SHAi

Sustainable Hydroponic domain-specific LLM developed to improve sustainable farming.

zilliztech /zilliz-skill

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

tonykipkemboi /milvus-youtube-notebook

Zilliz Vector Database YouTube Transcripts Analyzer 🚀

BeadChain15 /AI-Search-Engine

A ChatGPT-powered QA system using OpenAI, LangChain, FastAPI, and a vector database. It retrieves answers based on stored data, enhancing responses with relevant source links. The project enables efficient knowledge retrieval, making it ideal for AI-driven chat applications that require accurate and reference-backed responses.

zilliztech /zilliz-plugin

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

benitomartin /rag-qwen-vllm-milvus

RAG application with Milvus, Qwen, vLLM and LangChain

Agunnaya-Labs /onchain-mind

Create intelligent NPCs that remember, learn, and evolve. Tokenized compute billing with AGL. Built for developers who build the future.

Beginnersguide138 /rag-with-sudachi

Hybrid search on Japanese text by Zilliz

ihatesea69 /langgraph-customer-service-chatbot

Production-ready AI customer service chatbot for orthopedic clinics built with Next.js 16, LangGraph, OpenAI GPT-4o-mini, RAG (Zilliz Cloud), and full LangSmith observability.

TorshaMajumder /Sentinel-Hub-MAS

Sentinel-Hub: Multi-Agent AI Forensics Framework

katakamkumar8 /HR-Automation-Agent

Multi-agent LangGraph resume screening system with FastAPI, Zilliz, MongoDB, and email automation.

zilliztech /adk-milvus

Milvus-backed memory and retrieval tools for Google Agent Development Kit (ADK).

iGore /symfony-product-finder

A Symfony-based project for managing and displaying products, including features such as data validation, serialization, and console commands. Uses PHP 8.2+ and various Symfony components.

jarodchristiansen /BookLook_Recommendation_Frontend

Next.js frontend for BookLook: semantic book discovery across 2.1M+ titles. Search by title or author, get vector-powered recommendations with explainable "why similar" notes. App Router, TypeScript, Tailwind CSS, Jest/RTL. Backed by a FastAPI + Zilliz Cloud recommendation service.

EshanW313 /LLM-Extractify

End-to-end data ingestion and extraction pipeline that leverages large language models (LLMs) and vector search to transform unstructured web content into structured, query-able knowledge

zilliztech /zilliz-launchpad

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