Meta 的生成式 AI 应用标准化接口与参考实现。
🛠️ 开发框架与 SDK
LangChain、LlamaIndex、DSPy 等构建 LLM 应用的框架
全部 1047🧠 大语言模型 25🤖 AI 智能体 164🧩 应用开发平台 23📚 RAG 与知识库 46💬 聊天界面与客户端 42🖥️ 本地推理与部署 87👨💻 AI 编程 97🛠️ 开发框架与 SDK 48🔌 MCP 与工具生态 36🎨 图像生成 26🎬 视频生成 18🎙️ 语音与音频 44👁️ 计算机视觉 26📄 文档解析与抓取 24🗄️ 向量数据库 25🏋️ 训练微调与 MLOps 76🧪 评测·观测·安全 80🚪 API 网关与代理 12🔎 搜索与深度研究 13⚙️ 深度学习基础库 54🏷️ 数据与标注 31🔬 行业与科研 AI 36⚡ 效率工具 14
Automated Machine Learning with scikit-learn
Flower: A Friendly Federated AI Framework
Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google
Prompt Engineering | Prompt Versioning | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research
The Ruby-native AI framework. Chats, agents, tools, images, audio, and video through one consistent API, in plain Ruby or Rails.
FEDML - The unified and scalable ML library for large-scale distributed training, model serving, and federated learning. FEDML Launch, a cross-cloud scheduler, further enables running any AI jobs on any GPU cloud or on-p
Fully customizable AI chatbot component for your website
Cortex - Generates interactive API documentation, typed SDKs, and MCP servers from OpenAPI, AsyncAPI, GraphQL, gRPC, OpenRPC, and Markdown.
A python library for decision tree visualization and model interpretation.
Multi-framework streaming Markdown renderers for AI apps: Vue/Nuxt, React/Next.js, Svelte, and Angular, with Mermaid, KaTeX, stream-diffs code blocks, safe HTML, and low-jitter updates.
The pretty much "official" DSPy framework for Typescript
An open-source data logging library for machine learning models and data pipelines. 📚 Provides visibility into data quality & model performance over time. 🛡️ Supports privacy-preserving data collection, ensuring safety
模块化 Python 框架，用于构建带记忆与工具的 AI 工作流。
An open-source framework for machine learning and other computations on decentralized data.
ContextGem: Effortless LLM extraction from documents
Build LLM-powered applications in Ruby
A neurosymbolic perspective on LLMs
The React library for LLMs
An autoML framework & toolkit for machine learning on graphs.
A high-performance ML model serving framework, offers dynamic batching and CPU/GPU pipelines to fully exploit your compute machine
Automated modeling and machine learning framework FEDOT
Open framework for confidential AI