v0.3.16: domain flip

* feat(domain): drop the

* change all references for Sim Studio to Sim

* change back license and notice

* lint

---------

Co-authored-by: waleedlatif <waleedlatif@waleedlatifs-MacBook-Pro.local>

.devcontainer/.bashrc

@@ -1,4 +1,4 @@
-# Sim Studio Development Environment Bashrc
+# Sim Development Environment Bashrc
 # This gets sourced by post-create.sh
 
 # Enhanced prompt with git branch info
@@ -17,7 +17,7 @@ alias ...="cd ../.."
 alias pgc="PGPASSWORD=postgres psql -h db -U postgres -d simstudio"
 alias check-db="PGPASSWORD=postgres psql -h db -U postgres -c '\l'"
 
-# Sim Studio specific aliases
+# Sim specific aliases
 alias logs="cd /workspace/apps/sim && tail -f logs/*.log 2>/dev/null || echo 'No log files found'"
 alias sim-start="cd /workspace && bun run dev"
 alias sim-migrate="cd /workspace/apps/sim && bunx drizzle-kit push"
@@ -45,7 +45,7 @@ if [ -z "$SIM_WELCOME_SHOWN" ]; then
   
   echo ""
   echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
-  echo "🚀 Welcome to Sim Studio development environment!"
+  echo "🚀 Welcome to Sim development environment!"
   echo ""
   echo "Available commands:"
   echo "  sim-start    - Start all apps in development mode"

.devcontainer/README.md

@@ -1,4 +1,4 @@
-# Sim Studio Development Container
+# Sim Development Container
 
 This directory contains configuration files for Visual Studio Code Dev Containers / GitHub Codespaces. Dev containers provide a consistent, isolated development environment for this project.
 

.devcontainer/devcontainer.json

@@ -1,5 +1,5 @@
 {
-  "name": "Sim Studio Dev Environment",
+  "name": "Sim Dev Environment",
   "dockerComposeFile": "docker-compose.yml",
   "service": "app",
   "workspaceFolder": "/workspace",

.devcontainer/post-create.sh

@@ -3,7 +3,7 @@
 # Exit on error, but with some error handling
 set -e
 
-echo "🔧 Setting up Sim Studio development environment..."
+echo "🔧 Setting up Sim development environment..."
 
 # Change to the workspace root directory
 cd /workspace
@@ -85,7 +85,7 @@ echo "Waiting for database to be ready..."
 # Add additional helpful aliases to .bashrc
 cat << EOF >> ~/.bashrc
 
-# Additional Sim Studio Development Aliases
+# Additional Sim Development Aliases
 alias migrate="cd /workspace/apps/sim && DATABASE_URL=postgresql://postgres:postgres@db:5432/simstudio bunx drizzle-kit push"
 alias generate="cd /workspace/apps/sim && bunx drizzle-kit generate"
 alias dev="cd /workspace && bun run dev"
@@ -104,7 +104,7 @@ unset SIM_WELCOME_SHOWN
 
 echo ""
 echo "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
-echo "✅ Sim Studio development environment setup complete!"
+echo "✅ Sim development environment setup complete!"
 echo ""
 echo "Your environment is now ready. A new terminal session will show"
 echo "available commands. You can start the development server with:"

.github/CODE_OF_CONDUCT.md

@@ -1,4 +1,4 @@
-# Code of Conduct - Sim Studio
+# Code of Conduct - Sim
 
 ## Our Pledge
 
@@ -55,7 +55,7 @@ representative at an online or offline event.
 ## Enforcement
 
 Instances of abusive, harassing, or otherwise unacceptable behaviour may be
-reported to the community leaders responsible for enforcement at <waleed@simstudio.ai>.
+reported to the community leaders responsible for enforcement at <waleed@sim.ai>.
 All complaints will be reviewed and investigated promptly and fairly.
 
 All community leaders are obligated to respect the privacy and security of the

.github/CONTRIBUTING.md

@@ -1,9 +1,9 @@
-# Contributing to Sim Studio
+# Contributing to Sim
 
-Thank you for your interest in contributing to Sim Studio! Our goal is to provide developers with a powerful, user-friendly platform for building, testing, and optimizing agentic workflows. We welcome contributions in all forms—from bug fixes and design improvements to brand-new features.
+Thank you for your interest in contributing to Sim! Our goal is to provide developers with a powerful, user-friendly platform for building, testing, and optimizing agentic workflows. We welcome contributions in all forms—from bug fixes and design improvements to brand-new features.
 
 > **Project Overview:**  
-> Sim Studio is a monorepo using Turborepo, containing the main application (`apps/sim/`), documentation (`apps/docs/`), and shared packages (`packages/`). The main application is built with Next.js (app router), ReactFlow, Zustand, Shadcn, and Tailwind CSS. Please ensure your contributions follow our best practices for clarity, maintainability, and consistency.
+> Sim is a monorepo using Turborepo, containing the main application (`apps/sim/`), documentation (`apps/docs/`), and shared packages (`packages/`). The main application is built with Next.js (app router), ReactFlow, Zustand, Shadcn, and Tailwind CSS. Please ensure your contributions follow our best practices for clarity, maintainability, and consistency.
 
 ---
 
@@ -130,7 +130,7 @@ To set up your local development environment:
 
 ### Option 1: Using NPM Package (Simplest)
 
-The easiest way to run Sim Studio locally is using our NPM package:
+The easiest way to run Sim locally is using our NPM package:
 
 ```bash
 npx simstudio
@@ -140,7 +140,7 @@ After running this command, open [http://localhost:3000/](http://localhost:3000/
 
 #### Options
 
-- `-p, --port <port>`: Specify the port to run Sim Studio on (default: 3000)
+- `-p, --port <port>`: Specify the port to run Sim on (default: 3000)
 - `--no-pull`: Skip pulling the latest Docker images
 
 #### Requirements
@@ -154,7 +154,7 @@ After running this command, open [http://localhost:3000/](http://localhost:3000/
 git clone https://github.com/<your-username>/sim.git
 cd sim
 
-# Start Sim Studio
+# Start Sim
 docker compose -f docker-compose.prod.yml up -d
 ```
 
@@ -162,7 +162,7 @@ Access the application at [http://localhost:3000/](http://localhost:3000/)
 
 #### Using Local Models
 
-To use local models with Sim Studio:
+To use local models with Sim:
 
 1. Pull models using our helper script:
 
@@ -170,7 +170,7 @@ To use local models with Sim Studio:
 ./apps/sim/scripts/ollama_docker.sh pull <model_name>
 ```
 
-2. Start Sim Studio with local model support:
+2. Start Sim with local model support:
 
 ```bash
 # With NVIDIA GPU support
@@ -276,7 +276,7 @@ When working on email templates, you can preview them using a local email previe
 
 ## Adding New Blocks and Tools
 
-Sim Studio is built in a modular fashion where blocks and tools extend the platform's functionality. To maintain consistency and quality, please follow the guidelines below when adding a new block or tool.
+Sim is built in a modular fashion where blocks and tools extend the platform's functionality. To maintain consistency and quality, please follow the guidelines below when adding a new block or tool.
 
 ### Where to Add Your Code
 
@@ -443,7 +443,7 @@ Maintaining consistent naming across the codebase is critical for auto-generatio
 
 ### Parameter Visibility System
 
-Sim Studio implements a sophisticated parameter visibility system that controls how parameters are exposed to users and LLMs in agent workflows. Each parameter can have one of four visibility levels:
+Sim implements a sophisticated parameter visibility system that controls how parameters are exposed to users and LLMs in agent workflows. Each parameter can have one of four visibility levels:
 
 | Visibility  | User Sees | LLM Sees | How It Gets Set                |
 |-------------|-----------|----------|--------------------------------|
@@ -509,7 +509,7 @@ This project is licensed under the Apache License 2.0. By contributing, you agre
 
 By contributing to this repository, you agree that your contributions are provided under the terms of the Apache License Version 2.0, as included in the LICENSE file of this repository.
 
-In addition, by submitting your contributions, you grant Sim Studio, Inc. ("The Licensor") a perpetual, irrevocable, worldwide, royalty-free, sublicensable right and license to:
+In addition, by submitting your contributions, you grant Sim, Inc. ("The Licensor") a perpetual, irrevocable, worldwide, royalty-free, sublicensable right and license to:
 
 - Use, copy, modify, distribute, publicly display, publicly perform, and prepare derivative works of your contributions.
 - Incorporate your contributions into other works or products.
@@ -521,4 +521,4 @@ If you do not agree with these terms, you must not contribute your work to this
 
 ---
 
-Thank you for taking the time to contribute to Sim Studio. We truly appreciate your efforts and look forward to collaborating with you!
+Thank you for taking the time to contribute to Sim. We truly appreciate your efforts and look forward to collaborating with you!

.github/SECURITY.md

@@ -8,11 +8,11 @@
 
 ## Reporting a Vulnerability
 
-We take the security of Sim Studio seriously. If you believe you've found a security vulnerability, please follow these steps:
+We take the security of Sim seriously. If you believe you've found a security vulnerability, please follow these steps:
 
 1. **Do not disclose the vulnerability publicly** or to any third parties.
 
-2. **Email us directly** at security@simstudio.ai with details of the vulnerability.
+2. **Email us directly** at security@sim.ai with details of the vulnerability.
 
 3. **Include the following information** in your report:
 

.github/workflows/build.yml

@@ -7,17 +7,43 @@ on:
 
 jobs:
   build-and-push:
-    runs-on: ubuntu-latest
     strategy:
       fail-fast: false
       matrix:
         include:
+          # AMD64 builds on x86 runners
           - dockerfile: ./docker/app.Dockerfile
             image: ghcr.io/simstudioai/simstudio
+            platform: linux/amd64
+            arch: amd64
+            runner: linux-x64-8-core
           - dockerfile: ./docker/db.Dockerfile
             image: ghcr.io/simstudioai/migrations
+            platform: linux/amd64
+            arch: amd64
+            runner: linux-x64-8-core
           - dockerfile: ./docker/realtime.Dockerfile
             image: ghcr.io/simstudioai/realtime
+            platform: linux/amd64
+            arch: amd64
+            runner: linux-x64-8-core
+          # ARM64 builds on native ARM64 runners
+          - dockerfile: ./docker/app.Dockerfile
+            image: ghcr.io/simstudioai/simstudio
+            platform: linux/arm64
+            arch: arm64
+            runner: linux-arm64-8-core
+          - dockerfile: ./docker/db.Dockerfile
+            image: ghcr.io/simstudioai/migrations
+            platform: linux/arm64
+            arch: arm64
+            runner: linux-arm64-8-core
+          - dockerfile: ./docker/realtime.Dockerfile
+            image: ghcr.io/simstudioai/realtime
+            platform: linux/arm64
+            arch: arm64
+            runner: linux-arm64-8-core
+    runs-on: ${{ matrix.runner }}
     permissions:
       contents: read
       packages: write
@@ -26,9 +52,6 @@ jobs:
       - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up QEMU
-        uses: docker/setup-qemu-action@v3
-
       - name: Set up Docker Buildx
         uses: docker/setup-buildx-action@v3
 
@@ -41,6 +64,55 @@ jobs:
           password: ${{ secrets.GITHUB_TOKEN }}
 
       - name: Extract metadata (tags, labels) for Docker
+        id: meta
+        uses: docker/metadata-action@v5
+        with:
+          images: ${{ matrix.image }}
+          tags: |
+            type=raw,value=latest-${{ matrix.arch }},enable=${{ github.ref == 'refs/heads/main' }}
+            type=ref,event=pr,suffix=-${{ matrix.arch }}
+            type=semver,pattern={{version}},suffix=-${{ matrix.arch }}
+            type=semver,pattern={{major}}.{{minor}},suffix=-${{ matrix.arch }}
+            type=semver,pattern={{major}}.{{minor}}.{{patch}},suffix=-${{ matrix.arch }}
+            type=sha,format=long,suffix=-${{ matrix.arch }}
+
+      - name: Build and push Docker image
+        uses: docker/build-push-action@v6
+        with:
+          context: .
+          file: ${{ matrix.dockerfile }}
+          platforms: ${{ matrix.platform }}
+          push: ${{ github.event_name != 'pull_request' }}
+          tags: ${{ steps.meta.outputs.tags }}
+          labels: ${{ steps.meta.outputs.labels }}
+          cache-from: type=gha,scope=build-v2
+          cache-to: type=gha,mode=max,scope=build-v2
+          provenance: false
+          sbom: false
+
+  create-manifests:
+    runs-on: ubuntu-latest
+    needs: build-and-push
+    if: github.event_name != 'pull_request'
+    strategy:
+      matrix:
+        include:
+          - image: ghcr.io/simstudioai/simstudio
+          - image: ghcr.io/simstudioai/migrations
+          - image: ghcr.io/simstudioai/realtime
+    permissions:
+      contents: read
+      packages: write
+
+    steps:
+      - name: Log in to the Container registry
+        uses: docker/login-action@v3
+        with:
+          registry: ghcr.io
+          username: ${{ github.repository_owner }}
+          password: ${{ secrets.GITHUB_TOKEN }}
+
+      - name: Extract metadata for manifest
         id: meta
         uses: docker/metadata-action@v5
         with:
@@ -53,14 +125,35 @@ jobs:
             type=semver,pattern={{major}}.{{minor}}.{{patch}}
             type=sha,format=long
 
-      - name: Build and push Docker image
-        uses: docker/build-push-action@v6
-        with:
-          context: .
-          file: ${{ matrix.dockerfile }}
-          platforms: linux/amd64,linux/arm64
-          push: ${{ github.event_name != 'pull_request' }}
-          tags: ${{ steps.meta.outputs.tags }}
-          labels: ${{ steps.meta.outputs.labels }}
-          cache-from: type=gha
-          cache-to: type=gha,mode=max
+      - name: Create and push manifest
+        run: |
+          # Extract the tags from metadata (these are the final manifest tags we want)
+          MANIFEST_TAGS="${{ steps.meta.outputs.tags }}"
+
+          # Create manifest for each tag
+          for manifest_tag in $MANIFEST_TAGS; do
+            echo "Creating manifest for $manifest_tag"
+
+            # The architecture-specific images have -amd64 and -arm64 suffixes
+            amd64_image="${manifest_tag}-amd64"
+            arm64_image="${manifest_tag}-arm64"
+
+            echo "Looking for images: $amd64_image and $arm64_image"
+
+            # Check if both architecture images exist
+            if docker manifest inspect "$amd64_image" >/dev/null 2>&1 && docker manifest inspect "$arm64_image" >/dev/null 2>&1; then
+              echo "Both images found, creating manifest..."
+              docker manifest create "$manifest_tag" \
+                "$amd64_image" \
+                "$arm64_image"
+              docker manifest push "$manifest_tag"
+              echo "Successfully created and pushed manifest for $manifest_tag"
+            else
+              echo "Error: One or both architecture images not found"
+              echo "Checking AMD64 image: $amd64_image"
+              docker manifest inspect "$amd64_image" || echo "AMD64 image not found"
+              echo "Checking ARM64 image: $arm64_image"
+              docker manifest inspect "$arm64_image" || echo "ARM64 image not found"
+              exit 1
+            fi
+          done

.github/workflows/ci.yml

@@ -31,14 +31,14 @@ jobs:
       - name: Run tests with coverage
         env:
           NODE_OPTIONS: '--no-warnings'
-          NEXT_PUBLIC_APP_URL: 'https://www.simstudio.ai'
+          NEXT_PUBLIC_APP_URL: 'https://www.sim.ai'
           ENCRYPTION_KEY: '7cf672e460e430c1fba707575c2b0e2ad5a99dddf9b7b7e3b5646e630861db1c' # dummy key for CI only
         run: bun run test
 
       - name: Build application
         env:
           NODE_OPTIONS: '--no-warnings'
-          NEXT_PUBLIC_APP_URL: 'https://www.simstudio.ai'
+          NEXT_PUBLIC_APP_URL: 'https://www.sim.ai'
           STRIPE_SECRET_KEY: 'dummy_key_for_ci_only'
           STRIPE_WEBHOOK_SECRET: 'dummy_secret_for_ci_only'
           RESEND_API_KEY: 'dummy_key_for_ci_only'
@@ -74,4 +74,4 @@ jobs:
         working-directory: ./apps/sim
         env:
           DATABASE_URL: ${{ github.ref == 'refs/heads/main' && secrets.DATABASE_URL || secrets.STAGING_DATABASE_URL }}
-        run: bunx drizzle-kit push
+        run: bunx drizzle-kit migrate

.gitignore

@@ -65,4 +65,7 @@ start-collector.sh
 .turbo
 
 # VSCode
-.vscode
+.vscode
+
+## Helm Chart Tests
+helm/sim/test

NOTICE

@@ -1,4 +1,4 @@
 Sim Studio
 Copyright 2025 Sim Studio
 
-This product includes software developed for the Sim Studio project. 
+This product includes software developed for the Sim project. 

