2026-10 LLM Frameworks 分类最佳 AI 开源项目
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
[EMNLP2025] LightRAG: Simple and Fast Retrieval-Augmented Generation
⚙️🦀 Build modular and scalable LLM Applications in Rust
Open-source framework for building agentic apps in JavaScript, Go, Dart, and Python, built and used in production by Google
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
The fullstack MCP framework to develop MCP Apps for ChatGPT / Claude & MCP Servers for AI Agents.
Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production without rebuilding the stack.
Mastra is the modern TypeScript framework for AI-powered applications and agents.