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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.
The Cradle framework is a first attempt at General Computer Control (GCC). Cradle supports agents to ace any computer task by enabling strong reasoning abilities, self-improvment, and skill curation, in a standardized general environment with minimal requirements.
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| 2026-07-24 | 2558 |
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| 2026-08-06 | 2559 |
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# Cradle: Empowering Foundation Agents Towards General Computer Control <div align="center"> [[Website]](https://baai-agents.github.io/Cradle/) [[arXiv]](https://arxiv.org/abs/2403.03186) [[PDF]](https://arxiv.org/pdf/2403.03186) []() []()  </div> The Cradle framework empowers nascent foundation models to perform complex computer tasks via the same unified interface humans use, i.e., screenshots as input and keyboard & mouse operations as output. ## 📢 Updates - 2024-06-27: A major update! Cradle is extened to four games: [RDR2](https://www.rockstargames.com/reddeadredemption2), [Stardew Valley](https://www.stardewvalley.net/), [Cities: Skylines](https://www.paradoxinteractive.com/games/cities-skylines/about), and [Dealer's Life 2](https://abyteentertainment.com/dealers-life-2/) and various software, including but not limited to Chrome, Outlook, Capcut, Meitu and Feishu. We also release our latest [paper](https://arxiv.org/pdf/2403.03186). Check it out! <div align="center">  </div> ## Latest Videos <div align="center"> <a alt="Watch the video" href="https://www.youtube.com/watch?v=fkkSJw1iJJ8"><img src="./docs/envs/images/rdr2/RDR2_story_cover.jpg" width="33%" /></a> <a alt="Watch the video" href="https://www.youtube.com/watch?v=ay5gBqzPcDE"><img src="./docs/envs/images/rdr2/RDR2_openended_cover.jpg" width="33%" /></a> <a alt="Watch the video" href="https://www.youtube.com/watch?v=regULK_60_8"><img src="./docs/envs/images/skylines/cityskyline_video_cover.png" width="33%" /></a> <a alt="Watch the video" href="https://www.youtube.com/watch?v=Kaiz4yJieUk"><img src="./docs/envs/images/stardew/stardew_video_cover.png" width="33%" /></a> <a alt="Watch the video" href="https://www.youtube.com/watch?v=WZiL_0V880M"><img src="./docs/envs/images/dealers/dealer_video_cover.png" width="33%" /></a> <a alt="Watch the video" href="https://www.youtube.com/watch?v=uWgLnZmpVTM"><img src="./docs/envs/images/software/Software_cover.png" width="33%" /></a> </div> Click on either of the video thumbnails above to watch them on YouTube. # 💾 Installation ## Prepare the Environment File We currently provide access to OpenAI's and Claude's API. Please create a `.env` file in the root of the repository to store the keys (one of them is enough). Sample `.env` file containing private information: ``` OA_OPENAI_KEY = "abc123abc123abc123abc123abc123ab" RF_CLAUDE_AK = "abc123abc123abc123abc123abc123ab" # Access Key for Claude RF_CLAUDE_SK = "123abc123abc123abc123abc123abc12" # Secret Access Key for Claude AZ_OPENAI_KEY = "123abc123abc123abc123abc123abc12" AZ_BASE_URL = "https://abc123.openai.azure.com/" RF_CLAUDE_AK = "abc123abc123abc123abc123abc123ab" RF_CLAUDE_SK = "123abc123abc123abc123abc123abc12" IDE_NAME = "Code" ``` OA_OPENAI_KEY is the OpenAI API key. You can get it from the [OpenAI](https://platform.openai.com/api-keys). AZ_OPENAI_KEY is the Azure OpenAI API key. You can get it from the [Azure Portal](https://portal.azure.com/#view/HubsExtension/BrowseResource/resourceType/Microsoft.CognitiveServices%2Faccounts). OA_CLAUDE_KEY is the Anthropic Claude API key. You can get it from the [Anthropic](https://console.anthropic.com/settings/keys). RF_CLAUDE_AK and RF_CLAUDE_SK are AWS Restful API key and secret key for Claude API. IDE_NAME refers to the IDE environment in which the repository's code runs, such as `PyCharm` or `Code` (VSCode). It is primarily used to enable automatic switching between the IDE and the target environment. ## Setup ### Python Environment Please setup your python environment and install the required dependencies as: ```bash # Clone the repository git clone https://github.com/BAAI-Agents/Cradle.git cd Cradle # Create a new conda environment conda create
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Wentao Zhang
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Haochong Xia · Nanyang Technological University
3
Weihao Tan
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1
Ikko Eltociear Ashimine · Japan
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Would you bet a product on this? Bounded 0–100 and slow moving.
matched fp:b612e247906d72f0, topic:large-language-models, topic:llm
matched fp:b612e247906d72f0, topic:vision-language-model, topic:vlm
matched fp:b612e247906d72f0, topic:ai-agent