README.md

@@ -1,5 +1,5 @@
 <p align="center">
-  <img src="apps/sim/public/static/sim.png" alt="Sim Studio Logo" width="500"/>
+  <img src="apps/sim/public/static/sim.png" alt="Sim Logo" width="500"/>
 </p>
 
 <p align="center">
@@ -7,27 +7,27 @@
   <a href="https://discord.gg/Hr4UWYEcTT"><img src="https://img.shields.io/badge/Discord-Join%20Server-7289DA?logo=discord&logoColor=white" alt="Discord"></a>
   <a href="https://x.com/simstudioai"><img src="https://img.shields.io/twitter/follow/simstudioai?style=social" alt="Twitter"></a>
   <a href="https://github.com/simstudioai/sim/pulls"><img src="https://img.shields.io/badge/PRs-welcome-brightgreen.svg" alt="PRs welcome"></a>
-  <a href="https://docs.simstudio.ai"><img src="https://img.shields.io/badge/Docs-visit%20documentation-blue.svg" alt="Documentation"></a>
+  <a href="https://docs.sim.ai"><img src="https://img.shields.io/badge/Docs-visit%20documentation-blue.svg" alt="Documentation"></a>
 </p>
 
 <p align="center">
-  <strong>Sim Studio</strong> is a lightweight, user-friendly platform for building AI agent workflows.
+  <strong>Sim</strong> is a lightweight, user-friendly platform for building AI agent workflows.
 </p>
 
 <p align="center">
-  <img src="apps/sim/public/static/demo.gif" alt="Sim Studio Demo" width="800"/>
+  <img src="apps/sim/public/static/demo.gif" alt="Sim Demo" width="800"/>
 </p>
 
 ## Getting Started
 
-1. Use our [cloud-hosted version](https://simstudio.ai)
+1. Use our [cloud-hosted version](https://sim.ai)
 2. Self-host using one of the methods below
 
 ## Self-Hosting Options
 
 ### Option 1: NPM Package (Simplest)
 
-The easiest way to run Sim Studio locally is using our [NPM package](https://www.npmjs.com/package/simstudio?activeTab=readme):
+The easiest way to run Sim locally is using our [NPM package](https://www.npmjs.com/package/simstudio?activeTab=readme):
 
 ```bash
 npx simstudio
@@ -37,7 +37,7 @@ After running these commands, open [http://localhost:3000/](http://localhost:300
 
 #### Options
 
-- `-p, --port <port>`: Specify the port to run Sim Studio on (default: 3000)
+- `-p, --port <port>`: Specify the port to run Sim on (default: 3000)
 - `--no-pull`: Skip pulling the latest Docker images
 
 #### Requirements
@@ -53,7 +53,7 @@ git clone https://github.com/simstudioai/sim.git
 # Navigate to the project directory
 cd sim
 
-# Start Sim Studio
+# Start Sim
 docker compose -f docker-compose.prod.yml up -d
 ```
 
@@ -61,7 +61,7 @@ Access the application at [http://localhost:3000/](http://localhost:3000/)
 
 #### Using Local Models
 
-To use local models with Sim Studio:
+To use local models with Sim:
 
 1. Pull models using our helper script:
 
@@ -69,7 +69,7 @@ To use local models with Sim Studio:
 ./apps/sim/scripts/ollama_docker.sh pull <model_name>
 ```
 
-2. Start Sim Studio with local model support:
+2. Start Sim with local model support:
 
 ```bash
 # With NVIDIA GPU support
@@ -95,7 +95,7 @@ docker compose -f docker-compose.prod.yml up -d
 - [Bun](https://bun.sh/) runtime
 - PostgreSQL 12+ with [pgvector extension](https://github.com/pgvector/pgvector) (required for AI embeddings)
 
-**Note:** Sim Studio uses vector embeddings for AI features like knowledge bases and semantic search, which requires the `pgvector` PostgreSQL extension.
+**Note:** Sim uses vector embeddings for AI features like knowledge bases and semantic search, which requires the `pgvector` PostgreSQL extension.
 
 1. Clone and install dependencies:
 
@@ -186,4 +186,4 @@ We welcome contributions! Please see our [Contributing Guide](.github/CONTRIBUTI
 
 This project is licensed under the Apache License 2.0 - see the [LICENSE](LICENSE) file for details.
 
-<p align="center">Made with ❤️ by the Sim Studio Team</p>
+<p align="center">Made with ❤️ by the Sim Team</p>

apps/docs/app/(docs)/layout.tsx

@@ -23,12 +23,12 @@ export default function Layout({ children }: { children: ReactNode }) {
       <DocsLayout
         tree={source.pageTree}
         nav={{
-          title: <div className='flex items-center font-medium'>Sim Studio</div>,
+          title: <div className='flex items-center font-medium'>Sim</div>,
         }}
         links={[
           {
-            text: 'Visit Sim Studio',
-            url: 'https://simstudio.ai',
+            text: 'Visit Sim',
+            url: 'https://sim.ai',
             icon: <ExternalLink className='h-4 w-4' />,
           },
         ]}

apps/docs/app/layout.tsx

@@ -22,7 +22,7 @@ export default function Layout({ children }: { children: ReactNode }) {
 }
 
 export const metadata = {
-  title: 'Sim Studio',
+  title: 'Sim',
   description:
     'Build agents in seconds with a drag and drop workflow builder. Access comprehensive documentation to help you create efficient workflows and maximize your automation capabilities.',
   manifest: '/favicon/site.webmanifest',
@@ -37,6 +37,6 @@ export const metadata = {
   appleWebApp: {
     capable: true,
     statusBarStyle: 'default',
-    title: 'Sim Studio Docs',
+    title: 'Sim Docs',
   },
 }

apps/docs/components/ui/block-types.tsx

@@ -1,4 +1,3 @@
-import { cn } from '@/lib/utils'
 import {
   AgentIcon,
   ApiIcon,
@@ -7,7 +6,8 @@ import {
   ConditionalIcon,
   ConnectIcon,
   ResponseIcon,
-} from '../icons'
+} from '@/components/icons'
+import { cn } from '@/lib/utils'
 
 // Custom Feature component specifically for BlockTypes to handle the 6-item layout
 const BlockFeature = ({

apps/docs/components/ui/video.tsx

@@ -0,0 +1,30 @@
+import { getVideoUrl } from '@/lib/utils'
+
+interface VideoProps {
+  src: string
+  className?: string
+  autoPlay?: boolean
+  loop?: boolean
+  muted?: boolean
+  playsInline?: boolean
+}
+
+export function Video({
+  src,
+  className = 'w-full -mb-2 rounded-lg',
+  autoPlay = true,
+  loop = true,
+  muted = true,
+  playsInline = true,
+}: VideoProps) {
+  return (
+    <video
+      autoPlay={autoPlay}
+      loop={loop}
+      muted={muted}
+      playsInline={playsInline}
+      className={className}
+      src={getVideoUrl(src)}
+    />
+  )
+}

apps/docs/content/docs/blocks/evaluator.mdx

@@ -7,6 +7,7 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
+import { Video } from '@/components/ui/video'
 
 The Evaluator block uses AI to score and assess content quality based on metrics you define. Perfect for quality control, A/B testing, and ensuring your AI outputs meet specific standards.
 
@@ -63,7 +64,7 @@ Choose an AI model to perform the evaluation:
 **Local Models**: Any model running on Ollama
 
 <div className="w-full max-w-2xl mx-auto overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/models.mp4"></video>
+  <Video src="models.mp4" />
 </div>
 
 **Recommendation**: Use models with strong reasoning capabilities like GPT-4o or Claude 3.7 Sonnet for more accurate evaluations.

apps/docs/content/docs/blocks/index.mdx

@@ -7,16 +7,17 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { BlockTypes } from '@/components/ui/block-types'
+import { Video } from '@/components/ui/video'
 
 Blocks are the building components you connect together to create AI workflows. Think of them as specialized modules that each handle a specific task—from chatting with AI models to making API calls or processing data.
 
 <div className="w-full max-w-2xl mx-auto overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/connections.mp4"></video>
+  <Video src="connections.mp4" />
 </div>
 
 ## Core Block Types
 
-Sim Studio provides seven core block types that handle the essential functions of AI workflows:
+Sim provides seven core block types that handle the essential functions of AI workflows:
 
 ### Processing Blocks
 - **[Agent](/blocks/agent)** - Chat with AI models (OpenAI, Anthropic, Google, local models)
@@ -62,7 +63,7 @@ You create workflows by connecting blocks together. The output of one block beco
 - **Branching paths**: Some blocks can route to different paths based on conditions
 
 <div className="w-full max-w-2xl mx-auto overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/connections.mp4"></video>
+  <Video src="connections.mp4" />
 </div>
 
 ## Common Patterns

apps/docs/content/docs/blocks/loop.mdx

@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-The Loop block is a container block in Sim Studio that allows you to execute a group of blocks repeatedly. Loops enable iterative processing in your workflows.
+The Loop block is a container block in Sim that allows you to execute a group of blocks repeatedly. Loops enable iterative processing in your workflows.
 
 <ThemeImage
   lightSrc="/static/light/loop-light.png"
@@ -172,4 +172,4 @@ After a loop completes, you can access aggregated results:
 
 - **Set reasonable limits**: Keep iteration counts reasonable to avoid long execution times
 - **Use ForEach for collections**: When processing arrays or objects, use ForEach instead of For loops
-- **Handle errors gracefully**: Consider adding error handling inside loops for robust workflows 
+- **Handle errors gracefully**: Consider adding error handling inside loops for robust workflows

apps/docs/content/docs/blocks/meta.json

@@ -10,7 +10,6 @@
     "parallel",
     "response",
     "router",
-    "webhook_trigger",
     "workflow"
   ]
 }

apps/docs/content/docs/blocks/parallel.mdx

@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-The Parallel block is a container block in Sim Studio that allows you to execute multiple instances of blocks concurrently.
+The Parallel block is a container block in Sim that allows you to execute multiple instances of blocks concurrently.
 
 <ThemeImage
   lightSrc="/static/light/parallel-light.png"
@@ -207,4 +207,4 @@ Understanding when to use each:
 
 - **Independent operations only**: Ensure operations don't depend on each other
 - **Handle rate limits**: Add delays or throttling for API-heavy workflows
-- **Error handling**: Each instance should handle its own errors gracefully 
+- **Error handling**: Each instance should handle its own errors gracefully

apps/docs/content/docs/blocks/response.mdx

@@ -182,4 +182,5 @@ headers:
 - **Structure your responses consistently**: Maintain a consistent JSON structure across all your API endpoints for better developer experience
 - **Include relevant metadata**: Add timestamps and version information to help with debugging and monitoring
 - **Handle errors gracefully**: Use conditional logic in your workflow to set appropriate error responses with descriptive messages
-- **Validate variable references**: Ensure all referenced variables exist and contain the expected data types before the Response block executes
+- **Validate variable references**: Ensure all referenced variables exist and contain the expected data types before the Response block executes
+

apps/docs/content/docs/blocks/router.mdx

@@ -8,6 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { Accordion, Accordions } from 'fumadocs-ui/components/accordion'
 import { ThemeImage } from '@/components/ui/theme-image'
+import { Video } from '@/components/ui/video'
 
 The Router block uses AI to intelligently decide which path your workflow should take next. Unlike Condition blocks that use simple rules, Router blocks can understand context and make smart routing decisions based on content analysis.
 
@@ -103,7 +104,7 @@ Choose an AI model to power the routing decision:
 **Local Models**: Any model running on Ollama 
 
 <div className="w-full max-w-2xl mx-auto overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/router-model-dropdown.mp4"></video>
+  <Video src="router-model-dropdown.mp4" />
 </div>
 
 **Recommendation**: Use models with strong reasoning capabilities like GPT-4o or Claude 3.7 Sonnet for more accurate routing decisions.

apps/docs/content/docs/blocks/webhook_trigger.mdx

@@ -1,113 +0,0 @@
----
-title: Webhook Trigger
-description: Trigger workflow execution from external webhooks
----
-
-import { Callout } from 'fumadocs-ui/components/callout'
-import { Step, Steps } from 'fumadocs-ui/components/steps'
-import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
-import { Card, Cards } from 'fumadocs-ui/components/card'
-import { ThemeImage } from '@/components/ui/theme-image'
-
-The Webhook Trigger block allows external services to trigger your workflow execution through HTTP webhooks. Unlike starter blocks, webhook triggers are pure input sources that start workflows without requiring manual intervention.
-
-<ThemeImage
-  lightSrc="/static/light/webhooktrigger-light.png"
-  darkSrc="/static/dark/webhooktrigger-dark.png"
-  alt="Webhook Trigger Block"
-  width={350}
-  height={175}
-/>
-
-<Callout>
-  Webhook triggers cannot receive incoming connections and do not expose webhook data to the workflow. They serve as pure execution triggers.
-</Callout>
-
-## Overview
-
-The Webhook Trigger block enables you to:
-
-<Steps>
-  <Step>
-    <strong>Receive external triggers</strong>: Accept HTTP requests from external services
-  </Step>
-  <Step>
-    <strong>Support multiple providers</strong>: Handle webhooks from Slack, Gmail, GitHub, and more
-  </Step>
-  <Step>
-    <strong>Start workflows automatically</strong>: Execute workflows without manual intervention
-  </Step>
-  <Step>
-    <strong>Provide secure endpoints</strong>: Generate unique webhook URLs for each trigger
-  </Step>
-</Steps>
-
-## How It Works
-
-The Webhook Trigger block operates as a pure input source:
-
-1. **Generate Endpoint** - Creates a unique webhook URL when configured
-2. **Receive Request** - Accepts HTTP POST requests from external services
-3. **Trigger Execution** - Starts the workflow when a valid request is received
-
-## Configuration Options
-
-### Webhook Provider
-
-Choose from supported service providers:
-
-<Cards>
-  <Card title="Slack" href="#">
-    Receive events from Slack apps and bots
-  </Card>
-  <Card title="Gmail" href="#">
-    Handle email-based triggers and notifications
-  </Card>
-  <Card title="Airtable" href="#">
-    Respond to database changes
-  </Card>
-  <Card title="Telegram" href="#">
-    Process bot messages and updates
-  </Card>
-  <Card title="WhatsApp" href="#">
-    Handle messaging events
-  </Card>
-  <Card title="GitHub" href="#">
-    Process repository events and pull requests
-  </Card>
-  <Card title="Discord" href="#">
-    Respond to Discord server events
-  </Card>
-  <Card title="Stripe" href="#">
-    Handle payment and subscription events
-  </Card>
-</Cards>
-
-### Generic Webhooks
-
-For custom integrations or services not listed above, use the **Generic** provider. This option accepts HTTP POST requests from any client and provides flexible authentication options:
-
-- **Optional Authentication** - Configure Bearer token or custom header authentication
-- **IP Restrictions** - Limit access to specific IP addresses
-- **Request Deduplication** - Automatic duplicate request detection using content hashing
-- **Flexible Headers** - Support for custom authentication header names
-
-The Generic provider is ideal for internal services, custom applications, or third-party tools that need to trigger workflows via standard HTTP requests.
-
-### Webhook Configuration
-
-Configure provider-specific settings:
-
-- **Webhook URL** - Automatically generated unique endpoint
-- **Provider Settings** - Authentication and validation options
-- **Security** - Built-in rate limiting and provider-specific authentication
-
-## Best Practices
-
-- **Use unique webhook URLs** for each integration to maintain security
-- **Configure proper authentication** when supported by the provider
-- **Keep workflows independent** of webhook payload structure
-- **Test webhook endpoints** before deploying to production
-- **Monitor webhook delivery** through provider dashboards
-
-

apps/docs/content/docs/blocks/workflow.mdx

@@ -256,4 +256,4 @@ return {
 - **Document dependencies**: Clearly document which workflows depend on others and maintain dependency maps
 - **Test independently**: Ensure child workflows can be tested and validated independently from parent workflows
 - **Monitor performance**: Be aware that nested workflows can impact overall execution time and resource usage
-- **Use semantic naming**: Give workflows descriptive names that clearly indicate their purpose and functionality 
+- **Use semantic naming**: Give workflows descriptive names that clearly indicate their purpose and functionality

apps/docs/content/docs/connections/basics.mdx

@@ -1,6 +1,6 @@
 ---
 title: Connection Basics
-description: Learn how connections work in Sim Studio
+description: Learn how connections work in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Step, Steps } from 'fumadocs-ui/components/steps'
 
 ## How Connections Work
 
-Connections are the pathways that allow data to flow between blocks in your workflow. When you connect two blocks in Sim Studio, you're establishing a data flow relationship that defines how information passes from one block to another.
+Connections are the pathways that allow data to flow between blocks in your workflow. When you connect two blocks in Sim, you're establishing a data flow relationship that defines how information passes from one block to another.
 
