{"repo":"TencentCloudADP/youtu-agent","free":true,"listed":false,"github":"https://github.com/TencentCloudADP/youtu-agent","clone":"git clone https://github.com/TencentCloudADP/youtu-agent.git","description":"A simple yet powerful agent framework that delivers with open-source models","language":"Python","stars":4601,"topics":["agent-framework","agents","openai-agents","python"],"license":null,"category":"ai-agents","readme_excerpt":"Youtu-Agent: Scaling Agent Productivity with Automated Generation and Hybrid Policy Optimization 中文 日本語 🌟 Performance 💡 Examples ✨ Features 🚀 Getting Started 📢 Join Discord or WeChat Youtu-Agent is a flexible, high-performance framework for building, running, and evaluating autonomous agents. Beyond topping the benchmarks, this framework delivers powerful agent capabilities, e.g. data analysis, file processing, and deep research, all with open-source models. Additionally, the framework supports experience-based learning and end-to-end RL training to enhance agent capabilities. Key highlights: - Verified performance : Achieves state-of-the-art performance on WebWalkerQA (71.47%) and GAIA (72.8%) using purely open-weight models (e.g., DeepSeek-V3 ), establishing a strong open-source baseline. - Automated Agent Generation : Introduces two paradigms: a Workflow mode for standard tasks and a Meta-Agent mode for complex requirements. The framework supports automated generation of tool code, prompts, and configurations, achieving over 81% tool synthesis success rate. - Continuous Experience Learning : The Agent Practice module enables low-cost continuous evolution via Training-Free GRPO. Agents accumulate experience and improve performance (e.g., +5.4% on AIME 2025) through in-context optimization without parameter updates. - Scalable and Stable Agent RL : The Agent RL module provides a complete pipeline for end-to-end reinforcement learning. By integrating with distributed fram","default_branch":null,"files":null,"tree":[],"storefront":"/r/TencentCloudADP","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/TencentCloudADP/youtu-agent/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."}