base on Sim Studio is an open-source AI agent workflow builder. Sim Studio's interface is a lightweight, intuitive way to quickly build and deploy LLMs that connect with your favorite tools. <p align="center"> <img src="apps/sim/public/static/sim.png" alt="Sim Studio Logo" width="500"/> </p> <p align="center"> <a href="https://www.apache.org/licenses/LICENSE-2.0"><img src="https://img.shields.io/badge/License-Apache%202.0-blue.svg" alt="License: Apache-2.0"></a> <a href="https://discord.gg/Hr4UWYEcTT"><img src="https://img.shields.io/badge/Discord-Join%20Server-7289DA?logo=discord&logoColor=white" alt="Discord"></a> <a href="https://x.com/simstudioai"><img src="https://img.shields.io/twitter/follow/simstudioai?style=social" alt="Twitter"></a> <a href="https://github.com/simstudioai/sim/pulls"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs welcome"></a> <a href="https://docs.simstudio.ai"><img src="https://img.shields.io/badge/Docs-visit%20documentation-blue.svg" alt="Documentation"></a> </p> <p align="center"> <strong>Sim Studio</strong> is a lightweight, user-friendly platform for building AI agent workflows. </p> <p align="center"> <img src="apps/sim/public/static/demo.gif" alt="Sim Studio Demo" width="800"/> </p> ## Getting Started 1. Use our [cloud-hosted version](https://simstudio.ai) 2. Self-host using one of the methods below ## Self-Hosting Options ### Option 1: NPM Package (Simplest) The easiest way to run Sim Studio locally is using our [NPM package](https://www.npmjs.com/package/simstudio?activeTab=readme): ```bash npx simstudio ``` After running these commands, open [http://localhost:3000/](http://localhost:3000/) in your browser. #### Options - `-p, --port <port>`: Specify the port to run Sim Studio on (default: 3000) - `--no-pull`: Skip pulling the latest Docker images #### Requirements - Docker must be installed and running on your machine ### Option 2: Docker Compose ```bash # Clone the repository git clone https://github.com/simstudioai/sim.git # Navigate to the project directory cd sim # Start Sim Studio docker compose -f docker-compose.prod.yml up -d ``` Access the application at [http://localhost:3000/](http://localhost:3000/) #### Using Local Models To use local models with Sim Studio: 1. Pull models using our helper script: ```bash ./apps/sim/scripts/ollama_docker.sh pull <model_name> ``` 2. Start Sim Studio with local model support: ```bash # With NVIDIA GPU support docker compose --profile local-gpu -f docker-compose.ollama.yml up -d # Without GPU (CPU only) docker compose --profile local-cpu -f docker-compose.ollama.yml up -d # If hosting on a server, update the environment variables in the docker-compose.prod.yml file to include the server's public IP then start again (OLLAMA_URL to i.e. http://1.1.1.1:11434) docker compose -f docker-compose.prod.yml up -d ``` ### Option 3: Dev Containers 1. Open VS Code with the [Remote - Containers extension](https://marketplace.visualstudio.com/items?itemName=ms-vscode-remote.remote-containers) 2. Open the project and click "Reopen in Container" when prompted 3. Run `bun run dev` in the terminal or use the `sim-start` alias ### Option 4: Manual Setup 1. Clone and install dependencies: ```bash git clone https://github.com/simstudioai/sim.git cd sim bun install ``` 2. Set up environment: ```bash cd apps/sim cp .env.example .env # Configure with required variables (DATABASE_URL, BETTER_AUTH_SECRET, BETTER_AUTH_URL) ``` 3. Set up the database: ```bash bunx drizzle-kit push ``` 4. Start the development server: ```bash bun run dev ``` ## Tech Stack - **Framework**: [Next.js](https://nextjs.org/) (App Router) - **Runtime**: [Bun](https://bun.sh/) - **Database**: PostgreSQL with [Drizzle ORM](https://orm.drizzle.team) - **Authentication**: [Better Auth](https://better-auth.com) - **UI**: [Shadcn](https://ui.shadcn.com/), [Tailwind CSS](https://tailwindcss.com) - **State Management**: [Zustand](https://zustand-demo.pmnd.rs/) - **Flow Editor**: [ReactFlow](https://reactflow.dev/) - **Docs**: [Fumadocs](https://fumadocs.vercel.app/) - **Monorepo**: [Turborepo](https://turborepo.org/) ## Contributing We welcome contributions! Please see our [Contributing Guide](.github/CONTRIBUTING.md) for details. ## License This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details. <p align="center">Made with ❤️ by the Sim Studio Team</p>", Assign "at most 3 tags" to the expected json: {"id":"13848","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"