 <Callout type="info">
   Each connection represents a directed relationship where data flows from a source block's output

apps/docs/content/docs/connections/index.mdx

@@ -6,6 +6,7 @@ description: Connect your blocks to one another.
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Card, Cards } from 'fumadocs-ui/components/card'
 import { ConnectIcon } from '@/components/icons'
+import { Video } from '@/components/ui/video'
 
 Connections are the pathways that allow data to flow between blocks in your workflow. They define how information is passed from one block to another, enabling you to create sophisticated, multi-step processes.
 
@@ -15,12 +16,12 @@ Connections are the pathways that allow data to flow between blocks in your work
 </Callout>
 
 <div className="mx-auto w-full overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/connections.mp4"></video>
+  <Video src="connections.mp4" />
 </div>
 
 ## Connection Types
 
-Sim Studio supports different types of connections that enable various workflow patterns:
+Sim supports different types of connections that enable various workflow patterns:
 
 <Cards>
   <Card title="Connection Basics" href="/connections/basics">

apps/docs/content/docs/connections/tags.mdx

@@ -4,11 +4,12 @@ description: Using connection tags to reference data between blocks
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
+import { Video } from '@/components/ui/video'
 
 Connection tags are visual representations of the data available from connected blocks. They provide an easy way to reference outputs from previous blocks in your workflow.
 
 <div className="mx-auto w-full overflow-hidden rounded-lg">
-  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/connections.mp4"></video>
+  <Video src="connections.mp4" />
 </div>
 
 ### What Are Connection Tags?

apps/docs/content/docs/execution/advanced.mdx

@@ -1,6 +1,6 @@
 ---
 title: Logging and Cost Calculation
-description: Understanding workflow logs and how execution costs are calculated in Sim Studio
+description: Understanding workflow logs and how execution costs are calculated in Sim
 ---
 
 import { Accordion, Accordions } from 'fumadocs-ui/components/accordion'
@@ -8,11 +8,11 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
 
-Sim Studio provides comprehensive logging for workflow executions and automatic cost calculation for AI model usage.
+Sim provides comprehensive logging for workflow executions and automatic cost calculation for AI model usage.
 
 ## Logging System
 
-Sim Studio offers two complementary logging interfaces:
+Sim offers two complementary logging interfaces:
 
 ### Real-Time Console (Manual Executions)
 
@@ -132,7 +132,7 @@ The snapshot provides:
 
 ## Cost Calculation
 
-Sim Studio automatically calculates costs for all AI model usage:
+Sim automatically calculates costs for all AI model usage:
 
 ### How Costs Are Calculated
 
@@ -148,7 +148,7 @@ cost = (inputTokens × inputPrice + outputTokens × outputPrice) / 1,000,000
 
 <Tabs items={['Hosted Models', 'Bring Your Own API Key']}>
   <Tab>
-    **Hosted Models** - Sim Studio provides API keys with a 2.5x pricing multiplier:
+    **Hosted Models** - Sim provides API keys with a 2.5x pricing multiplier:
     
     | Model | Base Price (Input/Output) | Hosted Price (Input/Output) |
     |-------|---------------------------|----------------------------|

apps/docs/content/docs/execution/basics.mdx

@@ -1,6 +1,6 @@
 ---
 title: Execution Basics
-description: Understanding the fundamental execution flow in Sim Studio
+description: Understanding the fundamental execution flow in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -20,8 +20,9 @@ import {
   LoopIcon,
   ParallelIcon,
 } from '@/components/icons'
+import { Video } from '@/components/ui/video'
 
-When you run a workflow in Sim Studio, the execution engine follows a systematic process to ensure blocks are executed in the correct order with proper data flow.
+When you run a workflow in Sim, the execution engine follows a systematic process to ensure blocks are executed in the correct order with proper data flow.
 
 ## Execution Flow
 
@@ -151,23 +152,19 @@ Different block types have different execution behaviors:
 
 ## Execution Methods
 
-Sim Studio offers multiple ways to trigger workflow execution:
+Sim offers multiple ways to trigger workflow execution:
 
 ### Manual Execution
 
-Run workflows on-demand through the Sim Studio interface by clicking the "Run" button. This is perfect for:
+Run workflows on-demand through the Sim interface by clicking the "Run" button. This is perfect for:
 
 - Testing during development
 - One-off tasks
 - Workflows that need human supervision
 
-<ThemeImage
-  lightSrc="/static/light/manual-execution-light.png"
-  darkSrc="/static/dark/manual-execution-dark.png"
-  alt="Manual Execution"
-  width={600}
-  height={400}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="input-format.mp4" />
+</div>
 
 ### Scheduled Execution
 
@@ -178,13 +175,9 @@ Configure workflows to run automatically on a specified schedule:
 - Configure timezone settings
 - Set minimum and maximum execution intervals
 
-<ThemeImage
-  lightSrc="/static/light/scheduled-execution-light.png"
-  darkSrc="/static/dark/scheduled-execution-dark.png"
-  alt="Scheduled Execution"
-  width={600}
-  height={400}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="configure-schedule.mp4" />
+</div>
 
 ### API Endpoints
 
@@ -195,13 +188,19 @@ Each workflow can be exposed as an API endpoint:
 - Send custom inputs via POST requests
 - Receive execution results as JSON responses
 
-<ThemeImage
-  lightSrc="/static/light/api-execution-light.png"
-  darkSrc="/static/dark/api-execution-dark.png"
-  alt="API Execution"
-  width={600}
-  height={400}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="api-deployment.mp4" />
+</div>
+
+#### Viewing Deployed APIs
+
+Monitor your deployed workflow APIs and their current state:
+
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="api-redeployment.mp4" />
+</div>
+
+This shows how to view the deployed state and compare with the original deployed API configuration.
 
 ### Webhooks
 
@@ -212,13 +211,9 @@ Configure workflows to execute in response to external events:
 - Configure webhook security settings
 - Support for specialized webhooks (GitHub, Stripe, etc.)
 
-<ThemeImage
-  lightSrc="/static/light/webhook-execution-light.png"
-  darkSrc="/static/dark/webhook-execution-dark.png"
-  alt="Webhook Execution"
-  width={600}
-  height={400}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="webhooks.mp4" />
+</div>
 
 <Callout type="info">
   The execution method you choose depends on your workflow's purpose. Manual execution is great for

apps/docs/content/docs/execution/index.mdx

@@ -1,12 +1,12 @@
 ---
 title: Execution
-description: Understand how workflows are executed in Sim Studio
+description: Understand how workflows are executed in Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
 import { Card, Cards } from 'fumadocs-ui/components/card'
 
-Sim Studio's execution engine brings your workflows to life by processing blocks in the correct order, managing data flow, and handling errors gracefully.
+Sim's execution engine brings your workflows to life by processing blocks in the correct order, managing data flow, and handling errors gracefully.
 
 <Callout type="info">
   Every workflow execution follows a deterministic path based on your block connections and logic, ensuring predictable and reliable results.
@@ -21,7 +21,7 @@ Sim Studio's execution engine brings your workflows to life by processing blocks
   </Card>
 
   <Card title="Logging and Cost Calculation" href="/execution/advanced">
-    Understand workflow logs and how execution costs are calculated in Sim Studio
+    Understand workflow logs and how execution costs are calculated in Sim
   </Card>
 </Cards>
 
@@ -56,15 +56,15 @@ Workflows can be executed through multiple channels:
 
 ### Deploy as API
 
-When you deploy a workflow as an API, Sim Studio:
-- Creates a unique HTTP endpoint: `https://simstudio.ai/api/workflows/{workflowId}/execute`
+When you deploy a workflow as an API, Sim:
+- Creates a unique HTTP endpoint: `https://sim.ai/api/workflows/{workflowId}/execute`
 - Generates an API key for authentication
 - Accepts POST requests with JSON payloads
 - Returns workflow execution results as JSON
 
 Example API call:
 ```bash
-curl -X POST https://simstudio.ai/api/workflows/your-workflow-id/execute \
+curl -X POST https://sim.ai/api/workflows/your-workflow-id/execute \
   -H "X-API-Key: your-api-key" \
   -H "Content-Type: application/json" \
   -d '{"input": "your data here"}'
@@ -73,7 +73,7 @@ curl -X POST https://simstudio.ai/api/workflows/your-workflow-id/execute \
 ### Deploy as Chat
 
 Chat deployment creates a conversational interface for your workflow:
-- Hosted on a custom subdomain: `https://your-name.simstudio.ai`
+- Hosted on a custom subdomain: `https://your-name.sim.ai`
 - Optional authentication (public, password, or email-based)
 - Customizable UI with your branding
 - Streaming responses for real-time interaction

apps/docs/content/docs/getting-started/index.mdx

@@ -23,11 +23,12 @@ import {
   PerplexityIcon,
   SlackIcon,
 } from '@/components/icons'
+import { Video } from '@/components/ui/video'
 
-This tutorial will guide you through building your first AI workflow in Sim Studio. We'll create a people research agent that can find information about individuals using state-of-the-art LLM-Search tools.
+This tutorial will guide you through building your first AI workflow in Sim. We'll create a people research agent that can find information about individuals using state-of-the-art LLM-Search tools.
 
 <Callout type="info">
-  This tutorial takes about 10 minutes and covers the essential concepts of building workflows in Sim Studio.
+  This tutorial takes about 10 minutes and covers the essential concepts of building workflows in Sim.
 </Callout>
 
 ## What We're Building
@@ -51,7 +52,7 @@ A people research agent that:
 
 <Steps>
   <Step title="Create workflow and add AI agent">
-    Open Sim Studio and click "New Workflow" in the dashboard. Name it "Getting Started".
+    Open Sim and click "New Workflow" in the dashboard. Name it "Getting Started".
     
     When you create a new workflow, it automatically includes a **Start block** - this is the entry point that receives input from users. For this example, we'll be triggering the workflow via chat, so we don't need to configure anything on the Start block.
     
@@ -63,7 +64,7 @@ A people research agent that:
     - **User Prompt**: Drag the connection from the Start block's output into this field (this connects `<start.input>` to the user prompt)
     
     <div className="mx-auto w-full overflow-hidden rounded-lg">
-      <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/static/examples/started/started-2.mp4"></video>
+      <Video src="examples/started-2.mp4" />
     </div>
   </Step>
   
@@ -77,7 +78,7 @@ A people research agent that:
     - Add your API keys for both tools (this allows the agent to search the web and access additional information)
     
     <div className="mx-auto w-3/5 overflow-hidden rounded-lg">
-      <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/static/examples/started/started-3.mp4"></video>
+      <Video src="examples/started-3.mp4" />
     </div>
   </Step>
   
@@ -92,7 +93,7 @@ A people research agent that:
     You should see the agent's response analyzing the person described in your text.
     
     <div className="mx-auto w-full overflow-hidden rounded-lg">
-      <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/static/examples/started/started-4.mp4"></video>
+      <Video src="examples/started-4.mp4" />
     </div>
   </Step>
   
@@ -105,7 +106,7 @@ A people research agent that:
     - The AI will generate a JSON schema for you automatically
     
     <div className="mx-auto w-full overflow-hidden rounded-lg">
-      <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/static/examples/started/started-5.mp4"></video>
+      <Video src="examples/started-5.mp4" />
     </div>
   </Step>
   
@@ -120,7 +121,7 @@ A people research agent that:
     You should now see structured JSON output with the person's information organized into location, profession, and education fields.
     
     <div className="mx-auto w-full overflow-hidden rounded-lg">
-      <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/static/examples/started/started-6.mp4"></video>
+      <Video src="examples/started-6.mp4" />
     </div>
   </Step>
 </Steps>

apps/docs/content/docs/introduction/index.mdx

@@ -7,9 +7,9 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { File, Files, Folder } from 'fumadocs-ui/components/files'
 import { Features } from '@/components/ui/features'
 
-Sim Studio is a visual workflow editor that enables you to build AI-powered applications by connecting blocks on a canvas. Drag and drop components to create chatbots, automation workflows, and data processing pipelines without writing code.
+Sim is a visual workflow editor that enables you to build AI-powered applications by connecting blocks on a canvas. Drag and drop components to create chatbots, automation workflows, and data processing pipelines without writing code.
 
-## What Makes Sim Studio Powerful
+## What Makes Sim Powerful
 
 **Multi-Model AI Support** - Connect to OpenAI, Anthropic, Google, Groq, Cerebras, and local models through Ollama. Switch providers without rebuilding workflows.
 

apps/docs/content/docs/meta.json

@@ -1,10 +1,11 @@
 {
-  "title": "Sim Studio Documentation",
+  "title": "Sim Documentation",
   "pages": [
     "---Introduction---",
     "./introduction/index",
     "./getting-started/index",
     "---Create---",
+    "triggers",
     "blocks",
     "tools",
     "---Connections---",
@@ -13,6 +14,7 @@
     "execution",
     "---Advanced---",
     "./variables/index",
+    "yaml",
     "---SDKs---",
     "./sdks/python",
     "./sdks/typescript"

apps/docs/content/docs/sdks/python.mdx

@@ -1,6 +1,6 @@
 ---
 title: Python SDK
-description: The official Python SDK for Sim Studio
+description: The official Python SDK for Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official Python SDK for Sim Studio allows you to execute workflows programmatically from your Python applications.
+The official Python SDK for Sim allows you to execute workflows programmatically from your Python applications.
 
 <Callout type="info">
   The Python SDK supports Python 3.8+ and provides synchronous workflow execution. All workflow executions are currently synchronous.
@@ -32,7 +32,7 @@ from simstudio import SimStudioClient
 # Initialize the client
 client = SimStudioClient(
     api_key="your-api-key-here",
-    base_url="https://simstudio.ai"  # optional, defaults to https://simstudio.ai
+    base_url="https://sim.ai"  # optional, defaults to https://sim.ai
 )
 
 # Execute a workflow
@@ -50,12 +50,12 @@ except Exception as error:
 #### Constructor
 
 ```python
-SimStudioClient(api_key: str, base_url: str = "https://simstudio.ai")
+SimStudioClient(api_key: str, base_url: str = "https://sim.ai")
 ```
 
 **Parameters:**
-- `api_key` (str): Your Sim Studio API key
-- `base_url` (str, optional): Base URL for the Sim Studio API
+- `api_key` (str): Your Sim API key
+- `base_url` (str, optional): Base URL for the Sim API
 
 #### Methods
 
@@ -353,7 +353,7 @@ Configure the client using environment variables:
     # Development configuration
     client = SimStudioClient(
         api_key=os.getenv("SIMSTUDIO_API_KEY"),
-        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://simstudio.ai")
+        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://sim.ai")
     )
     ```
   </Tab>
@@ -369,7 +369,7 @@ Configure the client using environment variables:
 
     client = SimStudioClient(
         api_key=api_key,
-        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://simstudio.ai")
+        base_url=os.getenv("SIMSTUDIO_BASE_URL", "https://sim.ai")
     )
     ```
   </Tab>
@@ -378,8 +378,8 @@ Configure the client using environment variables:
 ## Getting Your API Key
 
 <Steps>
-  <Step title="Log in to Sim Studio">
-    Navigate to [Sim Studio](https://simstudio.ai) and log in to your account.
+  <Step title="Log in to Sim">
+    Navigate to [Sim](https://sim.ai) and log in to your account.
   </Step>
   <Step title="Open your workflow">
     Navigate to the workflow you want to execute programmatically.

apps/docs/content/docs/sdks/typescript.mdx

@@ -1,6 +1,6 @@
 ---
 title: TypeScript/JavaScript SDK
-description: The official TypeScript/JavaScript SDK for Sim Studio
+description: The official TypeScript/JavaScript SDK for Sim
 ---
 
 import { Callout } from 'fumadocs-ui/components/callout'
@@ -8,7 +8,7 @@ import { Card, Cards } from 'fumadocs-ui/components/card'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 
-The official TypeScript/JavaScript SDK for Sim Studio allows you to execute workflows programmatically from your Node.js applications, web applications, and other JavaScript environments.
+The official TypeScript/JavaScript SDK for Sim allows you to execute workflows programmatically from your Node.js applications, web applications, and other JavaScript environments.
 
 <Callout type="info">
   The TypeScript SDK provides full type safety and supports both Node.js and browser environments. All workflow executions are currently synchronous.
@@ -46,7 +46,7 @@ import { SimStudioClient } from 'simstudio-ts-sdk';
 // Initialize the client
 const client = new SimStudioClient({
   apiKey: 'your-api-key-here',
-  baseUrl: 'https://simstudio.ai' // optional, defaults to https://simstudio.ai
+  baseUrl: 'https://sim.ai' // optional, defaults to https://sim.ai
 });
 
 // Execute a workflow
@@ -69,8 +69,8 @@ new SimStudioClient(config: SimStudioConfig)
 ```
 
