base on Make websites accessible for AI agents <picture> <source media="(prefers-color-scheme: dark)" srcset="./static/browser-use-dark.png"> <source media="(prefers-color-scheme: light)" srcset="./static/browser-use.png"> <img alt="Shows a black Browser Use Logo in light color mode and a white one in dark color mode." src="./static/browser-use.png" width="full"> </picture> <h1 align="center">Enable AI to control your browser 🤖</h1> [](https://github.com/gregpr07/browser-use/stargazers) [](https://link.browser-use.com/discord) [](https://cloud.browser-use.com) [](https://docs.browser-use.com) [](https://x.com/gregpr07) [](https://x.com/mamagnus00) [](https://app.workweave.ai/reports/repository/org_T5Pvn3UBswTHIsN1dWS3voPg/881458615) 🌐 Browser-use is the easiest way to connect your AI agents with the browser. 💡 See what others are building and share your projects in our [Discord](https://link.browser-use.com/discord)! Want Swag? Check out our [Merch store](https://browsermerch.com). 🌤️ Skip the setup - try our <b>hosted version</b> for instant browser automation! <b>[Try the cloud ☁︎](https://cloud.browser-use.com)</b>. # Quick start With pip (Python>=3.11): ```bash pip install browser-use ``` For memory functionality (requires Python<3.13 due to PyTorch compatibility): ```bash pip install "browser-use[memory]" ``` Install Patchright: ```bash patchright install chromium ``` Spin up your agent: ```python from langchain_openai import ChatOpenAI from browser_use import Agent import asyncio from dotenv import load_dotenv load_dotenv() async def main(): agent = Agent( task="Compare the price of gpt-4o and DeepSeek-V3", llm=ChatOpenAI(model="gpt-4o"), ) await agent.run() asyncio.run(main()) ``` Add your API keys for the provider you want to use to your `.env` file. ```bash OPENAI_API_KEY= ANTHROPIC_API_KEY= AZURE_OPENAI_ENDPOINT= AZURE_OPENAI_KEY= GEMINI_API_KEY= DEEPSEEK_API_KEY= GROK_API_KEY= NOVITA_API_KEY= ``` For other settings, models, and more, check out the [documentation 📕](https://docs.browser-use.com). ### Test with UI You can test [browser-use with a UI repository](https://github.com/browser-use/web-ui) Or simply run the gradio example: ``` uv pip install gradio ``` ```bash python examples/ui/gradio_demo.py ``` # Demos <br/><br/> [Task](https://github.com/browser-use/browser-use/blob/main/examples/use-cases/shopping.py): Add grocery items to cart, and checkout. [](https://www.youtube.com/watch?v=L2Ya9PYNns8) <br/><br/> Prompt: Add my latest LinkedIn follower to my leads in Salesforce.  <br/><br/> [Prompt](https://github.com/browser-use/browser-use/blob/main/examples/use-cases/find_and_apply_to_jobs.py): Read my CV & find ML jobs, save them to a file, and then start applying for them in new tabs, if you need help, ask me.' https://github.com/user-attachments/assets/171fb4d6-0355-46f2-863e-edb04a828d04 <br/><br/> [Prompt](https://github.com/browser-use/browser-use/blob/main/examples/browser/real_browser.py): Write a letter in Google Docs to my Papa, thanking him for everything, and save the document as a PDF.  <br/><br/> [Prompt](https://github.com/browser-use/browser-use/blob/main/examples/custom-functions/save_to_file_hugging_face.py): Look up models with a license of cc-by-sa-4.0 and sort by most likes on Hugging face, save top 5 to file. https://github.com/user-attachments/assets/de73ee39-432c-4b97-b4e8-939fd7f323b3 <br/><br/> ## More examples For more examples see the [examples](examples) folder or join the [Discord](https://link.browser-use.com/discord) and show off your project. # Vision Tell your computer what to do, and it gets it done. ## Roadmap ### Agent - [ ] Improve agent memory (summarize, compress, RAG, etc.) - [ ] Enhance planning capabilities (load website specific context) - [ ] Reduce token consumption (system prompt, DOM state) ### DOM Extraction - [ ] Improve extraction for datepickers, dropdowns, special elements - [ ] Improve state representation for UI elements ### Rerunning tasks - [ ] LLM as fallback - [ ] Make it easy to define workflow templates where LLM fills in the details - [ ] Return playwright script from the agent ### Datasets - [ ] Create datasets for complex tasks - [ ] Benchmark various models against each other - [ ] Fine-tuning models for specific tasks ### User Experience - [ ] Human-in-the-loop execution - [ ] Improve the generated GIF quality - [ ] Create various demos for tutorial execution, job application, QA testing, social media, etc. ## Contributing We love contributions! Feel free to open issues for bugs or feature requests. To contribute to the docs, check out the `/docs` folder. ## Local Setup To learn more about the library, check out the [local setup 📕](https://docs.browser-use.com/development/local-setup). `main` is the primary development branch with frequent changes. For production use, install a stable [versioned release](https://github.com/browser-use/browser-use/releases) instead. --- ## Swag Want to show off your Browser-use swag? Check out our [Merch store](https://browsermerch.com). Good contributors will receive swag for free 👀. ## Citation If you use Browser Use in your research or project, please cite: ```bibtex @software{browser_use2024, author = {Müller, Magnus and Žunič, Gregor}, title = {Browser Use: Enable AI to control your browser}, year = {2024}, publisher = {GitHub}, url = {https://github.com/browser-use/browser-use} } ``` <div align="center"> <img src="https://github.com/user-attachments/assets/06fa3078-8461-4560-b434-445510c1766f" width="400"/> [](https://x.com/gregpr07) [](https://x.com/mamagnus00) </div> <div align="center"> Made with ❤️ in Zurich and San Francisco </div> ", Assign "at most 3 tags" to the expected json: {"id":"12931","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"