2025年12月11日热门开源项目

BettaFish

项目地址:https://github.com/666ghj/BettaFish
热度: ⭐️32,318 | 〽️6,211
语言: Python
描述: 微舆:人人可用的多Agent舆情分析助手,打破信息茧房,还原舆情原貌,预测未来走向,辅助决策!从0实现,不依赖任何框架。

generative-ai-for-beginners

项目地址:https://github.com/microsoft/generative-ai-for-beginners
热度: ⭐️103,439 | 〽️54,907
语言: Jupyter Notebook
描述: 21 Lessons, Get Started Building with Generative AI

ML-For-Beginners

项目地址:https://github.com/microsoft/ML-For-Beginners
热度: ⭐️81,294 | 〽️19,058
语言: Jupyter Notebook
描述: 12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

ragflow

项目地址:https://github.com/infiniflow/ragflow
热度: ⭐️69,396 | 〽️7,528
语言: Python
描述: RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs

goose

项目地址:https://github.com/block/goose
热度: ⭐️23,374 | 〽️2,110
语言: Rust
描述: an open source, extensible AI agent that goes beyond code suggestions – install, execute, edit, and test with any LLM

VibeVoice

项目地址:https://github.com/microsoft/VibeVoice
热度: ⭐️17,003 | 〽️1,853
语言: Python
描述: Open-Source Frontier Voice AI

dyad

项目地址:https://github.com/dyad-sh/dyad
热度: ⭐️18,229 | 〽️2,007
语言: TypeScript
描述: Free, local, open-source AI app builder ✨ v0 / lovable / Bolt alternative 🌟 Star if you like it!

open-notebook

项目地址:https://github.com/lfnovo/open-notebook
热度: ⭐️14,030 | 〽️1,412
语言: TypeScript
描述: An Open Source implementation of Notebook LM with more flexibility and features

agents.md

项目地址:https://github.com/agentsmd/agents.md
热度: ⭐️9,488 | 〽️751
语言: TypeScript
描述: AGENTS.md — a simple, open format for guiding coding agents

hello-agents

项目地址:https://github.com/datawhalechina/hello-agents
热度: ⭐️7,004 | 〽️788
语言: Python
描述: 📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

adk-samples

项目地址:https://github.com/google/adk-samples
热度: ⭐️7,335 | 〽️2,026
语言: Python
描述: A collection of sample agents built with Agent Development Kit (ADK)

kaiju

项目地址:https://github.com/KaijuEngine/kaiju
热度: ⭐️2,765 | 〽️89
语言: Go
描述: General purpose 3D and 2D game engine using Go (golang) and Vulkan with built in editor

claude-mem

项目地址:https://github.com/thedotmack/claude-mem
热度: ⭐️2,693 | 〽️169
语言: JavaScript
描述: A Claude Code plugin that automatically captures everything Claude does during your coding sessions, compresses it with AI (using Claude’s agent-sdk), and injects relevant context back into future sessions.

vibesdk

项目地址:https://github.com/cloudflare/vibesdk
热度: ⭐️4,126 | 〽️961
语言: TypeScript
描述: An open-source vibe coding platform that helps you build your own vibe-coding platform, built entirely on Cloudflare stack

总结

本次整理的开源项目主要集中在AI智能体、机器学习和舆情分析领域。BettaFish以超3万星位列榜首,而微软提供的生成式AI入门教程则以10万+星成为最具人气的教程项目。这些项目展现了开源社区在AI前沿领域的活跃发展。

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