 **Configuration:**
-- `config.apiKey` (string): Your Sim Studio API key
-- `config.baseUrl` (string, optional): Base URL for the Sim Studio API (defaults to `https://simstudio.ai`)
+- `config.apiKey` (string): Your Sim API key
+- `config.baseUrl` (string, optional): Base URL for the Sim API (defaults to `https://sim.ai`)
 
 #### Methods
 
@@ -332,7 +332,7 @@ Configure the client using environment variables:
 
     const client = new SimStudioClient({
       apiKey,
-      baseUrl: process.env.SIMSTUDIO_BASE_URL || 'https://simstudio.ai'
+      baseUrl: process.env.SIMSTUDIO_BASE_URL || 'https://sim.ai'
     });
     ```
   </Tab>
@@ -429,7 +429,7 @@ import { SimStudioClient } from 'simstudio-ts-sdk';
 // Note: In production, use a proxy server to avoid exposing API keys
 const client = new SimStudioClient({
   apiKey: 'your-public-api-key', // Use with caution in browser
-  baseUrl: 'https://simstudio.ai'
+  baseUrl: 'https://sim.ai'
 });
 
 async function executeClientSideWorkflow() {
@@ -539,8 +539,8 @@ function WorkflowComponent() {
 ## Getting Your API Key
 
 <Steps>
-  <Step title="Log in to Sim Studio">
-    Navigate to [Sim Studio](https://simstudio.ai) and log in to your account.
+  <Step title="Log in to Sim">
+    Navigate to [Sim](https://sim.ai) and log in to your account.
   </Step>
   <Step title="Open your workflow">
     Navigate to the workflow you want to execute programmatically.

apps/docs/content/docs/tools/airtable.mdx

@@ -51,7 +51,7 @@ With Airtable, you can:
 - **Automate workflows**: Set up triggers and actions to automate repetitive tasks
 - **Integrate with other tools**: Connect with hundreds of other applications through native integrations and APIs
 
-In Sim Studio, the Airtable integration enables your agents to interact with your Airtable bases programmatically. This allows for seamless data operations like retrieving information, creating new records, and updating existing data - all within your agent workflows. Use Airtable as a dynamic data source or destination for your agents, enabling them to access and manipulate structured information as part of their decision-making and task execution processes.
+In Sim, the Airtable integration enables your agents to interact with your Airtable bases programmatically. This allows for seamless data operations like retrieving information, creating new records, and updating existing data - all within your agent workflows. Use Airtable as a dynamic data source or destination for your agents, enabling them to access and manipulate structured information as part of their decision-making and task execution processes.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/arxiv.mdx

@@ -0,0 +1,138 @@
+---
+title: ArXiv
+description: Search and retrieve academic papers from ArXiv
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="arxiv"
+  color="#E0E0E0"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  id='logomark' xmlns='http://www.w3.org/2000/svg' viewBox='0 0 17.732 24.269'>
+      <g id='tiny'>
+        <path
+          d='M573.549,280.916l2.266,2.738,6.674-7.84c.353-.47.52-.717.353-1.117a1.218,1.218,0,0,0-1.061-.748h0a.953.953,0,0,0-.712.262Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+        <path
+          d='M579.525,282.225l-10.606-10.174a1.413,1.413,0,0,0-.834-.5,1.09,1.09,0,0,0-1.027.66c-.167.4-.047.681.319,1.206l8.44,10.242h0l-6.282,7.716a1.336,1.336,0,0,0-.323,1.3,1.114,1.114,0,0,0,1.04.69A.992.992,0,0,0,571,293l8.519-7.92A1.924,1.924,0,0,0,579.525,282.225Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#b31b1b'
+        />
+        <path
+          d='M584.32,293.912l-8.525-10.275,0,0L573.53,280.9l-1.389,1.254a2.063,2.063,0,0,0,0,2.965l10.812,10.419a.925.925,0,0,0,.742.282,1.039,1.039,0,0,0,.953-.667A1.261,1.261,0,0,0,584.32,293.912Z'
+          transform='translate(-566.984 -271.548)'
+          fill='#bdb9b4'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[ArXiv](https://arxiv.org/) is a free, open-access repository of scientific research papers in fields such as physics, mathematics, computer science, quantitative biology, quantitative finance, statistics, electrical engineering, systems science, and economics. ArXiv provides a vast collection of preprints and published articles, making it a primary resource for researchers and practitioners worldwide.
+
+With ArXiv, you can:
+
+- **Search for academic papers**: Find research by keywords, author names, titles, categories, and more
+- **Retrieve paper metadata**: Access abstracts, author lists, publication dates, and other bibliographic information
+- **Download full-text PDFs**: Obtain the complete text of most papers for in-depth study
+- **Explore author contributions**: View all papers by a specific author
+- **Stay up-to-date**: Discover the latest submissions and trending topics in your field
+
+In Sim, the ArXiv integration enables your agents to programmatically search, retrieve, and analyze scientific papers from ArXiv. This allows you to automate literature reviews, build research assistants, or incorporate up-to-date scientific knowledge into your agentic workflows. Use ArXiv as a dynamic data source for research, discovery, and knowledge extraction within your Sim projects.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Search for academic papers, retrieve metadata, download papers, and access the vast collection of scientific research on ArXiv.
+
+
+
+## Tools
+
+### `arxiv_search`
+
+Search for academic papers on ArXiv by keywords, authors, titles, or other fields.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | Yes | The search query to execute |
+| `searchField` | string | No | Field to search in: all, ti \(title\), au \(author\), abs \(abstract\), co \(comment\), jr \(journal\), cat \(category\), rn \(report number\) |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+| `sortBy` | string | No | Sort by: relevance, lastUpdatedDate, submittedDate \(default: relevance\) |
+| `sortOrder` | string | No | Sort order: ascending, descending \(default: descending\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `query` | string |
+| `papers` | string |
+| `totalResults` | string |
+
+### `arxiv_get_paper`
+
+Get detailed information about a specific ArXiv paper by its ID.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `paperId` | string | Yes | ArXiv paper ID \(e.g.,  |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `paper` | string |
+
+### `arxiv_get_author_papers`
+
+Search for papers by a specific author on ArXiv.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `authorName` | string | Yes | Author name to search for |
+| `maxResults` | number | No | Maximum number of results to return \(default: 10, max: 2000\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `authorPapers` | string |
+| `authorName` | string |
+| `totalResults` | string |
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `operation` | string | Yes | Operation |
+
+
+
+### Outputs
+
+| Output | Type | Description |
+| ------ | ---- | ----------- |
+| `papers` | json | papers output from the block |
+| `totalResults` | number | totalResults output from the block |
+| `paper` | json | paper output from the block |
+| `authorPapers` | json | authorPapers output from the block |
+
+
+## Notes
+
+- Category: `tools`
+- Type: `arxiv`

apps/docs/content/docs/tools/browser_use.mdx

@@ -51,7 +51,7 @@ With BrowserUse, you can:
 - **Monitor task execution**: Watch browser tasks run in real-time with visual feedback
 - **Process results programmatically**: Receive structured output from web automation tasks
 
-In Sim Studio, the BrowserUse integration allows your agents to interact with the web as if they were human users. This enables scenarios like research, data collection, form submission, and web testing - all through simple natural language instructions. Your agents can gather information from websites, interact with web applications, and perform actions that would typically require manual browsing, expanding their capabilities to include the entire web as a resource.
+In Sim, the BrowserUse integration allows your agents to interact with the web as if they were human users. This enables scenarios like research, data collection, form submission, and web testing - all through simple natural language instructions. Your agents can gather information from websites, interact with web applications, and perform actions that would typically require manual browsing, expanding their capabilities to include the entire web as a resource.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/clay.mdx

@@ -174,13 +174,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Clay](https://www.clay.com/) is a data enrichment and workflow automation platform that helps teams streamline lead generation, research, and data operations through powerful integrations and flexible inputs.
 
-Learn how to use the Clay Tool in Sim Studio to seamlessly insert data into a Clay workbook through webhook triggers. This tutorial walks you through setting up a webhook, configuring data mapping, and automating real-time updates to your Clay workbooks. Perfect for streamlining lead generation and data enrichment directly from your workflow!
+Learn how to use the Clay Tool in Sim to seamlessly insert data into a Clay workbook through webhook triggers. This tutorial walks you through setting up a webhook, configuring data mapping, and automating real-time updates to your Clay workbooks. Perfect for streamlining lead generation and data enrichment directly from your workflow!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cx_75X5sI_s"
-  title="Clay Integration with Sim Studio"
+  title="Clay Integration with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -188,11 +188,11 @@ Learn how to use the Clay Tool in Sim Studio to seamlessly insert data into a Cl
 
 With Clay, you can:
 
-- **Enrich agent outputs**: Automatically feed your Sim Studio agent data into Clay tables for structured tracking and analysis
-- **Trigger workflows via webhooks**: Use Clay’s webhook support to initiate Sim Studio agent tasks from within Clay
+- **Enrich agent outputs**: Automatically feed your Sim agent data into Clay tables for structured tracking and analysis
+- **Trigger workflows via webhooks**: Use Clay’s webhook support to initiate Sim agent tasks from within Clay
 - **Leverage data loops**: Seamlessly iterate over enriched data rows with agents that operate across dynamic datasets
 
-In Sim Studio, the Clay integration allows your agents to push structured data into Clay tables via webhooks. This makes it easy to collect, enrich, and manage dynamic outputs such as leads, research summaries, or action items—all in a collaborative, spreadsheet-like interface. Your agents can populate rows in real time, enabling asynchronous workflows where AI-generated insights are captured, reviewed, and used by your team. Whether you're automating research, enriching CRM data, or tracking operational outcomes, Clay becomes a living data layer that interacts intelligently with your agents. By connecting Sim Studio with Clay, you gain a powerful way to operationalize agent results, loop over datasets with precision, and maintain a clean, auditable record of AI-driven work.
+In Sim, the Clay integration allows your agents to push structured data into Clay tables via webhooks. This makes it easy to collect, enrich, and manage dynamic outputs such as leads, research summaries, or action items—all in a collaborative, spreadsheet-like interface. Your agents can populate rows in real time, enabling asynchronous workflows where AI-generated insights are captured, reviewed, and used by your team. Whether you're automating research, enriching CRM data, or tracking operational outcomes, Clay becomes a living data layer that interacts intelligently with your agents. By connecting Sim with Clay, you gain a powerful way to operationalize agent results, loop over datasets with precision, and maintain a clean, auditable record of AI-driven work.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/confluence.mdx

@@ -37,7 +37,7 @@ With Confluence, you can:
 - **Integrate with other tools**: Connect with Jira, Trello, and other Atlassian products for seamless workflow integration
 - **Control access permissions**: Manage who can view, edit, or comment on specific content
 
-In Sim Studio, the Confluence integration enables your agents to access and leverage your organization's knowledge base. Agents can retrieve information from Confluence pages, search for specific content, and even update documentation when needed. This allows your workflows to incorporate the collective knowledge stored in your Confluence instance, making it possible to build agents that can reference internal documentation, follow established procedures, and maintain up-to-date information resources as part of their operations.
+In Sim, the Confluence integration enables your agents to access and leverage your organization's knowledge base. Agents can retrieve information from Confluence pages, search for specific content, and even update documentation when needed. This allows your workflows to incorporate the collective knowledge stored in your Confluence instance, making it possible to build agents that can reference internal documentation, follow established procedures, and maintain up-to-date information resources as part of their operations.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/discord.mdx

@@ -39,11 +39,11 @@ With a Discord account or bot, you can:
 - **Get server**: Get information about a specific server
 - **Get user**: Get information about a specific user
 
-In Sim Studio, the Discord integration enables your agents to access and leverage your organization's Discord servers. Agents can retrieve information from Discord channels, search for specific users, get server information, and send messages. This allows your workflows to integrate with your Discord communities, automate notifications, and create interactive experiences.
+In Sim, the Discord integration enables your agents to access and leverage your organization's Discord servers. Agents can retrieve information from Discord channels, search for specific users, get server information, and send messages. This allows your workflows to integrate with your Discord communities, automate notifications, and create interactive experiences.
 
 > **Important:** To read message content, your Discord bot needs the "Message Content Intent" enabled in the Discord Developer Portal. Without this permission, you'll still receive message metadata but the content field will appear empty.
 
-Discord components in Sim Studio use efficient lazy loading, only fetching data when needed to minimize API calls and prevent rate limiting. Token refreshing happens automatically in the background to maintain your connection.
+Discord components in Sim use efficient lazy loading, only fetching data when needed to minimize API calls and prevent rate limiting. Token refreshing happens automatically in the background to maintain your connection.
 
 ### Setting Up Your Discord Bot
 

apps/docs/content/docs/tools/elevenlabs.mdx

@@ -33,7 +33,7 @@ With ElevenLabs, you can:
 - **Control speech parameters**: Adjust stability, clarity, and emotional tone to fine-tune output
 - **Add realistic emotions**: Incorporate natural-sounding emotions like happiness, sadness, or excitement
 
-In Sim Studio, the ElevenLabs integration enables your agents to convert text to lifelike speech, enhancing the interactivity and engagement of your applications. This is particularly valuable for creating voice assistants, generating audio content, developing accessible applications, or building conversational interfaces that feel more human. The integration allows you to seamlessly incorporate ElevenLabs' advanced speech synthesis capabilities into your agent workflows, bridging the gap between text-based AI and natural human communication.
+In Sim, the ElevenLabs integration enables your agents to convert text to lifelike speech, enhancing the interactivity and engagement of your applications. This is particularly valuable for creating voice assistants, generating audio content, developing accessible applications, or building conversational interfaces that feel more human. The integration allows you to seamlessly incorporate ElevenLabs' advanced speech synthesis capabilities into your agent workflows, bridging the gap between text-based AI and natural human communication.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/exa.mdx

@@ -26,7 +26,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers that provides highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
+[Exa](https://exa.ai/) is an AI-powered search engine designed specifically for developers and researchers, providing highly relevant and up-to-date information from across the web. It combines advanced semantic search capabilities with AI understanding to deliver more accurate and contextually relevant results than traditional search engines.
 
 With Exa, you can:
 
@@ -35,14 +35,16 @@ With Exa, you can:
 - **Access up-to-date information**: Retrieve current information from across the web
 - **Find similar content**: Discover related resources based on content similarity
 - **Extract webpage contents**: Retrieve and process the full text of web pages
+- **Answer questions with citations**: Ask questions and receive direct answers with supporting sources
+- **Perform research tasks**: Automate multi-step research workflows to gather, synthesize, and summarize information
 
-In Sim Studio, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, and find similar resources - all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
+In Sim, the Exa integration allows your agents to search the web for information, retrieve content from specific URLs, find similar resources, answer questions with citations, and conduct research tasks—all programmatically through API calls. This enables your agents to access real-time information from the internet, enhancing their ability to provide accurate, current, and relevant responses. The integration is particularly valuable for research tasks, information gathering, content discovery, and answering questions that require up-to-date information from across the web.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Search the web, retrieve content, find similar links, and answer questions using Exa
+Search the web, retrieve content, find similar links, and answer questions using Exa's powerful AI search capabilities.
 
