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Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
Top AI Repos tracks AI repositories on GitHub and answers two different questions about each one: is it moving right now, and would you bet a product on it.
๐ Search-o1: Agentic Search-Enhanced Large Reasoning Models [EMNLP 2025]
| Date | Stars |
|---|---|
| 2026-07-24 | 1240 |
| 2026-07-25 | 1240 |
| 2026-07-28 | 1240 |
| 2026-07-30 | 1240 |
| 2026-07-31 | 1240 |
| 2026-08-06 | 1240 |
Today
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<h1 align="center"> ๐ Search-o1: Agentic Search-Enhanced</br> Large Reasoning Models</a></h1>
<div align="center">
[](https://search-o1.github.io/)
[](https://arxiv.org/abs/2501.05366)
[](https://opensource.org/licenses/MIT)
[](https://www.python.org/downloads/release/python-390/)
[](https://x.com/_akhaliq/status/1877584951840764166?t=fnbTblnqhiPtAyYr1PHbbw&s=19)
</div>
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<h5 align="center"> If you like our project, please give us a star โญ on GitHub for the latest update.</h5>
## ๐ฃ Latest News
- **08/21/2025**: ๐ Search-o1 is accepted by EMNLP 2025 main conference!
- **05/01/2025**: ๐ **Our new framework WebThinker is available**, which empowers reasoning models with **deep research** capability. You can access the [Github Repo](https://github.com/RUC-NLPIR/WebThinker) and the [Paper](https://arxiv.org/abs/2504.21776).
- **01/10/2025**: The brief introduction of our Search-o1 can be found on platforms like [X](https://x.com/_akhaliq/status/1877584951840764166?t=fnbTblnqhiPtAyYr1PHbbw&s=19), [Zhihu](https://zhuanlan.zhihu.com/p/17527068532), and [WeChat](https://mp.weixin.qq.com/s/J_n5cn_Zp4lRs8ESqFEFmg).
- **01/10/2025**: The paper for Search-o1 is available. You can access it on [arXiv](https://arxiv.org/abs/2501.05366), [alphaXiv](https://www.alphaxiv.org/abs/2501.05366) and [HF-paper](https://huggingface.co/papers/2501.05366).
- **01/06/2025**: The homepage for Search-o1 is available. You can access it [here](https://search-o1.github.io/).
- **01/05/2025**: The code for Search-o1 has been released. You can now apply Search-o1 to enhance your large reasoning models.
## โ๏ธ To Do List
- [ ] Add results of Search-o1 with different backbone reasoning models like [Sky-T1](https://novasky-ai.github.io/posts/sky-t1) and [DeepSeek-R1](https://github.com/deepseek-ai/DeepSeek-R1).
- [ ] Train the reasoning models to better utilize search tool.
- [ ] Add more tools (e.g., calculators, code interpreters, ...) to further improve the capabilities of reasoning models.
## ๐ก Overview
Large Reasoning Models (LRMs) like OpenAI's o1 have showcased remarkable long stepwise reasoning capabilities through large-scale reinforcement learning. Despite their strengths, these models often encounter knowledge insufficiencies during prolonged reasoning processes, resulting in frequent uncertainties and potential errors, as shown in the following figure.
<p align="center">
<img src="Excerpt of 11,091 characters
Read on GitHubXiaoxi Li ยท Renmin University of China ยท China
38
KABI ยท Renmin University of China (RUC) ยท China
25
21
Haidong Xin ยท ModelBest Inc. ยท China
1
Would you bet a product on this? Bounded 0โ100 and slow moving.
matched fp:ce54430f3599c576, topic:rag