* fix(knowledge): parse the stored artifact, not the document's display name A connector document's `filename` is a display name that deliberately disagrees with the bytes on disk: the sync engine records the source file's name (`Report.pdf`) while storing the text the connector already extracted from it under a `.txt` key, with `mimeType: 'text/plain'`. `processDocumentAsync` discards the processing filename the sync engine computes and rebuilds its input from the document row, so the parser was chosen from the display name and re-parsed extracted text as the source binary. In production that failed 1,379 SharePoint PDFs with `Invalid PDF structure.` and silently double-wrapped 364 spreadsheets — those reported `completed`, wrapping a second fake sheet around the connector's own extraction, because SheetJS accepts almost any input. Parser selection now prefers the extension of the object actually fetched, falling back to the filename/MIME path when the URL is not ours or the key carries no extension a parser claims. Both ingestion paths are honest under that rule because `fitStorageKeyName` preserves extensions through truncation: an upload keys on its original name, a connector document keys on what it stored. This layer is what covers the stuck-document retry sweep, which rebuilds its own input from the same display name — the sweep is the path that reprocesses the already-failed documents, so a fix confined to `processDocumentAsync` would have left the remediation itself broken. The defect predates the connectors that expose it: Box fetches Box-side text representations for `pdf`/`docx`/`xlsx` and stores them under the source name too, so it was latent there before SharePoint and OneDrive reached binary formats. `connectorArtifactFileName` now owns the `.txt` suffix that the parser choice depends on, so the invariant is structural instead of a convention repeated at four call sites per function. * fix(knowledge): raise the connector sync ceiling and tie it to the stale lock A 2,600-document library exhausted the 30-minute budget and the run was killed mid-listing, leaving the connector's `syncing` lock set until the scheduler reclaimed it. Raising the ceiling is not a lone constant, because reclaiming a stale lock flips the connector to `error` and frees it for another sync. A TTL at or below the run ceiling would hand the lock to a successor while the first sync is still writing — two syncs racing the same `(connectorId, externalId)` rows. The previous values, a 1800s run against a hard-coded 120-minute TTL declared in a different file, held that invariant only by coincidence. Both now derive from one another, with a test pinning the margin so the next raise cannot silently break it.
A workspace to build, deploy and manage AI agents and workflows.
Quickstart
Cloud-hosted: sim.ai
Self-hosted
git clone https://github.com/simstudioai/sim.git && cd sim
bun install
bun run 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
bun run setup is an interactive wizard: it provisions the database, generates secrets, writes your .env files, connects a Chat API key, and starts Sim the way you choose:
- Local dev — run from source to contribute or hack on Sim
- Docker Compose — a self-contained instance for testing self-hosting
- Kubernetes (Helm) — deploy to a local cluster
When it finishes, open http://localhost:3000.
Reconfigure an optional capability without rerunning the full wizard:
bun run setup status
bun run setup email
bun run setup storage
bun run setup sandbox
bun run setup jobs
bun run setup cache
bun run setup knowledge
bun run setup llm
bun run setup integration slack
bun run setup status 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 bun run sim status,
which reports whether installed services are running and healthy.
Manage your install with bun run sim:
bun run sim start | stop | restart # bring your install up / down / cycle
bun run sim update # pull/rebuild and apply Compose images
bun run sim status # what's installed and healthy
bun run sim logs # follow logs
bun run sim doctor # diagnose configuration problems
bun run sim down # remove containers (data kept)
bun run sim reset # archive .env and wipe managed data
sim detects how you're running (Docker Compose, local dev, or Kubernetes) and acts accordingly.
Prefer a bare sim? Run bun link once — but note sim lands in ~/.bun/bin, which Homebrew's bun doesn't add to your PATH, so you may need export PATH="$HOME/.bun/bin:$PATH" in your shell profile.
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. bun run 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.




