base on AI-powered multi-agent builder  <h2 align="center">Let AI build multi-agent workflows for you in minutes</h2> <h5 align="center"> [Quickstart](#quick-start) | [Docs](https://docs.rowboatlabs.com/) | [Website](https://www.rowboatlabs.com/) | [Discord](https://discord.gg/jHhUKkKHn8) </h5> - ✨ **Start from an idea -> copilot builds your multi-agent workflows** - E.g. "Build me an assistant for a food delivery company to handle delivery status and missing items. Include the necessary tools." - 🌐 **Connect MCP servers** - Add the MCP servers in settings -> import the tools into Rowboat. - 📞 **Integrate into your app using the HTTP API or Python SDK** - Grab the project ID and generated API key from settings and use the API. Powered by OpenAI's Agents SDK, Rowboat is the fastest way to build multi-agents! ## Quick start 1. Set your OpenAI key ```bash export OPENAI_API_KEY=your-openai-api-key ``` 2. Clone the repository and start Rowboat docker ```bash git clone [email protected]:rowboatlabs/rowboat.git cd rowboat docker-compose up --build ``` 3. Access the app at [http://localhost:3000](http://localhost:3000). Note: See the [Using custom LLM providers](https://docs.rowboatlabs.com/setup/#using-custom-llm-providers) section of our docs for using custom providers like OpenRouter and LiteLLM. ## Demo #### Create a multi-agent assistant with MCP tools by chatting with Rowboat [](https://youtu.be/YRTCw9UHRbU) ## Integrate with Rowboat agents There are 2 ways to integrate with the agents you create in Rowboat 1. HTTP API - You can use the API directly at [http://localhost:3000/api/v1/](http://localhost:3000/api/v1/) - See [API Docs](https://docs.rowboatlabs.com/using_the_api/) for details ```bash curl --location 'http://localhost:3000/api/v1/<PROJECT_ID>/chat' \ --header 'Content-Type: application/json' \ --header 'Authorization: Bearer <API_KEY>' \ --data '{ "messages": [ { "role": "user", "content": "tell me the weather in london in metric units" } ], "state": null }' ``` 2. Python SDK You can use the included Python SDK to interact with the Agents ``` pip install rowboat ``` See [SDK Docs](https://docs.rowboatlabs.com/using_the_sdk/) for details. Here is a quick example: ```python from rowboat import Client, StatefulChat from rowboat.schema import UserMessage, SystemMessage # Initialize the client client = Client( host="http://localhost:3000", project_id="<PROJECT_ID>", api_key="<API_KEY>" ) # Create a stateful chat session (recommended) chat = StatefulChat(client) response = chat.run("What's the weather in London?") print(response) # Or use the low-level client API messages = [ SystemMessage(role='system', content="You are a helpful assistant"), UserMessage(role='user', content="Hello, how are you?") ] # Get response response = client.chat(messages=messages) print(response.messages[-1].content) ``` Refer to [Docs](https://docs.rowboatlabs.com/) to learn how to start building agents with Rowboat. ", Assign "at most 3 tags" to the expected json: {"id":"13609","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"