base on Mobile-Agent: The Powerful Mobile Device Operation Assistant Family  <div align="center"> <h3>Mobile-Agent: The Powerful Mobile Device Operation Assistant Family<h3> <div align="center"> <a href="https://huggingface.co/spaces/junyangwang0410/Mobile-Agent"><img src="https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-hf-spaces-sm-dark.svg" alt="Open in Spaces"></a> <a href="https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v2"><img src="assets/Demo-ModelScope-brightgreen.svg" alt="Demo ModelScope"></a> <a href="https://arxiv.org/abs/2401.16158"><img src="https://img.shields.io/badge/Arxiv-2401.16158-b31b1b.svg?logo=arXiv" alt=""></a> <a href="https://arxiv.org/abs/2406.01014 "><img src="https://img.shields.io/badge/Arxiv-2406.01014-b31b1b.svg?logo=arXiv" alt=""></a> </div> <p align="center"> <a href="https://trendshift.io/repositories/7423" target="_blank"><img src="https://trendshift.io/api/badge/repositories/7423" alt="MobileAgent | Trendshift" style="width: 250px; height: 55px;" width="250" height="55"/></a> </p> </div> <div align="center"> <a href="README.md">English</a> | <a href="README_zh.md">简体中文</a> | <a href="README_ja.md">日本語</a> <hr> </div> ## 📺Demo ### Mobile-Agent-v3 (Note: The video is not accelerated) **YouTube** [](https://www.youtube.com/watch?v=EMbIpzqJld0) **Bilibili** [](https://www.bilibili.com/video/BV1pPvyekEsa/?share_source=copy_web&vd_source=47ffcd57083495a8965c8cdbe1a751ae) ### PC-Agent **Chrome and DingTalk** https://github.com/user-attachments/assets/b890a08f-8a2f-426d-9458-aa3699185030 **Word** https://github.com/user-attachments/assets/37f0a0a5-3d21-4232-9d1d-0fe845d0f77d ### Mobile-Agent-v2 https://github.com/X-PLUG/MobileAgent/assets/127390760/d907795d-b5b9-48bf-b1db-70cf3f45d155 ### Mobile-Agent https://github.com/X-PLUG/MobileAgent/assets/127390760/26c48fb0-67ed-4df6-97b2-aa0c18386d31 ## 📢News * 🔥🔥[9.26] Mobile-Agent-v2 has been accepted by **The Thirty-eighth Annual Conference on Neural Information Processing Systems (NeurIPS 2024)**. * 🔥[8.23] We proposed PC-Agent, a **PC** operation assistant supporting both **Mac and Windows** platforms. * 🔥[7.29] Mobile-Agent won the **best demo award** at the ***The 23rd China National Conference on Computational Linguistics*** (CCL 2024). On the CCL 2024, we displayed the upcoming Mobile-Agent-v3. It has smaller memory overhead (8 GB), faster reasoning speed (10s-15s per operation), and all uses open source models. Video demo, please see the last section 📺Demo. * [6.27] We proposed Demo that can upload mobile phone screenshots to experience Mobile-Agent-V2 in [Hugging Face](https://huggingface.co/spaces/junyangwang0410/Mobile-Agent) and [ModelScope](https://modelscope.cn/studios/wangjunyang/Mobile-Agent-v2). You don’t need to configure models and devices, and you can experience it immediately. * [6. 4] Modelscope-Agent has supported Mobile-Agent-V2, based on Android Adb Env, please check in the [application](https://github.com/modelscope/modelscope-agent/tree/master/apps/mobile_agent). * [6. 4] We proposed Mobile-Agent-v2, a mobile device operation assistant with effective navigation via multi-agent collaboration. * [3.10] Mobile-Agent has been accepted by the **ICLR 2024 Workshop on Large Language Model (LLM) Agents**. ## 📱Version * [Mobile-Agent-v3](Mobile-Agent-v3/README.md) * [Mobile-Agent-v2](Mobile-Agent-v2/README.md) - Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration * [Mobile-Agent](Mobile-Agent/README.md) - Autonomous Multi-Modal Mobile Device Agent with Visual Perception ## ⭐Star History [](https://star-history.com/#X-PLUG/MobileAgent&Date) ## 📑Citation If you find Mobile-Agent useful for your research and applications, please cite using this BibTeX: ``` @article{wang2024mobile2, title={Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration}, author={Wang, Junyang and Xu, Haiyang and Jia, Haitao and Zhang, Xi and Yan, Ming and Shen, Weizhou and Zhang, Ji and Huang, Fei and Sang, Jitao}, journal={arXiv preprint arXiv:2406.01014}, year={2024} } @article{wang2024mobile, title={Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception}, author={Wang, Junyang and Xu, Haiyang and Ye, Jiabo and Yan, Ming and Shen, Weizhou and Zhang, Ji and Huang, Fei and Sang, Jitao}, journal={arXiv preprint arXiv:2401.16158}, year={2024} } ``` ## 📦Related Projects * [AppAgent: Multimodal Agents as Smartphone Users](https://github.com/mnotgod96/AppAgent) * [mPLUG-Owl & mPLUG-Owl2: Modularized Multimodal Large Language Model](https://github.com/X-PLUG/mPLUG-Owl) * [Qwen-VL: A Versatile Vision-Language Model for Understanding, Localization, Text Reading, and Beyond](https://github.com/QwenLM/Qwen-VL) * [GroundingDINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detection](https://github.com/IDEA-Research/GroundingDINO) * [CLIP: Contrastive Language-Image Pretraining](https://github.com/openai/CLIP) ", Assign "at most 3 tags" to the expected json: {"id":"7423","tags":[]} "only from the tags list I provide: [{"id":77,"name":"3d"},{"id":89,"name":"agent"},{"id":17,"name":"ai"},{"id":54,"name":"algorithm"},{"id":24,"name":"api"},{"id":44,"name":"authentication"},{"id":3,"name":"aws"},{"id":27,"name":"backend"},{"id":60,"name":"benchmark"},{"id":72,"name":"best-practices"},{"id":39,"name":"bitcoin"},{"id":37,"name":"blockchain"},{"id":1,"name":"blog"},{"id":45,"name":"bundler"},{"id":58,"name":"cache"},{"id":21,"name":"chat"},{"id":49,"name":"cicd"},{"id":4,"name":"cli"},{"id":64,"name":"cloud-native"},{"id":48,"name":"cms"},{"id":61,"name":"compiler"},{"id":68,"name":"containerization"},{"id":92,"name":"crm"},{"id":34,"name":"data"},{"id":47,"name":"database"},{"id":8,"name":"declarative-gui "},{"id":9,"name":"deploy-tool"},{"id":53,"name":"desktop-app"},{"id":6,"name":"dev-exp-lib"},{"id":59,"name":"dev-tool"},{"id":13,"name":"ecommerce"},{"id":26,"name":"editor"},{"id":66,"name":"emulator"},{"id":62,"name":"filesystem"},{"id":80,"name":"finance"},{"id":15,"name":"firmware"},{"id":73,"name":"for-fun"},{"id":2,"name":"framework"},{"id":11,"name":"frontend"},{"id":22,"name":"game"},{"id":81,"name":"game-engine "},{"id":23,"name":"graphql"},{"id":84,"name":"gui"},{"id":91,"name":"http"},{"id":5,"name":"http-client"},{"id":51,"name":"iac"},{"id":30,"name":"ide"},{"id":78,"name":"iot"},{"id":40,"name":"json"},{"id":83,"name":"julian"},{"id":38,"name":"k8s"},{"id":31,"name":"language"},{"id":10,"name":"learning-resource"},{"id":33,"name":"lib"},{"id":41,"name":"linter"},{"id":28,"name":"lms"},{"id":16,"name":"logging"},{"id":76,"name":"low-code"},{"id":90,"name":"message-queue"},{"id":42,"name":"mobile-app"},{"id":18,"name":"monitoring"},{"id":36,"name":"networking"},{"id":7,"name":"node-version"},{"id":55,"name":"nosql"},{"id":57,"name":"observability"},{"id":46,"name":"orm"},{"id":52,"name":"os"},{"id":14,"name":"parser"},{"id":74,"name":"react"},{"id":82,"name":"real-time"},{"id":56,"name":"robot"},{"id":65,"name":"runtime"},{"id":32,"name":"sdk"},{"id":71,"name":"search"},{"id":63,"name":"secrets"},{"id":25,"name":"security"},{"id":85,"name":"server"},{"id":86,"name":"serverless"},{"id":70,"name":"storage"},{"id":75,"name":"system-design"},{"id":79,"name":"terminal"},{"id":29,"name":"testing"},{"id":12,"name":"ui"},{"id":50,"name":"ux"},{"id":88,"name":"video"},{"id":20,"name":"web-app"},{"id":35,"name":"web-server"},{"id":43,"name":"webassembly"},{"id":69,"name":"workflow"},{"id":87,"name":"yaml"}]" returns me the "expected json"