Top AI Repos — open-source AI, indexed and scored
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.
| Date | Stars |
|---|---|
| 2026-07-31 | 630 |
| 2026-08-06 | 630 |
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# Awesome Deep Research Agent We maintain a curated collection of papers exploring the path towards **Deep Research (DR) Agents**, focusing on formulating core concepts and mapping the research landscape. ⌛️ We’re continuously compiling and updating cutting‑edge insights. Feel free to suggest any related work you find valuable! <p align="center"> <img src="assets/agent.webp" width="480px"/> </p> <p align="center"> Build a digital assistant on your screen. Generated by <a href="https://openai.com/index/dall-e-3/">DALL-E-3</a>. </p> 🔥 **WELCOME CONTRIBUTE!** 🔥 This project is actively maintained, and we welcome your contributions. If you have any suggestions, such as missing papers or information, please feel free to open an issue or submit a pull request. ## 📰 News - [2025.09.03] 📄 Updated version of our paper "Deep Research Agents: A Systematic Examination And Roadmap" is now available on ArXiv with expanded analysis and refined research directions! - [2025.06.18] 🚀 Our comprehensive survey "Deep Research Agents: A Systematic Examination And Roadmap" is officially released on ArXiv - providing systematic insights into the current state and future of deepresearch agents! ## 🏗️ Our Works Towards DR Agents ✨✨✨ **[Deep Research Agents: A Systematic Examination And Roadmap](https://arxiv.org/abs/2506.18096)**   # 📚 Awesome Papers <font size=5><center><b> Table of Contents </b> </center></font> 1. [Search Engine Integration](#search-engine-api-vs-browser) 2. [Tool Use](#tool-use) 3. [Architecture & Workflow](#architecture--workflow) - [Static Workflow](#static-workflow) - [Dynamic Single‑Agent Workflow](#dynamic-single-agent-workflow) - [Dynamic Multi‑Agent Workflow](#dynamic-multi-agent-workflow) 4. [Tuning Methods](#tuning-methods) 5. [Industrial Applications](#industrial-applications) 6. [Benchmarks for DR Agents](#benchmarks-for-dr-agents) ## Search Engine Integration <a id="search-engine-api-vs-browser"></a> <details open> <summary>📊 Search Engine · API vs Browser Comparison</summary> | Legend | ✔️ Primary focus | 🟫 Secondary/minor focus | — Not present | | ------ | :--------------: | :----------------------: | :-----------: | | DR Agent | API | Browser | GAIA | HLE | QA | Base Model | | -------------------------------------- | :-: | :-----: | :--: | :-: | -------------------------------------------------------------- | ---------------------------------------------------------------- | | Avatar | 🟫 | — | — | — | Stark | Claude-3-Opus, GPT-4 | | CoSearch-Agent | ✔️ | — | — | — | — | GPT-3.5-turbo | | MMAC-Copilot | ✔️ | — | ✔️ | — | — | GPT-3.5, GPT-4 | | Storm | 🟫 | — | — | — | FreshWiki | GPT-3.5-turbo | | OpenResearcher | ✔️ | — | — | — | Private QA | DeepSeek-V2-Chat | | The AI Scientist | ✔️ | — | — | — | MLE-Bench | GPT-4o, o1-mini, o1-preview | | Gemini DR
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Jialong Wu
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过拟合 · AntGroup · China
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:40edae8257dbf134, llm:Repository name: 'awesome-deep-research-agent' — likely an 'awesome' curated list for deep research agents. No topics, no README provided.
matched fp:40edae8257dbf134, llm:Repository name: 'awesome-deep-research-agent' — likely an 'awesome' curated list for deep research agents. No topics, no README provided.
