⚡FlashRAG: A Python Toolkit for Efficient RAG Research (WWW2025 Resource)
AI 开源项目
精选 GitHub 上值得关注的 AI 开源项目：大模型、智能体、RAG、本地部署、图像与语音……共收录 1037 个。
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全部 1037🧠 大语言模型 25🤖 AI 智能体 160🧩 应用开发平台 23📚 RAG 与知识库 47💬 聊天界面与客户端 42🖥️ 本地推理与部署 85👨💻 AI 编程 95🛠️ 开发框架与 SDK 46🔌 MCP 与工具生态 35🎨 图像生成 25🎬 视频生成 18🎙️ 语音与音频 43👁️ 计算机视觉 27📄 文档解析与抓取 25🗄️ 向量数据库 25🏋️ 训练微调与 MLOps 74🧪 评测·观测·安全 81🚪 API 网关与代理 12🔎 搜索与深度研究 15⚙️ 深度学习基础库 57🏷️ 数据与标注 29🔬 行业与科研 AI 34⚡ 效率工具 14
A library for accelerating Transformer models on NVIDIA GPUs, including using 8-bit and 4-bit floating point (FP8 and FP4) precision on Hopper, Ada and Blackwell GPUs, to provide better performance with lower memory util
Synthetic data generation for tabular data
DeepResearchAgent is a hierarchical multi-agent system designed not only for deep research tasks but also for general-purpose task solving. The framework leverages a top-level planning agent to coordinate multiple specia
开源的 AI 搜索引擎，可本地或云端模型驱动。
A streamlined and customizable framework for efficient large model (LLM, VLM, AIGC) evaluation and performance benchmarking.
🚀 Accelerate inference and training of 🤗 Transformers, Diffusers, TIMM and Sentence Transformers with easy to use hardware optimization tools
TextAttack 🐙 is a Python framework for adversarial attacks, data augmentation, and model training in NLP https://textattack.readthedocs.io/en/master/
MTEB: State-of-the-art evaluation of embeddings across languages and modalities
Build production-ready AI agents in both Python and Typescript.
Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verified research papers.
Open-source pipeline for rewriting AI-generated text into natural human prose. Need it in your app? Try the Lynote Humanizer API → lynote.ai/ai-humanizer-api
A practical, open-source guide to mastering WorkBuddy through real-world workflows.开源的 WorkBuddy 实战蓝皮书：教程、真实工作流、Skills、MCP、自动化与多智能体实践。
II-Agent: a new open-source framework to build and deploy intelligent agents
Open-source inference server and production cluster for all the models your agent needs.
Laminar - open-source observability platform purpose-built for AI agents. YC S24.
Switchyard lets LLM applications route traffic across models and providers while preserving native OpenAI and Anthropic API compatibility - enabling flexible model selection, benchmarking, and cost/performance optimizati
Run Claude Code 100% on-device with local AI on Apple Silicon. MLX-native Anthropic-API server. 6 fighters incl. Muse-Glimmer 30B (now multimodal — reads images, abliterated), Gemma 4 31B, Qwen 3.5 122B (65 tok/s), DeepS
An open-source background agents coding system
Bonsai Demo
Open-source deep-learning framework for building, training, and fine-tuning deep learning models using state-of-the-art Physics-ML methods
Leaderboard Comparing LLM Performance at Producing Hallucinations when Summarizing Short Documents
JAX-based neural network library
A single Gradio + React WebUI with extensions for ACE-Step, OmniVoice, Kimi Audio, Piper TTS, GPT-SoVITS, CosyVoice, XTTSv2, DIA, Kokoro, OpenVoice, ParlerTTS, Stable Audio, MMS, StyleTTS2, MAGNet, AudioGen, MusicGen, To