* feat(rich-markdown-editor): live media embeds + shared embed detection util - Extract getEmbedInfo/EmbedInfo into pure @sim/utils/media-embed (carries the PR #5288 dropbox host-validation hardening); repoint the note block to it - Add LinkEmbed: a ProseMirror widget-decoration plugin that renders media players (YouTube, Vimeo, Spotify, Dropbox, …) beneath standalone links in the rich markdown editor, in both editing and read-only surfaces. The document stays a plain markdown link, so markdown round-trips stay lossless - Gate embeds behind an opt-in flag (on for the file editor, off for modal fields) - Polish the knowledge chunk editor to the file editor's centered reading frame while keeping it plaintext for exact embedding fidelity * fix(media-embed): gate provider detection on parsed hostname Validate each platform against the URL's parsed host before extracting, so a look-alike host (youtube.com.evil.com) or a provider domain in the path (evil.com/youtube.com/...) can no longer render a trusted-looking embed. Dropbox is no longer a special case — all providers share the hostMatches gate. Also consolidates the five Spotify branches and orders Twitch clip before channel. * fix(rich-markdown-editor): unique widget key per duplicate embed URL Key embed widgets by source + per-source occurrence index so two standalone links to the same URL render as two distinct players instead of collapsing into one, while keeping the key stable across unrelated edits (no iframe reload). * refactor(media-embed): tighten comments and drop a redundant guard - Drop the redundant paragraph type-check in getStandaloneLinkHref (the caller already filters to paragraphs) and rename the param for clarity - Remove an inline comment and a TSDoc sentence that restated logic documented elsewhere
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
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
- 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.

