youtu-agent
Active·★ 4.6k·NOASSERTION·Updated 2026-03-21
★ Trending
A simple yet powerful agent framework that delivers with open-source models
Youtu-Agent is a flexible, high-performance framework for building, running, and evaluating autonomous agents, excelling in tasks like data analysis and deep research using open-source models. It features automated agent generation, continuous experience learning via Training-Free GRPO, and scalable end-to-end reinforcement learning capabilities.
#Agent Framework#LLM#Reinforcement Learning#Automated Tools#Open-source
01
Features
01Verified state-of-the-art performance on benchmarks like WebWalkerQA and GAIA with open-source models.
02Automated Agent Generation with Workflow and Meta-Agent modes, supporting tool code, prompts, and configurations.
03Continuous Experience Learning via the Agent Practice module and Training-Free GRPO for cost-effective improvement.
04Scalable and Stable Agent Reinforcement Learning pipeline with distributed framework integration for efficient training.
05Open-source friendly and cost-aware design optimized for accessible, low-cost deployment without reliance on closed models.
02
Compatibility
OpenAI Agents SDK
Native
Verified via docs
DeepSeek API
Supported
Verified via docs
gpt-oss
Supported
Verified via docs
Ollama
Youtu-Tip
Verified via docs
Agent-Lightning
Integrated
Verified via docs
macOS
Youtu-Tip
Verified via docs
03
Quick start
1
$ git clone https://github.com/TencentCloudADP/youtu-agent.git
04
Use cases
↳Data analysis and report generation.
↳Deep and wide research and literature review.
↳Personal file organization and management.
05
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Comments
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- DDrew BrownMay 26, 2026
The framework stays out of the way; you write agent logic, it handles plumbing.
- EElliot LeeMay 18, 2026
Works well with local open-source models, not locked to proprietary APIs.
- DDakota KimApr 22, 2026
Tested with Llama 3 and Mistral, both work reliably.
- CCorey WhiteApr 13, 2026
Simple API surface — took less than an hour to build a working prototype.