Youtu-Agent is a framework for building, running, and evaluating autonomous agents powered by open-source models. It supports capabilities like data analysis, file processing, and deep research, with both experience-based learning and end-to-end reinforcement learning training to enhance agent capabilities. The framework has achieved state-of-the-art performance on benchmarks like WebWalkerQA.