base on AI-powered multi-agent builder 
<h2 align="center">Let AI build multi-agent workflows for you in minutes</h2>
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<p align="center">
ā” Build AI agents instantly with natural language | š Connect tools with one-click integrations | š Power with knowledge by adding documents for RAG | š Automate workflows by setting up triggers and actions | š Deploy anywhere via API or SDK<br><br>
āļø Prefer a hosted version? Use our <b><a href="https://rowboatlabs.com">cloud</a></b> to starting building agents right away!
</p>
## Quick start
1. Set your OpenAI key
```bash
export OPENAI_API_KEY=your-openai-api-key
```
2. Clone the repository and start Rowboat (requires Docker)
```bash
git clone
[email protected]:rowboatlabs/rowboat.git
cd rowboat
./start.sh
```
3. Access the app at [http://localhost:3000](http://localhost:3000).
To add tools, RAG, more LLMs, and triggers checkout the [Advanced](#advanced) section below.
## Demos
#### Meeting-prep assistant
Chat with the copilot to build a meeting-prep workflow, then add a calendar invite as a trigger. Watch the full demo [here](https://youtu.be/KZTP4xZM2DY).
[](https://youtu.be/KZTP4xZM2DY)
#### Customer support assistant
Chat with the copilot to build a customer support assistant, then connect your MCP server, and data for RAG. Watch the full demo [here](https://youtu.be/Xfo-OfgOl8w).
[](https://youtu.be/Xfo-OfgOl8w)
#### Personal assistant
Chat with the copilot to build a personal assistant. Watch the full demo [here](https://youtu.be/6r7P4Vlcn2g).
[](https://youtu.be/6r7P4Vlcn2g)
## Advanced
1. Native RAG Support: Enable file uploads and URL scraping with Rowboat's built-in RAG capabilities ā see [RAG Guide](https://docs.rowboatlabs.com/docs/using-rowboat/rag).
2. Custom LLM Providers: Use any LLM provider, including aggregators like OpenRouter and LiteLLM - see [Using more LLM providers](https://docs.rowboatlabs.com/docs/using-rowboat/customise/custom-llms).
3. Tools & Triggers: Add tools and event triggers (e.g., Gmail, Slack) for automation ā see [Tools](https://docs.rowboatlabs.com/docs/using-rowboat/tools) & [Triggers](https://docs.rowboatlabs.com/docs/using-rowboat/triggers).
4. API & SDK: Integrate Rowboat agents directly into your app ā see [API](https://docs.rowboatlabs.com/docs/api-sdk/using_the_api) & [SDK](https://docs.rowboatlabs.com/docs/api-sdk/using_the_sdk) docs.
##
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"