{"repo":"liweiphys/layra","free":true,"listed":false,"github":"https://github.com/liweiphys/layra","clone":"git clone https://github.com/liweiphys/layra.git","description":"LAYRA—an enterprise-ready, out-of-the-box solution—unlocks next-generation intelligent systems powered by visual RAG and limitless visual multi-step agent workflow orchestration.","language":"TypeScript","stars":897,"topics":["agent","document-parser","knowledge-base","visual-rag","gpt-4o","llm","fastapi","colpali","workflow"],"license":"Apache-2.0","category":"workflow-automation","readme_excerpt":"🌌 LAYRA: Next Generation AI Agent Engine That Sees, Understands & Acts English 简体中文 📢 Click to Expand WeChat Groups 🚀 User Discussion Group 1 💡 Official WeChat Account --- 🚀 New Jina-Embeddings-v4 API support eliminates local GPU requirements LAYRA is the world’s first “visual-native” AI automation engine. It sees documents like a human , preserves layout and graphical elements, and executes arbitrarily complex workflows with full Python control. From vision-driven Retrieval-Augmented Generation (RAG) to multi-step agent workflow orchestration, LAYRA empowers you to build next-generation intelligent systems—no limits, no compromises. Built for Enterprise-Grade deployment, LAYRA features: - 🧑‍💻 Modern Frontend: Built with Next.js 15 (TypeScript) & TailwindCSS 4.0 for a snappy, developer-friendly UI. - ⚡ High-Performance Backend: FastAPI-powered with async integration for Redis, MySQL, MongoDB, Kafka & MinIO – engineered for high concurrency. - 🔩 Decoupled Service Architecture : Independent services deployed in dedicated containers, enabling scaling on demand and fault isolation. - 🎯 Visual-Native Multimodal Document Understanding: Leverages ColQwen 2.5/Jina-Embeddings-v4 to transform documents into semantic vectors stored in Milvus. - 🚀 Powerful Workflow Engine: Construct complex, loop-nested, and debuggable workflows with full Python execution and human-in-the-loop capabilities. --- 📚 Table of Contents - 🖼️ Screenshots - 🚀 Quick Start - 📖 Tutorial Guide - ❓ Why ","default_branch":null,"files":null,"tree":[],"storefront":"/r/liweiphys","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/liweiphys/layra/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}