 
 
@@ -142,6 +144,25 @@ Get an AI-generated answer to a question with citations from the web using Exa A
 | `url` | string |
 | `text` | string |
 
+### `exa_research`
+
+Perform comprehensive research using AI to generate detailed reports with citations
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | Yes | Research query or topic |
+| `includeText` | boolean | No | Include full text content in results |
+| `apiKey` | string | Yes | Exa AI API Key |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `taskId` | string |
+| `research` | string |
+
 
 
 ## Block Configuration
@@ -162,6 +183,7 @@ Get an AI-generated answer to a question with citations from the web using Exa A
 | `similarLinks` | json | similarLinks output from the block |
 | `answer` | string | answer output from the block |
 | `citations` | json | citations output from the block |
+| `research` | json | research output from the block |
 
 
 ## Notes

apps/docs/content/docs/tools/firecrawl.mdx

@@ -34,9 +34,9 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Firecrawl](https://firecrawl.dev/) is a powerful web scraping and content extraction API that integrates seamlessly into Sim Studio, enabling developers to extract clean, structured content from any website. This integration provides a simple way to transform web pages into usable data formats like Markdown and HTML while preserving the essential content.
+[Firecrawl](https://firecrawl.dev/) is a powerful web scraping and content extraction API that integrates seamlessly into Sim, enabling developers to extract clean, structured content from any website. This integration provides a simple way to transform web pages into usable data formats like Markdown and HTML while preserving the essential content.
 
-With Firecrawl in Sim Studio, you can:
+With Firecrawl in Sim, you can:
 
 - **Extract clean content**: Remove ads, navigation elements, and other distractions to get just the main content
 - **Convert to structured formats**: Transform web pages into Markdown, HTML, or JSON
@@ -44,8 +44,16 @@ With Firecrawl in Sim Studio, you can:
 - **Handle JavaScript-heavy sites**: Process content from modern web applications that rely on JavaScript
 - **Filter content**: Focus on specific parts of a page using CSS selectors
 - **Process at scale**: Handle high-volume scraping needs with a reliable API
+- **Search the web**: Perform intelligent web searches and retrieve structured results
+- **Crawl entire sites**: Crawl multiple pages from a website and aggregate their content
 
-The Firecrawl integration allows your agents to access and process web content programmatically without leaving the Sim Studio environment. This enables scenarios like research, content aggregation, data extraction, and information analysis from across the web. Your agents can gather information from websites, extract structured data, and use that information to make decisions or generate insights - all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, provide the target URL, and your agents can immediately begin working with web content in a clean, structured format.
+In Sim, the Firecrawl integration enables your agents to access and process web content programmatically as part of their workflows. Supported operations include:
+
+- **Scrape**: Extract structured content (Markdown, HTML, metadata) from a single web page.
+- **Search**: Search the web for information using Firecrawl's intelligent search capabilities.
+- **Crawl**: Crawl multiple pages from a website, returning structured content and metadata for each page.
+
+This allows your agents to gather information from websites, extract structured data, and use that information to make decisions or generate insights—all without having to navigate the complexities of raw HTML parsing or browser automation. Simply configure the Firecrawl block with your API key, select the operation (Scrape, Search, or Crawl), and provide the relevant parameters. Your agents can immediately begin working with web content in a clean, structured format.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -95,6 +103,28 @@ Search for information on the web using Firecrawl
 | `data` | string |
 | `warning` | string |
 
+### `firecrawl_crawl`
+
+Crawl entire websites and extract structured content from all accessible pages
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `url` | string | Yes | The website URL to crawl |
+| `limit` | number | No | Maximum number of pages to crawl \(default: 100\) |
+| `onlyMainContent` | boolean | No | Extract only main content from pages |
+| `apiKey` | string | Yes | Firecrawl API Key |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `jobId` | string |
+| `pages` | string |
+| `total` | string |
+| `creditsUsed` | string |
+
 
 
 ## Block Configuration
@@ -116,6 +146,9 @@ Search for information on the web using Firecrawl
 | `metadata` | json | metadata output from the block |
 | `data` | json | data output from the block |
 | `warning` | any | warning output from the block |
+| `pages` | json | pages output from the block |
+| `total` | number | total output from the block |
+| `creditsUsed` | number | creditsUsed output from the block |
 
 
 ## Notes

apps/docs/content/docs/tools/github.mdx

@@ -29,7 +29,7 @@ With GitHub, you can:
 - **Manage projects**: Organize work with project boards, milestones, and task tracking
 - **Document code**: Create and maintain documentation with GitHub Pages and wikis
 
-In Sim Studio, the GitHub integration enables your agents to interact directly with GitHub repositories and workflows. This allows for powerful automation scenarios such as code review assistance, pull request management, issue tracking, and repository exploration. Your agents can fetch repository data, analyze code changes, post comments on pull requests, and perform other GitHub operations programmatically. This integration bridges the gap between your AI workflows and your development processes, enabling seamless collaboration between your agents and your development team.
+In Sim, the GitHub integration enables your agents to interact directly with GitHub repositories and workflows. This allows for powerful automation scenarios such as code review assistance, pull request management, issue tracking, and repository exploration. Your agents can fetch repository data, analyze code changes, post comments on pull requests, and perform other GitHub operations programmatically. This integration bridges the gap between your AI workflows and your development processes, enabling seamless collaboration between your agents and your development team.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/gmail.mdx

@@ -45,7 +45,7 @@ With Gmail, you can:
 - **Access from anywhere**: Use Gmail across devices with synchronized content and settings
 - **Integrate with other services**: Connect with Google Calendar, Drive, and other productivity tools
 
-In Sim Studio, the Gmail integration enables your agents to send, read, and search emails programmatically. This allows for powerful automation scenarios such as sending notifications, processing incoming messages, extracting information from emails, and managing communication workflows. Your agents can compose and send personalized emails, search for specific messages using Gmail's query syntax, and extract content from emails to use in other parts of your workflow. Coming soon, agents will also be able to listen for new emails in real-time, enabling responsive workflows that can trigger actions based on incoming messages. This integration bridges the gap between your AI workflows and email communications, enabling seamless interaction with one of the world's most widely used communication platforms.
+In Sim, the Gmail integration enables your agents to send, read, and search emails programmatically. This allows for powerful automation scenarios such as sending notifications, processing incoming messages, extracting information from emails, and managing communication workflows. Your agents can compose and send personalized emails, search for specific messages using Gmail's query syntax, and extract content from emails to use in other parts of your workflow. Coming soon, agents will also be able to listen for new emails in real-time, enabling responsive workflows that can trigger actions based on incoming messages. This integration bridges the gap between your AI workflows and email communications, enabling seamless interaction with one of the world's most widely used communication platforms.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/google_calendar.mdx

@@ -84,13 +84,13 @@ With Google Calendar, you can:
 - **View and search events**: Easily find and access your scheduled events across multiple calendars
 - **Manage multiple calendars**: Organize different types of events across various calendars
 
-In Sim Studio, the Google Calendar integration enables your agents to programmatically create, read, and manage calendar events. This allows for powerful automation scenarios such as scheduling meetings, sending calendar invites, checking availability, and managing event details. Your agents can create events with natural language input, send automated calendar invitations to attendees, retrieve event information, and list upcoming events. This integration bridges the gap between your AI workflows and calendar management, enabling seamless scheduling automation and coordination with one of the world's most widely used calendar platforms.
+In Sim, the Google Calendar integration enables your agents to programmatically create, read, and manage calendar events. This allows for powerful automation scenarios such as scheduling meetings, sending calendar invites, checking availability, and managing event details. Your agents can create events with natural language input, send automated calendar invitations to attendees, retrieve event information, and list upcoming events. This integration bridges the gap between your AI workflows and calendar management, enabling seamless scheduling automation and coordination with one of the world's most widely used calendar platforms.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients
+Integrate Google Calendar functionality to create, read, update, and list calendar events within your workflow. Automate scheduling, check availability, and manage events using OAuth authentication. Email invitations are sent asynchronously and delivery depends on recipients' Google Calendar settings.
 
 
 

apps/docs/content/docs/tools/google_docs.mdx

@@ -29,37 +29,37 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Docs](https://docs.google.com) is a powerful cloud-based document creation and editing service that allows users to create, edit, and collaborate on documents in real-time. As part of Google's productivity suite, Google Docs offers a versatile platform for text documents with robust formatting, commenting, and sharing capabilities.
 
-Learn how to integrate the Google Docs "Read" tool in Sim Studio to effortlessly fetch data from your docs and to integrate into your workflows. This tutorial walks you through connecting Google Docs, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
+Learn how to integrate the Google Docs "Read" tool in Sim to effortlessly fetch data from your docs and to integrate into your workflows. This tutorial walks you through connecting Google Docs, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/f41gy9rBHhE"
-  title="Use the Google Docs Read tool in Sim Studio"
+  title="Use the Google Docs Read tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to integrate the Google Docs "Update" tool in Sim Studio to effortlessly add content in your docs through your workflows. This tutorial walks you through connecting Google Docs, configuring data writes, and using that information to automate document updates seamlessly. Perfect for maintaining dynamic, real-time documentation with minimal effort.
+Learn how to integrate the Google Docs "Update" tool in Sim to effortlessly add content in your docs through your workflows. This tutorial walks you through connecting Google Docs, configuring data writes, and using that information to automate document updates seamlessly. Perfect for maintaining dynamic, real-time documentation with minimal effort.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/L64ROHS2ivA"
-  title="Use the Google Docs Update tool in Sim Studio"
+  title="Use the Google Docs Update tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to integrate the Google Docs "Create" tool in Sim Studio to effortlessly generate new documents through your workflows. This tutorial walks you through connecting Google Docs, setting up document creation, and using workflow data to populate content automatically. Perfect for streamlining document generation and enhancing productivity.
+Learn how to integrate the Google Docs "Create" tool in Sim to effortlessly generate new documents through your workflows. This tutorial walks you through connecting Google Docs, setting up document creation, and using workflow data to populate content automatically. Perfect for streamlining document generation and enhancing productivity.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/lWpHH4qddWk"
-  title="Use the Google Docs Create tool in Sim Studio"
+  title="Use the Google Docs Create tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -75,7 +75,7 @@ With Google Docs, you can:
 - **Work offline**: Continue working without internet connection with changes syncing when back online
 - **Integrate with other services**: Connect with Google Drive, Sheets, Slides, and third-party applications
 
-In Sim Studio, the Google Docs integration enables your agents to interact directly with document content programmatically. This allows for powerful automation scenarios such as document creation, content extraction, collaborative editing, and document management. Your agents can read existing documents to extract information, write to documents to update content, and create new documents from scratch. This integration bridges the gap between your AI workflows and document management, enabling seamless interaction with one of the world's most widely used document platforms. By connecting Sim Studio with Google Docs, you can automate document workflows, generate reports, extract insights from documents, and maintain documentation - all through your intelligent agents.
+In Sim, the Google Docs integration enables your agents to interact directly with document content programmatically. This allows for powerful automation scenarios such as document creation, content extraction, collaborative editing, and document management. Your agents can read existing documents to extract information, write to documents to update content, and create new documents from scratch. This integration bridges the gap between your AI workflows and document management, enabling seamless interaction with one of the world's most widely used document platforms. By connecting Sim with Google Docs, you can automate document workflows, generate reports, extract insights from documents, and maintain documentation - all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/google_drive.mdx

@@ -46,13 +46,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Drive](https://drive.google.com) is Google's cloud storage and file synchronization service that allows users to store files, synchronize files across devices, and share files with others. As a core component of Google's productivity ecosystem, Google Drive offers robust storage, organization, and collaboration capabilities.
 
-Learn how to integrate the Google Drive tool in Sim Studio to effortlessly pull information from your Drive through your workflows. This tutorial walks you through connecting Google Drive, setting up data retrieval, and using stored documents and files to enhance automation. Perfect for syncing important data with your agents in real-time.
+Learn how to integrate the Google Drive tool in Sim to effortlessly pull information from your Drive through your workflows. This tutorial walks you through connecting Google Drive, setting up data retrieval, and using stored documents and files to enhance automation. Perfect for syncing important data with your agents in real-time.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cRoRr4b-EAs"
-  title="Use the Google Drive tool in Sim Studio"
+  title="Use the Google Drive tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -67,7 +67,7 @@ With Google Drive, you can:
 - **Access across devices**: Use Google Drive on desktop, mobile, and web platforms
 - **Integrate with other services**: Connect with Google Docs, Sheets, Slides, and third-party applications
 
-In Sim Studio, the Google Drive integration enables your agents to interact directly with your cloud storage programmatically. This allows for powerful automation scenarios such as file management, content organization, and document workflows. Your agents can upload new files to specific folders, download existing files to process their contents, and list folder contents to navigate your storage structure. This integration bridges the gap between your AI workflows and your document management system, enabling seamless file operations without manual intervention. By connecting Sim Studio with Google Drive, you can automate file-based workflows, manage documents intelligently, and incorporate cloud storage operations into your agent's capabilities.
+In Sim, the Google Drive integration enables your agents to interact directly with your cloud storage programmatically. This allows for powerful automation scenarios such as file management, content organization, and document workflows. Your agents can upload new files to specific folders, download existing files to process their contents, and list folder contents to navigate your storage structure. This integration bridges the gap between your AI workflows and your document management system, enabling seamless file operations without manual intervention. By connecting Sim with Google Drive, you can automate file-based workflows, manage documents intelligently, and incorporate cloud storage operations into your agent's capabilities.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/google_search.mdx

@@ -32,13 +32,13 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Search](https://www.google.com) is the world's most widely used search engine, providing access to billions of web pages and information sources. Google Search uses sophisticated algorithms to deliver relevant search results based on user queries, making it an essential tool for finding information on the internet.
 
-Learn how to integrate the Google Search tool in Sim Studio to effortlessly fetch real-time search results through your workflows. This tutorial walks you through connecting Google Search, configuring search queries, and using live data to enhance automation. Perfect for powering your agents with up-to-date information and smarter decision-making.
+Learn how to integrate the Google Search tool in Sim to effortlessly fetch real-time search results through your workflows. This tutorial walks you through connecting Google Search, configuring search queries, and using live data to enhance automation. Perfect for powering your agents with up-to-date information and smarter decision-making.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/1B7hV9b5UMQ"
-  title="Use the Google Search tool in Sim Studio"
+  title="Use the Google Search tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -52,7 +52,7 @@ With Google Search, you can:
 - **Access knowledge graphs**: Get structured information about people, places, and things
 - **Utilize search features**: Take advantage of specialized search tools like calculators, unit converters, and more
 
-In Sim Studio, the Google Search integration enables your agents to search the web programmatically and incorporate search results into their workflows. This allows for powerful automation scenarios such as research, fact-checking, data gathering, and information synthesis. Your agents can formulate search queries, retrieve relevant results, and extract information from those results to make decisions or generate insights. This integration bridges the gap between your AI workflows and the vast information available on the web, enabling your agents to access up-to-date information from across the internet. By connecting Sim Studio with Google Search, you can create agents that stay informed with the latest information, verify facts, conduct research, and provide users with relevant web content - all without leaving your workflow.
+In Sim, the Google Search integration enables your agents to search the web programmatically and incorporate search results into their workflows. This allows for powerful automation scenarios such as research, fact-checking, data gathering, and information synthesis. Your agents can formulate search queries, retrieve relevant results, and extract information from those results to make decisions or generate insights. This integration bridges the gap between your AI workflows and the vast information available on the web, enabling your agents to access up-to-date information from across the internet. By connecting Sim with Google Search, you can create agents that stay informed with the latest information, verify facts, conduct research, and provide users with relevant web content - all without leaving your workflow.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/google_sheets.mdx

@@ -32,49 +32,49 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [Google Sheets](https://sheets.google.com) is a powerful cloud-based spreadsheet application that allows users to create, edit, and collaborate on spreadsheets in real-time. As part of Google's productivity suite, Google Sheets offers a versatile platform for data organization, analysis, and visualization with robust formatting, formula, and sharing capabilities.
 
