* refactor: replace hand-rolled utilities and dead code with the shared forms Each of these has a mandated helper or an established accessor in the repo that the site predates or missed. All are behavior-preserving: - `omit()` for the three `Object.fromEntries(Object.entries(x).filter(...))` block-input filters, which also recovers the `Omit<T, K>` typing that `Object.fromEntries` erases to an index signature. - `getErrorMessage()` for the inline `instanceof Error` message ternary. - `getBlock()` for two `getAllBlocks().find((b) => b.type === x)` scans, one of them inside a loop over selected tools. The same file already resolves the same values through `getBlock`. - A memoised `Map` for three `.find()`-by-id scans over the workspace skill list, one of them inside a render `.map()`. - `SELECTOR_SEARCH_STALE` for three copy-pasted `15 * 1000` literals. They are deliberately shorter than `SELECTOR_STALE`, so this is a new named constant rather than a fold into the existing one. - Tailwind classes for the static half of two duplicated anchor styles, keeping only the genuinely dynamic `left`/`top` inline. - Dropped the unused `catch` bindings on three intentional JSON-parse swallows. `panel.tsx`'s run-button gate loses a `TODO`-stubbed `hasValidationErrors = false` and the `isWorkflowBlocked` term built on it. That term was dead twice over: it reduced to `isExecuting`, and the enclosing expression is already guarded by `!isExecuting`. * fix: guard the registry lookups, and scope the search-stale doc to its callers `getBlock` normalizes its argument with `type.replace(...)`, so it throws on `undefined` where the `getAllBlocks().find(...)` it replaced returned `undefined` harmlessly. Both call sites can be reached without a type: `tool-input` reads `state.blocks[blockId]?.type`, which is undefined once the block is deleted while the panel is mounted — and `Record` indexing hides that from the compiler, so it would have thrown during render. `agent-handler`'s `tool.type` is optional and the compiler did catch it. Also index the skill lookup in `resolveSkillsLabel`, which runs a `.find()` inside a `.map()` for every block on the canvas — the case the memoised map in `skill-input` addressed for one component while leaving the hot path. `providers/utils.ts` keeps its `getAllBlocks().find(...)`: it takes the registry as an injected dependency precisely so a client-reachable module never imports it, and reaching for `getBlock` there would cross that boundary. The new constant's doc claimed search-backed selectors take a shorter window. Several still sit on `SELECTOR_STALE`, so it now describes the value its three callers share rather than asserting a rule the tree does not follow. * fix: guard the second registry lookup in tool-input `selectedTools` validates only `value[0]?.type` and then casts the whole array, so a persisted workflow whose later rows lost their `type` yields `undefined` here — the cast is what makes the compiler believe otherwise. `getBlock` normalizes with `type.replace`, so that throws during render.
A workspace to build, deploy and manage AI agents and workflows.
Quickstart
Cloud-hosted: sim.ai
Self-hosted
npx sim-setup
Capabilities
- Connect 1,000+ integrations and every major LLM
- Add Slack, Notion, HubSpot, Salesforce, databases, and more
- Build agents visually, conversationally, or with code
- Ingest files, knowledge bases, and structured table data
- Monitor runs, logs, schedules, and workflow activity
One workspace, every surface
Chat and workflows are just the start — tables, files, and knowledge all live in the same workspace.
Tables — a database, built in |
Files — one store for your team and every agent |
Knowledge — your agents' memory |
Self-hosting
Requirements: Node.js 20+ and Docker.
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.
When it finishes, open http://localhost:3000.
Inside a cloned Sim repository, run bun run sim-setup to unlock the source-only local development and Kubernetes modes.
Reconfigure an optional capability without rerunning the full wizard:
npx sim-setup config
npx sim-setup add email
npx sim-setup add storage
npx sim-setup add sandbox
npx sim-setup add jobs
npx sim-setup add cache
npx sim-setup add knowledge
npx sim-setup add llm
npx sim-setup add integration slack
npx sim-setup config detects the effective local-dev, Docker Compose, or current-context
Helm configuration and reports configured, missing, or invalid capabilities and OAuth
integrations without printing credential values. This is separate from npx sim-setup status,
which reports whether installed services are running and healthy.
Manage your install from its directory:
npx sim-setup start | stop | restart # bring your install up / down / cycle
npx sim-setup update # pull and apply Compose images
npx sim-setup status # what's installed and healthy
npx sim-setup logs # follow logs
npx sim-setup doctor # diagnose configuration problems
npx sim-setup down # remove containers (data kept)
npx sim-setup reset # archive .env and wipe managed data
The setup package detects how you're running and acts accordingly. Use --dir <path> to create or manage a deployment somewhere other than ./sim.
Sim also supports local models via Ollama and vLLM. See the self-hosting docs for details.
Chat API Keys
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.
Environment Variables
See the environment variables reference for the full list, or apps/sim/.env.example for defaults.
Tech Stack
Next.js · Bun · PostgreSQL · Drizzle · Better Auth · Tailwind — and the rest of the stack
- Framework: Next.js (App Router)
- Runtime: Bun
- Database: PostgreSQL with Drizzle ORM
- Authentication: Better Auth
- Schema Validation: Zod
- UI: Shadcn, Tailwind CSS
- Streaming Markdown: Streamdown
- State Management: Zustand, TanStack Query
- Flow Editor: ReactFlow
- Docs: Fumadocs
- Monorepo: Turborepo
- Realtime: Socket.io
- Background Jobs: Trigger.dev
- Remote Code Execution: E2B
- Isolated Code Execution: isolated-vm
Contributing
We welcome contributions! Please see our Contributing Guide for details.
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.




