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‎README.md‎

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<p align="center">
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<a href="https://sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Sim-sim.ai-3B3B3B?labelColor=1A1A1A" alt="Sim.ai"></a>
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<a href="https://docs.sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Docs-Read-E6E6E6?labelColor=C3C3C3&color=E6E6E6" alt="Documentation"></a>
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<a href="https://join.slack.com/t/sim-ott9864/shared_invite/zt-43lp8tc5v-0qrrqHGBKUsvQlpoouH~TA" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Slack-Join-E6E6E6?logo=slack&logoColor=1A1A1A&labelColor=C3C3C3&color=E6E6E6" alt="Slack"></a>
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<a href="https://x.com/simdotai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/X-%40simdotai-525252?logo=x&logoColor=white&labelColor=1A1A1A" alt="X"></a>
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</p>
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<p align="center">
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<a href="https://deepwiki.com/simstudioai/sim" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Ask-DeepWiki-E6E6E6?labelColor=C3C3C3&color=E6E6E6" alt="Ask DeepWiki"></a>
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<a href="https://cursor.com/link/prompt?text=Help%20me%20set%20up%20Sim%20locally.%20Follow%20these%20steps%3A%0A%0A1.%20First%2C%20verify%20Docker%20is%20installed%20and%20running%3A%0A%20%20%20docker%20--version%0A%20%20%20docker%20info%0A%0A2.%20Clone%20the%20repository%3A%0A%20%20%20git%20clone%20https%3A%2F%2Fgithub.com%2Fsimstudioai%2Fsim.git%0A%20%20%20cd%20sim%0A%0A3.%20Generate%20required%20secrets%20%28the%20stack%20will%20not%20start%20without%20them%29%3A%0A%20%20%20cat%20%3E%20.env%20%3C%3C%20EOF%0A%20%20%20BETTER_AUTH_SECRET%3D%24%28openssl%20rand%20-hex%2032%29%0A%20%20%20ENCRYPTION_KEY%3D%24%28openssl%20rand%20-hex%2032%29%0A%20%20%20INTERNAL_API_SECRET%3D%24%28openssl%20rand%20-hex%2032%29%0A%20%20%20CRON_SECRET%3D%24%28openssl%20rand%20-hex%2032%29%0A%20%20%20POSTGRES_PASSWORD%3D%24%28openssl%20rand%20-hex%2024%29%0A%20%20%20EOF%0A%0A4.%20Start%20the%20services%20with%20Docker%20Compose%3A%0A%20%20%20docker%20compose%20-f%20docker-compose.prod.yml%20up%20-d%0A%0A4.%20Wait%20for%20all%20containers%20to%20be%20healthy%20(this%20may%20take%201-2%20minutes)%3A%0A%20%20%20docker%20compose%20-f%20docker-compose.prod.yml%20ps%0A%0A5.%20Verify%20the%20app%20is%20accessible%20at%20http%3A%2F%2Flocalhost%3A3000%0A%0AIf%20there%20are%20any%20errors%2C%20help%20me%20troubleshoot%20them.%20Common%20issues%3A%0A-%20Port%203000%20or%203002%20already%20in%20use%0A-%20Docker%20not%20running%0A-%20Insufficient%20memory%20(needs%2012GB%2B%20RAM)%0A%0AFor%20local%20AI%20models%20with%20Ollama%2C%20use%20this%20instead%20of%20step%203%3A%0A%20%20%20docker%20compose%20-f%20docker-compose.ollama.yml%20--profile%20setup%20up%20-d"><img src="https://img.shields.io/badge/Set%20Up%20with-Cursor-E6E6E6?logo=cursor&logoColor=1A1A1A&labelColor=C3C3C3&color=E6E6E6" alt="Set Up with Cursor"></a>
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</p>
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<p align="center">
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<a href="https://sim.ai" target="_blank" rel="noopener noreferrer">
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<img src="apps/sim/public/static/readme-banner.png" alt="Sim — Integrate, Context, Build, and Monitor AI agents" width="100%"/>
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</a>
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</p>
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<p align="center">A workspace to build, deploy and manage AI agents and workflows.</p>
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## Quickstart
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### Cloud-hosted: [sim.ai](https://sim.ai)
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<a href="https://sim.ai" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Open-sim.ai-3B3B3B?labelColor=1A1A1A" alt="Open sim.ai"></a>
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### Self-hosted
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```bash
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npx sim-setup
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```
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### Desktop: [macOS](https://sim.ai/api/desktop/update/download)
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<a href="https://sim.ai/api/desktop/update/download" target="_blank" rel="noopener noreferrer"><img src="https://img.shields.io/badge/Download-macOS-3B3B3B?logo=apple&logoColor=white&labelColor=1A1A1A" alt="Download Sim for macOS"></a>
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macOS 12+, Apple Silicon and Intel. See the [desktop docs](https://docs.sim.ai/desktop) to point it at a self-hosted deployment.
