* fix(onepassword): validate integration against API docs, add file downloads
- add onepassword_get_item_file tool + route for downloading item file
attachments (SDK items.files.read / Connect files/{id}/content), backed
by newly-exposed item.files metadata on get/create/replace/update item
- fix update_item JSON Patch applying array indices instead of 1Password's
documented field-ID addressing (/fields/{fieldId}/...), which silently
dropped field edits in Service Account mode
- fix Service Account mode's list-vaults/list-items filter to honor SCIM
`eq` exact-match semantics instead of always substring-matching
- expand the create-item category dropdown from 9 to 19 real, creatable
1Password categories (was missing SOFTWARE_LICENSE, EMAIL_ACCOUNT,
MEMBERSHIP, PASSPORT, REWARD_PROGRAM, DRIVER_LICENSE, BANK_ACCOUNT,
MEDICAL_RECORD, OUTDOOR_LICENSE, WIRELESS_ROUTER, SOCIAL_SECURITY_NUMBER)
- replace the block's single opaque `response: json` output with typed,
per-operation output fields matching repo convention
- remove incorrect password-masking on the Vault ID field (not a secret)
- re-export tool types from the onepassword barrel
* fix(onepassword): honor SCIM attribute name in filter matcher
matchesFilter always compared against name/title regardless of the
attribute named in the eq expression, so `id eq "..."` incorrectly
matched against the display name instead of the id.
* fix(onepassword): close output-parity and doc-string gaps from final audit
- restore a deprecated no-op 'response' output so pre-existing saved
workflows referencing it fail soft (empty) instead of hard-erroring
now that per-operation outputs replace it
- add missing block outputs (urls, favorite, version, state,
lastEditedBy) for get/create/replace/update item so all real
FULL_ITEM fields are discoverable as <Block.field> references
- hide Connect Server credential fields for Resolve Secret (Service
Account only) instead of leaving them selectable and silently ignored
- correct two doc-string enum lists that advertised values the API
doesn't return (vault type TRANSFER, item state DELETED)
* fix(onepassword): fix silent data loss in update_item (Service Account mode)
update_item applied user JSON Patch ops (documented/typed against the
Connect-shaped vocabulary get_item returns: label/type/section.id)
directly onto the raw SDK item, whose vocabulary differs (title/
fieldType/sectionId, and SDK category enum strings vs Connect's
SCREAMING_SNAKE_CASE). Most patches beyond /title, /tags/-, and
/fields/{id}/value silently no-opped or could corrupt the item while
still reporting success.
Extracted the Connect->SDK item conversion already used by replace_item
into a shared connectItemToSdkItem helper. update_item now normalizes
the fetched item to Connect shape, applies patches to that, then
converts back before calling items.put() -- matching create/replace's
existing translation pattern.
Found via an adversarial final-verification pass that traced concrete
patch operations by hand against the SDK's actual field vocabulary.
* fix(onepassword): preserve field metadata and empty-title fallback
connectItemToSdkItem rebuilt every field as a bare object, dropping
SDK-only metadata (e.g. password-generation details) that a raw
patch/replace previously left untouched. Now merges onto the existing
SDK field by id before applying the translated properties, and only
starts fields bare when they're genuinely new.
Also restored the || (not ??) fallback on title to match replace_item's
prior behavior of treating an explicitly empty title as "not provided".
A workspace to build, deploy and manage AI agents and workflows.
Quickstart
Cloud-hosted: sim.ai
Self-hosted
npx simstudio
Docker must be installed and running. Use -p, --port <port> to run Sim on a different port, or --no-pull to skip pulling the latest Docker images.
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, knowledge, and scheduled tasks all live in the same workspace.
Tables — a database, built in |
Files — one store for your team and every agent |
Knowledge — your agents' memory |
Scheduled tasks — runs on your schedule |
Self-hosting
Docker Compose
git clone https://github.com/simstudioai/sim.git && cd sim
docker compose -f docker-compose.prod.yml up -d
Sim also supports local models via Ollama and vLLM. See the Docker self-hosting docs for setup details.
Manual Setup
Requirements: Bun, Node.js v20+, PostgreSQL 12+ with pgvector
- Clone and install:
git clone https://github.com/simstudioai/sim.git
cd sim
bun install
bun run prepare # Set up pre-commit hooks
- Set up PostgreSQL with pgvector:
docker run --name simstudio-db -e POSTGRES_PASSWORD=your_password -e POSTGRES_DB=simstudio -p 5432:5432 -d pgvector/pgvector:pg17
Or install manually via the pgvector guide.
- Configure environment:
cp apps/sim/.env.example apps/sim/.env
# Create your secrets
perl -i -pe "s/your_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_internal_api_secret/$(openssl rand -hex 32)/" apps/sim/.env
perl -i -pe "s/your_api_encryption_key/$(openssl rand -hex 32)/" apps/sim/.env
# DB configs for migration
cp packages/db/.env.example packages/db/.env
# Edit both .env files to set DATABASE_URL="postgresql://postgres:your_password@localhost:5432/simstudio"
- Run migrations:
cd packages/db && bun run db:migrate
- Start development servers:
bun run dev:full # Starts Next.js app and realtime socket server
Or run separately: bun run dev (Next.js) and cd apps/sim && bun run dev:sockets (realtime).
Chat API Keys
Chat is a Sim-managed service. To use Chat on a self-hosted instance:
- Go to https://sim.ai → Settings → Chat keys and generate a Chat API key
- Set
COPILOT_API_KEYenvironment variable in your self-hosted apps/sim/.env file to that value
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.