-Learn how to integrate the Google Sheets "Read" tool in Sim Studio to effortlessly fetch data from your spreadsheets to integrate into your workflows. This tutorial walks you through connecting Google Sheets, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
+Learn how to integrate the Google Sheets "Read" tool in Sim to effortlessly fetch data from your spreadsheets to integrate into your workflows. This tutorial walks you through connecting Google Sheets, setting up data reads, and using that information to automate processes in real-time. Perfect for syncing live data with your agents.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/xxP7MZRuq_0"
-  title="Use the Google Sheets Read tool in Sim Studio"
+  title="Use the Google Sheets Read tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Discover how to use the Google Sheets "Write" tool in Sim Studio to automatically send data from your workflows to your Google Sheets. This tutorial covers setting up the integration, configuring write operations, and updating your sheets seamlessly as workflows execute. Perfect for maintaining real-time records without manual input.
+Discover how to use the Google Sheets "Write" tool in Sim to automatically send data from your workflows to your Google Sheets. This tutorial covers setting up the integration, configuring write operations, and updating your sheets seamlessly as workflows execute. Perfect for maintaining real-time records without manual input.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/cO86qTj7qeY"
-  title="Use the Google Sheets Write tool in Sim Studio"
+  title="Use the Google Sheets Write tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Explore how to leverage the Google Sheets "Update" tool in Sim Studio to modify existing entries in your spreadsheets based on workflow execution. This tutorial demonstrates setting up the update logic, mapping data fields, and synchronizing changes instantly. Perfect for keeping your data current and consistent.
+Explore how to leverage the Google Sheets "Update" tool in Sim to modify existing entries in your spreadsheets based on workflow execution. This tutorial demonstrates setting up the update logic, mapping data fields, and synchronizing changes instantly. Perfect for keeping your data current and consistent.
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/95by2fL9yn4"
-  title="Use the Google Sheets Update tool in Sim Studio"
+  title="Use the Google Sheets Update tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to use the Google Sheets "Append" tool in Sim Studio to effortlessly add new rows of data to your spreadsheets during workflow execution. This tutorial walks you through setting up the integration, configuring append actions, and ensuring smooth data growth. Perfect for expanding records without manual effort!
+Learn how to use the Google Sheets "Append" tool in Sim to effortlessly add new rows of data to your spreadsheets during workflow execution. This tutorial walks you through setting up the integration, configuring append actions, and ensuring smooth data growth. Perfect for expanding records without manual effort!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/8DgNvLBCsAo"
-  title="Use the Google Sheets Append tool in Sim Studio"
+  title="Use the Google Sheets Append tool in Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -90,7 +90,7 @@ With Google Sheets, you can:
 - **Work offline**: Continue working without internet connection with changes syncing when back online
 - **Integrate with other services**: Connect with Google Drive, Forms, and third-party applications
 
-In Sim Studio, the Google Sheets integration enables your agents to interact directly with spreadsheet data programmatically. This allows for powerful automation scenarios such as data extraction, analysis, reporting, and management. Your agents can read existing spreadsheets to extract information, write to spreadsheets to update data, and create new spreadsheets from scratch. This integration bridges the gap between your AI workflows and data management, enabling seamless interaction with structured data. By connecting Sim Studio with Google Sheets, you can automate data workflows, generate reports, extract insights from data, and maintain up-to-date information - all through your intelligent agents. The integration supports various data formats and range specifications, making it flexible enough to handle diverse data management needs while maintaining the collaborative and accessible nature of Google Sheets.
+In Sim, the Google Sheets integration enables your agents to interact directly with spreadsheet data programmatically. This allows for powerful automation scenarios such as data extraction, analysis, reporting, and management. Your agents can read existing spreadsheets to extract information, write to spreadsheets to update data, and create new spreadsheets from scratch. This integration bridges the gap between your AI workflows and data management, enabling seamless interaction with structured data. By connecting Sim with Google Sheets, you can automate data workflows, generate reports, extract insights from data, and maintain up-to-date information - all through your intelligent agents. The integration supports various data formats and range specifications, making it flexible enough to handle diverse data management needs while maintaining the collaborative and accessible nature of Google Sheets.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/huggingface.mdx

@@ -60,7 +60,7 @@ Natural language processing: Process and analyze text with specialized NLP model
 Deploy at scale: Host and serve models for production applications
 Customize models: Fine-tune existing models for specific use cases
 
-In Sim Studio, the HuggingFace integration enables your agents to programmatically generate completions using the HuggingFace Inference API. This allows for powerful automation scenarios such as content generation, text analysis, code completion, and creative writing. Your agents can generate completions with natural language prompts, access specialized models for different tasks, and integrate AI-generated content into workflows. This integration bridges the gap between your AI workflows and machine learning capabilities, enabling seamless AI-powered automation with one of the world's most comprehensive ML platforms.
+In Sim, the HuggingFace integration enables your agents to programmatically generate completions using the HuggingFace Inference API. This allows for powerful automation scenarios such as content generation, text analysis, code completion, and creative writing. Your agents can generate completions with natural language prompts, access specialized models for different tasks, and integrate AI-generated content into workflows. This integration bridges the gap between your AI workflows and machine learning capabilities, enabling seamless AI-powered automation with one of the world's most comprehensive ML platforms.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/image_generator.mdx

@@ -40,13 +40,13 @@ With DALL-E, you can:
 - **Visualize products**: Generate product mockups and design concepts
 - **Illustrate ideas**: Turn written concepts into visual illustrations
 
-In Sim Studio, the DALL-E integration enables your agents to generate images programmatically as part of their workflows. This allows for powerful automation scenarios such as content creation, visual design, and creative ideation. Your agents can formulate detailed prompts, generate corresponding images, and incorporate these visuals into their outputs or downstream processes. This integration bridges the gap between natural language processing and visual content creation, enabling your agents to communicate not just through text but also through compelling imagery. By connecting Sim Studio with DALL-E, you can create agents that produce visual content on demand, illustrate concepts, generate design assets, and enhance user experiences with rich visual elements - all without requiring human intervention in the creative process.
+In Sim, the DALL-E integration enables your agents to generate images programmatically as part of their workflows. This allows for powerful automation scenarios such as content creation, visual design, and creative ideation. Your agents can formulate detailed prompts, generate corresponding images, and incorporate these visuals into their outputs or downstream processes. This integration bridges the gap between natural language processing and visual content creation, enabling your agents to communicate not just through text but also through compelling imagery. By connecting Sim with DALL-E, you can create agents that produce visual content on demand, illustrate concepts, generate design assets, and enhance user experiences with rich visual elements - all without requiring human intervention in the creative process.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Create high-quality images using OpenAI
+Create high-quality images using OpenAI's image generation models. Configure resolution, quality, style, and other parameters to get exactly the image you need.
 
 
 

apps/docs/content/docs/tools/index.mdx

@@ -7,7 +7,7 @@ import { Card, Cards } from "fumadocs-ui/components/card";
 import { Step, Steps } from "fumadocs-ui/components/steps";
 import { Tab, Tabs } from "fumadocs-ui/components/tabs";
 
-Tools are powerful components in Sim Studio that allow your workflows to interact with external services, process data, and perform specialized tasks. They extend the capabilities of your agents and workflows by providing access to various APIs and services.
+Tools are powerful components in Sim that allow your workflows to interact with external services, process data, and perform specialized tasks. They extend the capabilities of your agents and workflows by providing access to various APIs and services.
 
 ## What is a Tool?
 
@@ -15,7 +15,7 @@ A tool is a specialized component that provides a specific functionality or inte
 
 ## Using Tools in Workflows
 
-There are two primary ways to use tools in your Sim Studio workflows:
+There are two primary ways to use tools in your Sim workflows:
 
 <Steps>
   <Step>
@@ -43,7 +43,7 @@ Each tool requires specific configuration to function properly. Common configura
 
 ## Available Tools
 
-Sim Studio provides a diverse collection of tools for various purposes, including:
+Sim provides a diverse collection of tools for various purposes, including:
 
 - **AI and Language Processing**: OpenAI, ElevenLabs, Translation services
 - **Search and Research**: Google Search, Tavily, Exa, Perplexity
@@ -64,3 +64,14 @@ Tools typically return structured data that can be processed by subsequent block
 - Status information
 
 Refer to each tool's specific documentation to understand its exact output format.
+
+## YAML Configuration
+
+For detailed YAML workflow configuration and syntax, see the [YAML Workflow Reference](/yaml) documentation. This includes comprehensive guides for:
+
+- **Block Reference Syntax**: How to connect and reference data between blocks
+- **Tool Configuration**: Using tools in both standalone blocks and agent configurations  
+- **Environment Variables**: Secure handling of API keys and credentials
+- **Complete Examples**: Real-world workflow patterns and configurations
+
+For specific tool parameters and configuration options, refer to each tool's individual documentation page.

apps/docs/content/docs/tools/jina.mdx

@@ -45,11 +45,11 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Jina AI](https://jina.ai/) is a powerful content extraction tool that seamlessly integrates with Sim Studio to transform web content into clean, readable text. This integration allows developers to easily incorporate web content processing capabilities into their agentic workflows.
+[Jina AI](https://jina.ai/) is a powerful content extraction tool that seamlessly integrates with Sim to transform web content into clean, readable text. This integration allows developers to easily incorporate web content processing capabilities into their agentic workflows.
 
 Jina AI Reader specializes in extracting the most relevant content from web pages, removing clutter, advertisements, and formatting issues to produce clean, structured text that's optimized for language models and other text processing tasks.
 
-With the Jina AI integration in Sim Studio, you can:
+With the Jina AI integration in Sim, you can:
 
 - **Extract clean content** from any web page by simply providing a URL
 - **Process complex web layouts** into structured, readable text
@@ -63,7 +63,7 @@ This integration is particularly valuable for building agents that need to gathe
 
 ## Usage Instructions
 
-Transform web content into clean, readable text using Jina AI
+Transform web content into clean, readable text using Jina AI's advanced extraction capabilities. Extract meaningful content from websites while preserving important information and optionally gathering links.
 
 
 

apps/docs/content/docs/tools/jira.mdx

@@ -37,7 +37,7 @@ Key features of Jira include:
 - Workflow Automation: Powerful automation rules to streamline repetitive tasks and processes
 - Advanced Search: JQL (Jira Query Language) for complex issue filtering and reporting
 
-In Sim Studio, the Jira integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to create, retrieve, and update Jira issues programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim Studio with Jira, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
+In Sim, the Jira integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to create, retrieve, and update Jira issues programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim with Jira, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/knowledge.mdx

@@ -31,7 +31,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-Sim Studio's Knowledge Base is a powerful native feature that enables you to create, manage, and query custom knowledge bases directly within the platform. Using advanced AI embeddings and vector search technology, the Knowledge Base block allows you to build intelligent search capabilities into your workflows, making it easy to find and utilize relevant information across your organization.
+Sim's Knowledge Base is a powerful native feature that enables you to create, manage, and query custom knowledge bases directly within the platform. Using advanced AI embeddings and vector search technology, the Knowledge Base block allows you to build intelligent search capabilities into your workflows, making it easy to find and utilize relevant information across your organization.
 
 The Knowledge Base system provides a comprehensive solution for managing organizational knowledge through its flexible and scalable architecture. With its built-in vector search capabilities, teams can perform semantic searches that understand meaning and context, going beyond traditional keyword matching.
 
@@ -43,7 +43,7 @@ Key features of the Knowledge Base include:
 - Flexible Content Types: Support for various document formats and content types
 - Real-time Updates: Immediate indexing of new content for instant searchability
 
-In Sim Studio, the Knowledge Base block enables your agents to perform intelligent semantic searches across your custom knowledge bases. This creates opportunities for automated information retrieval, content recommendations, and knowledge discovery as part of your AI workflows. The integration allows agents to search and retrieve relevant information programmatically, facilitating automated knowledge management tasks and ensuring that important information is easily accessible. By leveraging the Knowledge Base block, you can build intelligent agents that enhance information discovery while automating routine knowledge management tasks, improving team efficiency and ensuring consistent access to organizational knowledge.
+In Sim, the Knowledge Base block enables your agents to perform intelligent semantic searches across your custom knowledge bases. This creates opportunities for automated information retrieval, content recommendations, and knowledge discovery as part of your AI workflows. The integration allows agents to search and retrieve relevant information programmatically, facilitating automated knowledge management tasks and ensuring that important information is easily accessible. By leveraging the Knowledge Base block, you can build intelligent agents that enhance information discovery while automating routine knowledge management tasks, improving team efficiency and ensuring consistent access to organizational knowledge.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/linear.mdx

@@ -36,7 +36,7 @@ Key features of Linear include:
 - Workflow Automation: Powerful automation rules to streamline repetitive tasks and processes
 - Advanced Search: Complex filtering and reporting capabilities for efficient issue management
 
-In Sim Studio, the Linear integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to read existing issues and create new ones programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim Studio with Linear, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
+In Sim, the Linear integration allows your agents to seamlessly interact with your project management workflow. This creates opportunities for automated issue creation, updates, and tracking as part of your AI workflows. The integration enables agents to read existing issues and create new ones programmatically, facilitating automated project management tasks and ensuring that important information is properly tracked and documented. By connecting Sim with Linear, you can build intelligent agents that maintain project visibility while automating routine project management tasks, enhancing team productivity and ensuring consistent project tracking.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/linkup.mdx

@@ -28,7 +28,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Linkup](https://linkup.so) is a powerful web search tool that integrates seamlessly with Sim Studio, allowing your AI agents to access up-to-date information from the web with proper source attribution.
+[Linkup](https://linkup.so) is a powerful web search tool that integrates seamlessly with Sim, allowing your AI agents to access up-to-date information from the web with proper source attribution.
 
 Linkup enhances your AI agents by providing them with the ability to search the web for current information. When integrated into your agent's toolkit:
 

apps/docs/content/docs/tools/mem0.mdx

@@ -38,7 +38,7 @@ With Mem0, you can:
 - **Implement long-term memory**: Create agents that learn and adapt over time
 - **Scale memory management**: Handle memory needs for multiple users and complex workflows
 
-In Sim Studio, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Sim Studio with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.
+In Sim, the Mem0 integration enables your agents to maintain persistent memory across workflow executions. This allows for more natural, context-aware interactions where agents can recall past conversations, remember user preferences, and build upon previous interactions. By connecting Sim with Mem0, you can create agents that feel more human-like in their ability to remember and learn from past experiences. The integration supports adding new memories, searching existing memories semantically, and retrieving specific memory records. This memory management capability is essential for building sophisticated agents that can maintain context over time, personalize interactions based on user history, and continuously improve their performance through accumulated knowledge.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/meta.json

@@ -2,6 +2,7 @@
   "items": [
     "index",
     "airtable",
+    "arxiv",
     "browser_use",
     "clay",
     "confluence",
@@ -34,8 +35,10 @@
     "outlook",
     "perplexity",
     "pinecone",
+    "qdrant",
     "reddit",
     "s3",
+    "schedule",
     "serper",
     "slack",
     "stagehand",
@@ -49,7 +52,9 @@
     "typeform",
     "vision",
     "wealthbox",
+    "webhook",
     "whatsapp",
+    "wikipedia",
     "x",
     "youtube"
   ]

apps/docs/content/docs/tools/microsoft_excel.mdx

@@ -78,7 +78,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Microsoft Teams](https://www.microsoft.com/en-us/microsoft-365/excel) is a powerful spreadsheet application that enables data management, analysis, and visualization. Through the Microsoft Excel integration in Sim Studio, you can programmatically read, write, and manipulate spreadsheet data to support your workflow automation needs.
+[Microsoft Teams](https://www.microsoft.com/en-us/microsoft-365/excel) is a powerful spreadsheet application that enables data management, analysis, and visualization. Through the Microsoft Excel integration in Sim, you can programmatically read, write, and manipulate spreadsheet data to support your workflow automation needs.
 
