Trendshift - Ask AI

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alt="Sim.ai"></a> ### Self-hosted: NPM Package ```bash npx simstudio ``` → http://localhost:3000 #### Note Docker must be installed and running on your machine. #### Options | Flag | Description | |------|-------------| | `-p, --port <port>` | Port to run Sim on (default `3000`) | | `--no-pull` | Skip pulling latest Docker images | ### Self-hosted: Docker Compose ```bash # Clone the repository git clone https://github.com/simstudioai/sim.git # Navigate to the project directory cd sim # Start Sim docker compose -f docker-compose.prod.yml up -d ``` Access the application at [http://localhost:3000/](http://localhost:3000/) #### Using Local Models with Ollama Run Sim with local AI models using [Ollama](https://ollama.ai) - no external APIs required: ```bash # Start with GPU support (automatically downloads gemma3:4b model) docker compose -f docker-compose.ollama.yml --profile setup up -d # For CPU-only systems: docker compose -f docker-compose.ollama.yml --profile cpu --profile setup up -d ``` Wait for the model to download, then visit [http://localhost:3000](http://localhost:3000). Add more models with: ```bash docker compose -f docker-compose.ollama.yml exec ollama ollama pull llama3.1:8b ``` ### Self-hosted: 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:full` in the terminal or use the `sim-start` alias - This starts both the main application and the realtime socket server ### Self-hosted: Manual Setup **Requirements:** - [Bun](https://bun.sh/) runtime - PostgreSQL 12+ with [pgvector extension](https://github.com/pgvector/pgvector) (required for AI embeddings) **Note:** Sim uses vector embeddings for AI features like knowledge bases and semantic search, which requires the `pgvector` PostgreSQL extension. 1. Clone and install dependencies: ```bash git clone https://github.com/simstudioai/sim.git cd sim bun install ``` 2. Set up PostgreSQL with pgvector: You need PostgreSQL with the `vector` extension for embedding support. Choose one option: **Option A: Using Docker (Recommended)** ```bash # Start PostgreSQL with pgvector extension docker run --name simstudio-db \ -e POSTGRES_PASSWORD=your_password \ -e POSTGRES_DB=simstudio \ -p 5432:5432 -d \ pgvector/pgvector:pg17 ``` **Option B: Manual Installation** - Install PostgreSQL 12+ and the pgvector extension - See [pgvector installation guide](https://github.com/pgvector/pgvector#installation) 3. Set up environment: ```bash cd apps/sim cp .env.example .env # Configure with required variables (DATABASE_URL, BETTER_AUTH_SECRET, BETTER_AUTH_URL) ``` Update your `.env` file with the database URL: ```bash DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio" ``` 4. Set up the database (from packages/db): ```bash cd packages/db bunx drizzle-kit migrate --config=./drizzle.config.ts ``` 5. Start the development servers: **Recommended approach - run both servers together (from project root):** ```bash bun run dev:full ``` This starts both the main Next.js application and the realtime socket server required for full functionality. **Alternative - run servers separately:** Next.js app (from project root): ```bash bun run dev ``` Realtime socket server (from `apps/sim` directory in a separate terminal): ```bash cd apps/sim bun run dev:sockets ``` ## Copilot API Keys Copilot is a Sim-managed service. To use Copilot on a self-hosted instance: - Go to https://sim.ai → Settings → Copilot and generate a Copilot API key - Set `COPILOT_API_KEY` environment variable in your self-hosted apps/sim/.env file to that value ## 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/) - **Realtime**: [Socket.io](https://socket.io/) - **Background Jobs**: [Trigger.dev](https://trigger.dev/) - **Remote Code Execution**: [E2B](https://www.e2b.dev/) ## 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. Made with ❤️ by the Sim Team ", 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"

AI prompts