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<p align="center">
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<img src="apps/sim/public/static/readme-platform.png" alt="The Sim platform — chat on the left, the visual workflow builder on the right" width="100%"/>
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</p>
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## Capabilities
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- Connect 1,000+ integrations and every major LLM
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- Add Slack, Notion, HubSpot, Salesforce, databases, and more
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- Build agents visually, conversationally, or with code
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- Ingest files, knowledge bases, and structured table data
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- Monitor runs, logs, schedules, and workflow activity
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## One workspace, every surface
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<p align="center">Chat and workflows are just the start — tables, files, and knowledge all live in the same workspace, in the browser or on your desktop.</p>
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<table>
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<tr>
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<td width="50%" valign="top">
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<img src="apps/sim/public/static/readme-tables.png" alt="Tables in Sim — structured data your agents can query" width="100%"/>
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<p align="center"><b>Tables</b> — a database, built in</p>
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</td>
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<td width="50%" valign="top">
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<img src="apps/sim/public/static/readme-files.png" alt="Files in Sim — documents for your team and every agent" width="100%"/>
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<p align="center"><b>Files</b> — one store for your team and every agent</p>
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</td>
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</tr>
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<tr>
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<td width="50%" valign="top">
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<img src="apps/sim/public/static/readme-knowledge.png" alt="Knowledge bases in Sim — synced docs your agents can search" width="100%"/>
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<p align="center"><b>Knowledge</b> — your agents' memory</p>
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</td>
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<td width="50%" valign="top">
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<img src="apps/sim/public/static/readme-desktop.png" alt="Sim Desktop — Chat on the left, the built-in browser on the right" width="100%"/>
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<p align="center"><b>Desktop</b> — Sim on your Mac, browser and terminal included</p>
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</td>
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</tr>
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</table>
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## Self-hosting
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**Requirements:** [Node.js 20+](https://nodejs.org/) and [Docker](https://www.docker.com/).
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`npx sim-setup` is an interactive wizard that creates a small `sim/` deployment directory, provisions the database, generates secrets, writes `.env`, connects a Chat API key, and starts the published Sim images with Docker Compose. It does not clone the repository.
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When it finishes, open [http://localhost:3000](http://localhost:3000).
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Inside a cloned Sim repository, run `bun run sim-setup` to unlock the source-only local development and Kubernetes modes.
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Reconfigure an optional capability without rerunning the full wizard:
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```bash
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npx sim-setup config
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npx sim-setup add email
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npx sim-setup add storage
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npx sim-setup add sandbox
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npx sim-setup add jobs
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npx sim-setup add cache
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npx sim-setup add knowledge
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npx sim-setup add chat
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npx sim-setup add llm
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npx sim-setup add integration slack
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```
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`npx sim-setup config` detects the effective local-dev, Docker Compose, or current-context
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Helm configuration and reports configured, missing, or invalid capabilities and OAuth
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integrations without printing credential values. This is separate from `npx sim-setup status`,
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which reports whether installed services are running and healthy.
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Manage your install from its directory:
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```bash
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npx sim-setup start | stop | restart # bring your install up / down / cycle
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npx sim-setup update # pull and apply Compose images
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npx sim-setup status # what's installed and healthy
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npx sim-setup logs # follow logs
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npx sim-setup doctor # diagnose configuration problems
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npx sim-setup down # remove containers (data kept)
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npx sim-setup reset # archive .env and wipe managed data
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```
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The setup package detects how you're running and acts accordingly. Use `--dir <path>` to create or manage a deployment somewhere other than `./sim`.
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Sim also supports local models via [Ollama](https://ollama.ai) and [vLLM](https://docs.vllm.ai/). See the [self-hosting docs](https://docs.sim.ai/self-hosting/docker) for details.
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## Chat API Keys
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Chat is a Sim-managed service. `npx sim-setup` connects a Chat API key for you — sign in when it opens your browser and the key is stored automatically. To view, create, or revoke keys later, go to [sim.ai/selfhost/settings/chat-keys](https://sim.ai/selfhost/settings/chat-keys).
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## Environment Variables
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See the [environment variables reference](https://docs.sim.ai/self-hosting/environment-variables) for the full list, or [`apps/sim/.env.example`](apps/sim/.env.example) for defaults.
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## Tech Stack
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<details>
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<summary>Next.js · Bun · PostgreSQL · Drizzle · Better Auth · Tailwind — and the rest of the stack</summary>
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- **Framework**: [Next.js](https://nextjs.org/) (App Router)
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- **Runtime**: [Bun](https://bun.sh/)
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- **Database**: PostgreSQL with [Drizzle ORM](https://orm.drizzle.team)
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- **Authentication**: [Better Auth](https://better-auth.com)
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- **Schema Validation**: [Zod](https://zod.dev)
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- **UI**: [Shadcn](https://ui.shadcn.com/), [Tailwind CSS](https://tailwindcss.com)
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- **Streaming Markdown**: [Streamdown](https://github.com/vercel/streamdown)
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- **State Management**: [Zustand](https://zustand-demo.pmnd.rs/), [TanStack Query](https://tanstack.com/query)
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- **Flow Editor**: [ReactFlow](https://reactflow.dev/)
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- **Docs**: [Fumadocs](https://fumadocs.vercel.app/)
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- **Monorepo**: [Turborepo](https://turborepo.org/)
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- **Realtime**: [Socket.io](https://socket.io/)
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- **Background Jobs**: [Trigger.dev](https://trigger.dev/)
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- **Remote Code Execution**: [E2B](https://www.e2b.dev/)
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- **Isolated Code Execution**: [isolated-vm](https://github.com/laverdet/isolated-vm)
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</details>
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## Contributing
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We welcome contributions! Please see our [Contributing Guide](.github/CONTRIBUTING.md) for details.
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## License
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This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.
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<p align="center">
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<img src="apps/sim/public/static/readme-built-by-sim-team.png" alt="Built by the Sim team in San Francisco" width="100%"/>
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</p>

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