 With Microsoft Excel integration, you can:
 
@@ -88,7 +88,7 @@ With Microsoft Excel integration, you can:
 - **Handle Multiple Sheets**: Work with multiple worksheets in a workbook
 - **Process Data**: Import, export, and transform spreadsheet data
 
-In Sim Studio, the Microsoft Excel integration provides seamless access to spreadsheet functionality through OAuth authentication. You can read data from specific ranges, write new information, update existing cells, and handle various data formats. The integration supports both reading and writing operations with flexible input and output options. This enables you to build workflows that can effectively manage spreadsheet data, whether you're extracting information for analysis, updating records automatically, or maintaining data consistency across your applications.
+In Sim, the Microsoft Excel integration provides seamless access to spreadsheet functionality through OAuth authentication. You can read data from specific ranges, write new information, update existing cells, and handle various data formats. The integration supports both reading and writing operations with flexible input and output options. This enables you to build workflows that can effectively manage spreadsheet data, whether you're extracting information for analysis, updating records automatically, or maintaining data consistency across your applications.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/microsoft_teams.mdx

@@ -92,7 +92,7 @@ With Microsoft Teams, you can:
 - **Access across devices**: Use Teams on desktop, web, and mobile with cloud-synced conversations  
 - **Secure communication**: Leverage enterprise-grade security and compliance features
 
-In Sim Studio, the Microsoft Teams integration enables your agents to interact directly with chat messages programmatically. This allows for powerful automation scenarios such as sending updates, posting alerts, coordinating tasks, and responding to conversations in real time. Your agents can write new messages to chats or channels, update content based on workflow data, and engage with users where collaboration happens. By integrating Sim Studio with Microsoft Teams, you bridge the gap between intelligent workflows and team communication — empowering your agents to streamline collaboration, automate communication tasks, and keep your teams aligned.
+In Sim, the Microsoft Teams integration enables your agents to interact directly with chat messages programmatically. This allows for powerful automation scenarios such as sending updates, posting alerts, coordinating tasks, and responding to conversations in real time. Your agents can write new messages to chats or channels, update content based on workflow data, and engage with users where collaboration happens. By integrating Sim with Microsoft Teams, you bridge the gap between intelligent workflows and team communication — empowering your agents to streamline collaboration, automate communication tasks, and keep your teams aligned.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/notion.mdx

@@ -29,7 +29,17 @@ With Notion, you can:
 - **Connect information**: Link between pages and databases to create a knowledge network
 - **Access anywhere**: Use Notion across web, desktop, and mobile platforms with automatic syncing
 
-In Sim Studio, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can read existing Notion pages to extract information, write to pages to update content, and create new pages from scratch. This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim Studio with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
+In Sim, the Notion integration enables your agents to interact directly with your Notion workspace programmatically. This allows for powerful automation scenarios such as knowledge management, content creation, and information retrieval. Your agents can:
+
+- **Read Notion pages**: Extract content and metadata from any Notion page.
+- **Read Notion databases**: Retrieve database structure and information.
+- **Write to pages**: Append new content to existing Notion pages.
+- **Create new pages**: Generate new Notion pages under a parent page, with custom titles and content.
+- **Query databases**: Search and filter database entries using advanced filter and sort criteria.
+- **Search workspace**: Search across your entire Notion workspace for pages or databases matching specific queries.
+- **Create new databases**: Programmatically create new databases with custom properties and structure.
+
+This integration bridges the gap between your AI workflows and your knowledge base, enabling seamless documentation and information management. By connecting Sim with Notion, you can automate documentation processes, maintain up-to-date information repositories, generate reports, and organize information intelligently—all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -62,6 +72,30 @@ Read content from a Notion page
 | `createdTime` | string |
 | `url` | string |
 
+### `notion_read_database`
+
+Read database information and structure from Notion
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessToken` | string | Yes | Notion OAuth access token |
+| `databaseId` | string | Yes | The ID of the Notion database to read |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `metadata` | string |
+| `url` | string |
+| `id` | string |
+| `createdTime` | string |
+| `lastEditedTime` | string |
+| `properties` | string |
+| `content` | string |
+| `title` | string |
+
 ### `notion_write`
 
 Append content to a Notion page
@@ -89,10 +123,8 @@ Create a new page in Notion
 | Parameter | Type | Required | Description |
 | --------- | ---- | -------- | ----------- |
 | `accessToken` | string | Yes | Notion OAuth access token |
-| `parentType` | string | Yes | Type of parent:  |
-| `parentId` | string | Yes | ID of the parent page or database |
-| `title` | string | No | Title of the page \(required for parent pages, not for databases\) |
-| `properties` | json | No | JSON object of properties for database pages |
+| `parentId` | string | Yes | ID of the parent page |
+| `title` | string | No | Title of the new page |
 | `content` | string | No | Optional content to add to the page upon creation |
 
 #### Output
@@ -101,6 +133,77 @@ Create a new page in Notion
 | --------- | ---- |
 | `content` | string |
 
+### `notion_query_database`
+
+Query and filter Notion database entries with advanced filtering
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessToken` | string | Yes | Notion OAuth access token |
+| `databaseId` | string | Yes | The ID of the database to query |
+| `filter` | string | No | Filter conditions as JSON \(optional\) |
+| `sorts` | string | No | Sort criteria as JSON array \(optional\) |
+| `pageSize` | number | No | Number of results to return \(default: 100, max: 100\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `content` | string |
+| `metadata` | string |
+| `hasMore` | string |
+| `nextCursor` | string |
+| `results` | string |
+
+### `notion_search`
+
+Search across all pages and databases in Notion workspace
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessToken` | string | Yes | Notion OAuth access token |
+| `query` | string | No | Search terms \(leave empty to get all pages\) |
+| `filterType` | string | No | Filter by object type: page, database, or leave empty for all |
+| `pageSize` | number | No | Number of results to return \(default: 100, max: 100\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `content` | string |
+| `metadata` | string |
+| `hasMore` | string |
+| `nextCursor` | string |
+| `results` | string |
+
+### `notion_create_database`
+
+Create a new database in Notion with custom properties
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `accessToken` | string | Yes | Notion OAuth access token |
+| `parentId` | string | Yes | ID of the parent page where the database will be created |
+| `title` | string | Yes | Title for the new database |
+| `properties` | string | No | Database properties as JSON object \(optional, will create a default  |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `metadata` | string |
+| `url` | string |
+| `createdTime` | string |
+| `properties` | string |
+| `content` | string |
+| `title` | string |
+
 
 
 ## Block Configuration

apps/docs/content/docs/tools/openai.mdx

@@ -37,13 +37,13 @@ With OpenAI, you can:
 - **Translate languages**: Convert content between different languages with high accuracy
 - **Summarize content**: Condense long-form text while preserving key information
 
-In Sim Studio, the OpenAI integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, content generation, and semantic analysis. Your agents can generate vector embeddings from text, which are numerical representations that capture semantic meaning, enabling advanced search, classification, and recommendation systems. Additionally, through the DALL-E integration, agents can create images from text descriptions, opening up possibilities for visual content generation. This integration bridges the gap between your workflow automation and state-of-the-art AI capabilities, enabling your agents to understand context, generate relevant content, and make intelligent decisions based on semantic understanding. By connecting Sim Studio with OpenAI, you can create agents that process information more intelligently, generate creative content, and deliver more personalized experiences to users.
+In Sim, the OpenAI integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, content generation, and semantic analysis. Your agents can generate vector embeddings from text, which are numerical representations that capture semantic meaning, enabling advanced search, classification, and recommendation systems. Additionally, through the DALL-E integration, agents can create images from text descriptions, opening up possibilities for visual content generation. This integration bridges the gap between your workflow automation and state-of-the-art AI capabilities, enabling your agents to understand context, generate relevant content, and make intelligent decisions based on semantic understanding. By connecting Sim with OpenAI, you can create agents that process information more intelligently, generate creative content, and deliver more personalized experiences to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Convert text into numerical vector representations using OpenAI
+Convert text into numerical vector representations using OpenAI's embedding models. Transform text data into embeddings for semantic search, clustering, and other vector-based operations.
 
 
 

apps/docs/content/docs/tools/outlook.mdx

@@ -134,7 +134,7 @@ With Microsoft Outlook, you can:
 - **Access across devices**: Use Outlook on desktop, web, and mobile with real-time sync  
 - **Maintain privacy and security**: Leverage enterprise-grade encryption and compliance controls
 
-In Sim Studio, the Microsoft Outlook integration enables your agents to interact directly with email and calendar data programmatically. This allows for powerful automation scenarios such as sending custom email updates, parsing incoming messages for workflow triggers, creating calendar events, and managing task reminders. By connecting Sim Studio with Microsoft Outlook, you enable intelligent agents to automate communications, streamline scheduling, and maintain visibility into organizational correspondence — all within your workflow ecosystem.
+In Sim, the Microsoft Outlook integration enables your agents to interact directly with email and calendar data programmatically. This allows for powerful automation scenarios such as sending custom email updates, parsing incoming messages for workflow triggers, creating calendar events, and managing task reminders. By connecting Sim with Microsoft Outlook, you enable intelligent agents to automate communications, streamline scheduling, and maintain visibility into organizational correspondence — all within your workflow ecosystem.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/perplexity.mdx

@@ -31,7 +31,7 @@ With Perplexity AI, you can:
 - **Research efficiently**: Streamline research processes with comprehensive answers to complex queries
 - **Interact conversationally**: Engage in natural dialogue to refine questions and explore topics
 
-In Sim Studio, the Perplexity integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, real-time information retrieval, and content generation. Your agents can formulate queries, receive comprehensive answers with citations, and incorporate this information into their decision-making processes or outputs. This integration bridges the gap between your workflow automation and access to current, reliable information, enabling your agents to make more informed decisions and provide more accurate responses. By connecting Sim Studio with Perplexity, you can create agents that stay current with the latest information, provide well-researched answers, and deliver more valuable insights to users - all without requiring manual research or information gathering.
+In Sim, the Perplexity integration enables your agents to leverage these powerful AI capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language understanding, real-time information retrieval, and content generation. Your agents can formulate queries, receive comprehensive answers with citations, and incorporate this information into their decision-making processes or outputs. This integration bridges the gap between your workflow automation and access to current, reliable information, enabling your agents to make more informed decisions and provide more accurate responses. By connecting Sim with Perplexity, you can create agents that stay current with the latest information, provide well-researched answers, and deliver more valuable insights to users - all without requiring manual research or information gathering.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/pinecone.mdx

@@ -39,13 +39,13 @@ With Pinecone, you can:
 - **Scale seamlessly**: Handle billions of vectors with consistent performance
 - **Maintain real-time indexes**: Update your vector database in real-time as new data arrives
 
-In Sim Studio, the Pinecone integration enables your agents to leverage vector search capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language processing with semantic search and retrieval. Your agents can generate embeddings from text, store these vectors in Pinecone indexes, and perform similarity searches to find the most relevant information. This integration bridges the gap between your AI workflows and vector search infrastructure, enabling more intelligent information retrieval based on semantic meaning rather than exact keyword matching. By connecting Sim Studio with Pinecone, you can create agents that understand context, retrieve relevant information from large datasets, and deliver more accurate and personalized responses to users - all without requiring complex infrastructure management or specialized knowledge of vector databases.
+In Sim, the Pinecone integration enables your agents to leverage vector search capabilities programmatically as part of their workflows. This allows for sophisticated automation scenarios that combine natural language processing with semantic search and retrieval. Your agents can generate embeddings from text, store these vectors in Pinecone indexes, and perform similarity searches to find the most relevant information. This integration bridges the gap between your AI workflows and vector search infrastructure, enabling more intelligent information retrieval based on semantic meaning rather than exact keyword matching. By connecting Sim with Pinecone, you can create agents that understand context, retrieve relevant information from large datasets, and deliver more accurate and personalized responses to users - all without requiring complex infrastructure management or specialized knowledge of vector databases.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Store, search, and retrieve vector embeddings using Pinecone
+Store, search, and retrieve vector embeddings using Pinecone's specialized vector database. Generate embeddings from text and perform semantic similarity searches with customizable filtering options.
 
 
 

apps/docs/content/docs/tools/qdrant.mdx

@@ -0,0 +1,203 @@
+---
+title: Qdrant
+description: Use Qdrant vector database
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="qdrant"
+  color="#1A223F"
+  icon={true}
+  iconSvg={`<svg className="block-icon"  fill='none' viewBox='0 0 49 56' xmlns='http://www.w3.org/2000/svg'>
+      <g clipPath='url(#b)'>
+        <path
+          d='m38.489 51.477-1.1167-30.787-2.0223-8.1167 13.498 1.429v37.242l-8.2456 4.7589-2.1138-4.5259z'
+          clipRule='evenodd'
+          fill='#24386C'
+          fillRule='evenodd'
+        />
+        <path
+          d='m48.847 14-8.2457 4.7622-17.016-3.7326-19.917 8.1094-3.3183-9.139 12.122-7 12.126-7 12.123 7 12.126 7z'
+          clipRule='evenodd'
+          fill='#7589BE'
+          fillRule='evenodd'
+        />
+        <path
+          d='m0.34961 13.999 8.2457 4.7622 4.7798 14.215 16.139 12.913-4.9158 10.109-12.126-7.0004-12.123-7v-28z'
+          clipRule='evenodd'
+          fill='#B2BFE8'
+          fillRule='evenodd'
+        />
+        <path
+          d='m30.066 38.421-5.4666 8.059v9.5207l7.757-4.4756 3.9968-5.9681'
+          clipRule='evenodd'
+          fill='#24386C'
+          fillRule='evenodd'
+        />
+        <path
+          d='m24.602 36.962-7.7603-13.436 1.6715-4.4531 6.3544-3.0809 7.488 7.5343-7.7536 13.436z'
+          clipRule='evenodd'
+          fill='#7589BE'
+          fillRule='evenodd'
+        />
+        <path
+          d='m16.843 23.525 7.7569 4.4756v8.9585l-7.1741 0.3087-4.3397-5.5412 3.7569-8.2016z'
+          clipRule='evenodd'
+          fill='#B2BFE8'
+          fillRule='evenodd'
+        />
+        <path
+          d='m24.6 28 7.757-4.4752 5.2792 8.7903-6.3886 5.2784-6.6476-0.6346v-8.9589z'
+          clipRule='evenodd'
+          fill='#24386C'
+          fillRule='evenodd'
+        />
+        <path
+          d='m32.355 51.524 8.2457 4.476v-37.238l-8.0032-4.6189-7.9995-4.6189-8.0031 4.6189-7.9995 4.6189v18.479l7.9995 4.6189 8.0031 4.6193 7.757-4.4797v9.5244zm0-19.045-7.757 4.4793-7.7569-4.4793v-8.9549l7.7569-4.4792 7.757 4.4792v8.9549z'
+          clipRule='evenodd'
+          fill='#DC244C'
+          fillRule='evenodd'
+        />
+        <path d='m24.603 46.483v-9.5222l-7.7166-4.4411v9.5064l7.7166 4.4569z' fill='url(#a)' />
+      </g>
+      <defs>
+        <linearGradient
+          id='a'
+          x1='23.18'
+          x2='15.491'
+          y1='38.781'
+          y2='38.781'
+          gradientUnits='userSpaceOnUse'
+        >
+          <stop stopColor='#FF3364' offset='0' />
+          <stop stopColor='#C91540' stopOpacity='0' offset='1' />
+        </linearGradient>
+        <clipPath id='b'>
+          <rect transform='translate(.34961)'   fill='#fff' />
+        </clipPath>
+      </defs>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Qdrant](https://qdrant.tech) is an open-source vector database designed for efficient storage, management, and retrieval of high-dimensional vector embeddings. Qdrant enables fast and scalable semantic search, making it ideal for AI applications that require similarity search, recommendation systems, and contextual information retrieval.
+
+With Qdrant, you can:
+
+- **Store vector embeddings**: Efficiently manage and persist high-dimensional vectors at scale
+- **Perform semantic similarity search**: Find the most similar vectors to a query vector in real time
+- **Filter and organize data**: Use advanced filtering to narrow down search results based on metadata or payload
+- **Fetch specific points**: Retrieve vectors and their associated payloads by ID
+- **Scale seamlessly**: Handle large collections and high-throughput workloads
+
+In Sim, the Qdrant integration enables your agents to interact with Qdrant programmatically as part of their workflows. Supported operations include:
+
+- **Upsert**: Insert or update points (vectors and payloads) in a Qdrant collection
+- **Search**: Perform similarity search to find vectors most similar to a given query vector, with optional filtering and result customization
+- **Fetch**: Retrieve specific points from a collection by their IDs, with options to include payloads and vectors
+
+This integration allows your agents to leverage powerful vector search and management capabilities, enabling advanced automation scenarios such as semantic search, recommendation, and contextual retrieval. By connecting Sim with Qdrant, you can build agents that understand context, retrieve relevant information from large datasets, and deliver more intelligent and personalized responses—all without managing complex infrastructure.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Store, search, and retrieve vector embeddings using Qdrant. Perform semantic similarity searches and manage your vector collections.
+
+
+
+## Tools
+
+### `qdrant_upsert_points`
+
+Insert or update points in a Qdrant collection
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `url` | string | Yes | Qdrant base URL |
+| `apiKey` | string | No | Qdrant API key \(optional\) |
+| `collection` | string | Yes | Collection name |
+| `points` | array | Yes | Array of points to upsert |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `status` | string |
+| `data` | string |
+
+### `qdrant_search_vector`
+
+Search for similar vectors in a Qdrant collection
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `url` | string | Yes | Qdrant base URL |
+| `apiKey` | string | No | Qdrant API key \(optional\) |
+| `collection` | string | Yes | Collection name |
+| `vector` | array | Yes | Vector to search for |
+| `limit` | number | No | Number of results to return |
+| `filter` | object | No | Filter to apply to the search |
+| `with_payload` | boolean | No | Include payload in response |
+| `with_vector` | boolean | No | Include vector in response |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `data` | string |
+| `status` | string |
+
+### `qdrant_fetch_points`
+
+Fetch points by ID from a Qdrant collection
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `url` | string | Yes | Qdrant base URL |
+| `apiKey` | string | No | Qdrant API key \(optional\) |
+| `collection` | string | Yes | Collection name |
+| `ids` | array | Yes | Array of point IDs to fetch |
+| `with_payload` | boolean | No | Include payload in response |
+| `with_vector` | boolean | No | Include vector in response |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `data` | string |
+| `status` | string |
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `operation` | string | Yes | Operation |
+
+
+
+### Outputs
+
+| Output | Type | Description |
+| ------ | ---- | ----------- |
+| `matches` | any | matches output from the block |
+| `upsertedCount` | any | upsertedCount output from the block |
+| `data` | any | data output from the block |
+| `status` | any | status output from the block |
+
+
+## Notes
+
+- Category: `tools`
+- Type: `qdrant`

apps/docs/content/docs/tools/reddit.mdx

@@ -26,19 +26,14 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Reddit](https://www.reddit.com/) is a vast social news aggregation, content rating, and discussion platform where registered users submit content such as text posts, images, and links, which are then voted up or down by other members. Known as "the front page of the internet," Reddit is organized into thousands of communities called subreddits, each focused on a specific topic.
+[Reddit](https://www.reddit.com/) is a social platform where users share and discuss content in topic-based communities called subreddits.
 
