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FreshmanD 
posted an update 2 days ago
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Hello everyone, We are thrilled to announce that LoongFlow has officially launched: General Agent!

This iteration introduces three major features, bringing the capabilities of intelligent agents to new heights.

1. Claude Agent SDK Deep Integration 📷
* Integrated with Claude Agent SDK: Enhancing the framework’s extensibility
* Seamless integration with the Claude Skills ecosystem, sharing powerful tool capabilities

2. Breakthrough Multi-File System Support 📷
* Say goodbye to single-file limitations: Supports complex system development at a full project level

3. Support for AI Self-Evaluation Mode 📷
* Self-evaluation: Agents can assess the quality of their own solutions, saving you the hassle of building evaluation functions

📷 For more details, check out: https://github.com/baidu-baige/LoongFlow/tree/main/agents/general_agent.

Feel free to try it out, and let us know if you have any questions or feedback! ~
jzhang533 
posted an update 3 days ago
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1144
Baidu + Transformers + Hugging Face = Pure Magic! ✨
We got this nice gift from Hugging Face.
@xianbao
FreshmanD 
posted an update 11 days ago
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Really thanks to the community for their help! LoongFlow now has its first Chinese hands-on video!

Version 2.0 is under intensive development. The next version will support Skills, making it easier for users to create their own expert agents to solve various challenging and complex real-world problems.

Meanwhile, we are also exploring whether we can automatically generate high-quality expert Skills after a task is completed, reducing the difficulty of writing Skills and letting the LoongFlow framework automatically output the best Skills for challenging scenarios!

FreshmanD 
posted an update 18 days ago
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I'm thinking about the next iteration direction for LoongFlow, and I'd appreciate any suggestions. Should we evolve the Claude Code Skills? Or the Agent structure? Or what should we evolve?
huggingface
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FreshmanD 
posted an update 21 days ago
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🥇 23 Kaggle Gold Medals. One Agent Framework.

Introducing LoongFlow: A Thinking & Learning Framework for Expert-Grade AI Agents.

Unlike traditional evolve agents(like OpenEvolve-Style), LoongFlow implements the PES (Plan-Execute-Summary) paradigm to learn from mistakes and avoid local optima.

🚀 Highlights:
* SOTA: Surpassed human mathematicians on 11 geometry/algebra problems.
* 23 Kaggle Gold Medals on MLE Bench.
* Efficiency: 60% more efficient than current baselines.

🔗 Code & Paper:
https://github.com/baidu-baige/LoongFlow
LoongFlow: Directed Evolutionary Search via a Cognitive Plan-Execute-Summarize Paradigm (2512.24077)

#AutoML #Kaggle #Agents #OpenSource #LLM
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jzhang533 
posted an update about 2 months ago