-With Reddit, you can:
+In Sim, you can use the Reddit integration to:
 
-- **Access diverse content**: Browse thousands of specialized communities covering virtually every topic
-- **Stay informed**: Get real-time updates on trending news, discussions, and viral content
-- **Engage with communities**: Participate in discussions with like-minded individuals
-- **Discover trending topics**: See what's popular across different interest groups
-- **Gather insights**: Collect opinions, feedback, and perspectives from diverse user groups
-- **Monitor public sentiment**: Track reactions and discussions around specific topics or brands
-- **Research niche topics**: Access specialized knowledge in dedicated communities
+- **Get Posts**: Retrieve posts from any subreddit, with options to sort (Hot, New, Top, Rising) and filter Top posts by time (Day, Week, Month, Year, All Time).
+- **Get Comments**: Fetch comments from a specific post, with options to sort and set the number of comments.
 
-In Sim Studio, the Reddit integration enables your agents to programmatically access and analyze content from Reddit's vast ecosystem. This allows for powerful automation scenarios such as trend monitoring, content aggregation, and sentiment analysis. Your agents can retrieve popular posts from specific subreddits, extract valuable information, and incorporate these insights into their workflows. This integration bridges the gap between social media monitoring and your AI workflows, enabling more informed decision-making based on public discussions and trending topics. By connecting Sim Studio with Reddit, you can create agents that stay on top of relevant conversations, identify emerging trends, gather diverse perspectives, and deliver timely insights - all without requiring manual browsing of countless Reddit threads.
+These operations let your agents access and analyze Reddit content as part of your automated workflows.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/s3.mdx

@@ -56,7 +56,7 @@ With Amazon S3, you can:
 - **Integrate seamlessly**: Connect with other AWS services and third-party applications easily
 - **Optimize costs**: Choose from multiple storage classes to optimize costs based on access patterns
 
-In Sim Studio, the S3 integration enables your agents to retrieve and access files stored in your Amazon S3 buckets using secure presigned URLs. This allows for powerful automation scenarios such as processing documents, analyzing stored data, retrieving configuration files, and accessing media content as part of your workflows. Your agents can securely fetch files from S3 without exposing your AWS credentials, making it easy to incorporate cloud-stored assets into your automation processes. This integration bridges the gap between your cloud storage and AI workflows, enabling seamless access to your stored data while maintaining security best practices through AWS's robust authentication mechanisms.
+In Sim, the S3 integration enables your agents to retrieve and access files stored in your Amazon S3 buckets using secure presigned URLs. This allows for powerful automation scenarios such as processing documents, analyzing stored data, retrieving configuration files, and accessing media content as part of your workflows. Your agents can securely fetch files from S3 without exposing your AWS credentials, making it easy to incorporate cloud-stored assets into your automation processes. This integration bridges the gap between your cloud storage and AI workflows, enabling seamless access to your stored data while maintaining security best practices through AWS's robust authentication mechanisms.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/schedule.mdx

@@ -0,0 +1,57 @@
+---
+title: Schedule
+description: Trigger workflow execution on a schedule
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="schedule"
+  color="#7B68EE"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      xmlns='http://www.w3.org/2000/svg'
+      
+      
+      viewBox='0 0 24 24'
+      fill='none'
+      stroke='currentColor'
+      strokeWidth='2'
+      strokeLinecap='round'
+      strokeLinejoin='round'
+    >
+      <path d='M8 2v4' />
+      <path d='M16 2v4' />
+      <rect   x='3' y='4' rx='2' />
+      <path d='M3 10h18' />
+    </svg>`}
+/>
+
+## Usage Instructions
+
+Configure automated workflow execution with flexible timing options. Set up recurring workflows that run at specific intervals or times.
+
+
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `scheduleConfig` | schedule-config | Yes | Schedule Status |
+| `scheduleType` | dropdown | Yes | Frequency |
+
+
+
+### Outputs
+
+This block does not produce any outputs.
+
+## Notes
+
+- Category: `triggers`
+- Type: `schedule`

apps/docs/content/docs/tools/serper.mdx

@@ -72,13 +72,13 @@ With Serper, you can:
 - **Scale your applications**: Build search-powered features with a reliable and fast API
 - **Avoid rate limiting**: Get consistent access to search results without worrying about IP blocks
 
-In Sim Studio, the Serper integration enables your agents to leverage the power of web search as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and use this information to make decisions or provide responses. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim Studio with Serper, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+In Sim, the Serper integration enables your agents to leverage the power of web search as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and use this information to make decisions or provide responses. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Serper, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Access real-time web search results with Serper
+Access real-time web search results with Serper's Google Search API integration. Retrieve structured search data including web pages, news, images, and places with customizable language and region settings.
 
 
 

apps/docs/content/docs/tools/slack.mdx

@@ -38,7 +38,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/J5jz3UaWmE8"
-  title="Slack Integration with Sim Studio"
+  title="Slack Integration with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -46,17 +46,25 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 With Slack, you can:
 
-- **Automate agent notifications**: Send real-time updates from your Sim Studio agents to any Slack channel
-- **Create webhook endpoints**: Configure Slack bots as webhooks to trigger Sim Studio workflows from Slack activities
+- **Automate agent notifications**: Send real-time updates from your Sim agents to any Slack channel
+- **Create webhook endpoints**: Configure Slack bots as webhooks to trigger Sim workflows from Slack activities
 - **Enhance agent workflows**: Integrate Slack messaging into your agents to deliver results, alerts, and status updates
+- **Create and share Slack canvases**: Programmatically generate collaborative documents (canvases) in Slack channels
+- **Read messages from channels**: Retrieve and process recent messages from any Slack channel for monitoring or workflow triggers
 
-In Sim Studio, the Slack integration enables your agents to programmatically send messages to any Slack channel or user as part of their workflows. This allows for powerful automation scenarios such as sending notifications, alerts, updates, and reports directly to your team's communication hub. Your agents can deliver timely information, share results from processes they've completed, or alert team members when attention is needed. This integration bridges the gap between your AI workflows and your team's communication, ensuring everyone stays informed without manual intervention. By connecting Sim Studio with Slack, you can create agents that keep your team updated with relevant information at the right time, enhance collaboration by sharing insights automatically, and reduce the need for manual status updates - all while leveraging your existing Slack workspace where your team already communicates.
+In Sim, the Slack integration enables your agents to programmatically interact with Slack in several ways as part of their workflows:
+
+- **Send messages**: Agents can send formatted messages to any Slack channel or user, supporting Slack's mrkdwn syntax for rich formatting.
+- **Create canvases**: Agents can create and share Slack canvases (collaborative documents) directly in channels, enabling richer content sharing and documentation.
+- **Read messages**: Agents can read recent messages from channels, allowing for monitoring, reporting, or triggering further actions based on channel activity.
+
+This allows for powerful automation scenarios such as sending notifications, alerts, updates, and reports directly to your team's communication hub, sharing structured documents, or monitoring conversations for workflow triggers. Your agents can deliver timely information, share results from processes they've completed, create collaborative documents, or alert team members when attention is needed. This integration bridges the gap between your AI workflows and your team's communication, ensuring everyone stays informed without manual intervention. By connecting Sim with Slack, you can create agents that keep your team updated with relevant information at the right time, enhance collaboration by sharing insights automatically, and reduce the need for manual status updates—all while leveraging your existing Slack workspace where your team already communicates.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Comprehensive Slack integration with OAuth authentication. Send formatted messages using Slack
+Comprehensive Slack integration with OAuth authentication. Send formatted messages using Slack's mrkdwn syntax.
 
 
 
@@ -83,6 +91,52 @@ Send messages to Slack channels or users through the Slack API. Supports Slack m
 | `ts` | string |
 | `channel` | string |
 
+### `slack_canvas`
+
+Create and share Slack canvases in channels. Canvases are collaborative documents within Slack.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `authMethod` | string | No | Authentication method: oauth or bot_token |
+| `botToken` | string | No | Bot token for Custom Bot |
+| `accessToken` | string | No | OAuth access token or bot token for Slack API |
+| `channel` | string | Yes | Target Slack channel \(e.g., #general\) |
+| `title` | string | Yes | Title of the canvas |
+| `content` | string | Yes | Canvas content in markdown format |
+| `document_content` | object | No | Structured canvas document content |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `canvas_id` | string |
+| `channel` | string |
+| `title` | string |
+
+### `slack_message_reader`
+
+Read the latest messages from Slack channels. Retrieve conversation history with filtering options.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `authMethod` | string | No | Authentication method: oauth or bot_token |
+| `botToken` | string | No | Bot token for Custom Bot |
+| `accessToken` | string | No | OAuth access token or bot token for Slack API |
+| `channel` | string | Yes | Slack channel to read messages from \(e.g., #general\) |
+| `limit` | number | No | Number of messages to retrieve \(default: 10, max: 100\) |
+| `oldest` | string | No | Start of time range \(timestamp\) |
+| `latest` | string | No | End of time range \(timestamp\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `messages` | string |
+
 
 
 ## Block Configuration
@@ -101,6 +155,9 @@ Send messages to Slack channels or users through the Slack API. Supports Slack m
 | ------ | ---- | ----------- |
 | `ts` | string | ts output from the block |
 | `channel` | string | channel output from the block |
+| `canvas_id` | string | canvas_id output from the block |
+| `title` | string | title output from the block |
+| `messages` | json | messages output from the block |
 
 
 ## Notes

apps/docs/content/docs/tools/stagehand.mdx

@@ -185,7 +185,7 @@ With Stagehand, you can:
 - **Save data to a database**: Save the extracted data to a database
 - **Automate workflows**: Automate workflows to extract data from webpages
 
-In Sim Studio, the Stagehand integration enables your agents to extract structured data from webpages using Browserbase and OpenAI. This allows for powerful automation scenarios such as data extraction, data analysis, and data integration. Your agents can extract structured data from webpages, save the extracted data to a database, and automate workflows to extract data from webpages. This integration bridges the gap between your AI workflows and your data management system, enabling seamless data extraction and integration. By connecting Sim Studio with Stagehand, you can automate data extraction processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
+In Sim, the Stagehand integration enables your agents to extract structured data from webpages using Browserbase and OpenAI. This allows for powerful automation scenarios such as data extraction, data analysis, and data integration. Your agents can extract structured data from webpages, save the extracted data to a database, and automate workflows to extract data from webpages. This integration bridges the gap between your AI workflows and your data management system, enabling seamless data extraction and integration. By connecting Sim with Stagehand, you can automate data extraction processes, maintain up-to-date information repositories, generate reports, and organize information intelligently - all through your intelligent agents.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/stagehand_agent.mdx

@@ -189,7 +189,7 @@ With Stagehand, you can:
 - **Maintain context awareness**: Keep track of the current state and history while navigating
 - **Generate detailed reports**: Receive comprehensive logs of actions taken and data collected
 
-In Sim Studio, the Stagehand integration enables your agents to seamlessly interact with web-based systems as part of their workflows. This allows for sophisticated automation scenarios that bridge the gap between your AI agents and the vast information and functionality available on the web. Your agents can search for information, interact with web applications, extract data from websites, and incorporate these capabilities into their decision-making processes. By connecting Sim Studio with Stagehand, you can create agents that extend beyond API-based integrations to navigate the web just as a human would - filling forms, clicking buttons, reading content, and extracting valuable information to complete their tasks more effectively.
+In Sim, the Stagehand integration enables your agents to seamlessly interact with web-based systems as part of their workflows. This allows for sophisticated automation scenarios that bridge the gap between your AI agents and the vast information and functionality available on the web. Your agents can search for information, interact with web applications, extract data from websites, and incorporate these capabilities into their decision-making processes. By connecting Sim with Stagehand, you can create agents that extend beyond API-based integrations to navigate the web just as a human would - filling forms, clicking buttons, reading content, and extracting valuable information to complete their tasks more effectively.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/supabase.mdx

@@ -51,19 +51,26 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 />
 
 {/* MANUAL-CONTENT-START:intro */}
-[Supabase](https://www.supabase.com/) is an open-source Firebase alternative that provides a suite of tools for building modern applications. It offers a PostgreSQL database, authentication, instant APIs, real-time subscriptions, storage, and edge functions, all within a unified platform.
+[Supabase](https://www.supabase.com/) is a powerful open-source backend-as-a-service platform that provides developers with a suite of tools to build, scale, and manage modern applications. Supabase offers a fully managed [PostgreSQL](https://www.postgresql.org/) database, robust authentication, instant RESTful and GraphQL APIs, real-time subscriptions, file storage, and edge functions—all accessible through a unified and developer-friendly interface. Its open-source nature and compatibility with popular frameworks make it a compelling alternative to Firebase, with the added benefit of SQL flexibility and transparency.
 
-With Supabase, you can:
+**Why Supabase?**
+- **Instant APIs:** Every table and view in your database is instantly available via REST and GraphQL endpoints, making it easy to build data-driven applications without writing custom backend code.
+- **Real-time Data:** Supabase enables real-time subscriptions, allowing your apps to react instantly to changes in your database.
+- **Authentication & Authorization:** Built-in user management with support for email, OAuth, SSO, and more, plus row-level security for granular access control.
+- **Storage:** Securely upload, serve, and manage files with built-in storage that integrates seamlessly with your database.
+- **Edge Functions:** Deploy serverless functions close to your users for low-latency custom logic.
 
-- **Manage relational data**: Work with a powerful PostgreSQL database with full SQL capabilities
-- **Implement authentication**: Add secure user authentication with multiple providers
-- **Create instant APIs**: Generate RESTful APIs automatically based on your database schema
-- **Enable real-time updates**: Subscribe to database changes and build reactive applications
-- **Store files**: Upload, transform, and serve files with storage buckets
-- **Deploy serverless functions**: Run code in response to database changes or HTTP requests
-- **Secure your application**: Implement row-level security and manage permissions
+**Using Supabase in Sim**
 
-In Sim Studio, the Supabase integration enables your agents to interact with your Supabase projects programmatically. This allows for powerful automation scenarios such as data querying, record creation, user management, and file operations. Your agents can retrieve information from your database, insert new records, update existing data, and leverage Supabase's authentication and storage capabilities as part of their workflows. This integration bridges the gap between your AI workflows and your application's data layer, enabling more sophisticated and data-driven automations. By connecting Sim Studio with Supabase, you can create agents that maintain data consistency across systems, trigger actions based on database changes, perform complex data operations, and build workflows that leverage your application's existing data infrastructure - all without requiring manual intervention or custom code.
+Sim’s Supabase integration makes it effortless to connect your agentic workflows to your Supabase projects. With just a few configuration fields—your Project ID, Table name, and Service Role Secret—you can securely interact with your database directly from your Sim blocks. The integration abstracts away the complexity of API calls, letting you focus on building logic and automations.
+
+**Key benefits of using Supabase in Sim:**
+- **No-code/low-code database operations:** Query, insert, update, and delete rows in your Supabase tables without writing SQL or backend code.
+- **Flexible querying:** Use [PostgREST filter syntax](https://postgrest.org/en/stable/api.html#operators) to perform advanced queries, including filtering, ordering, and limiting results.
+- **Seamless integration:** Easily connect Supabase to other tools and services in your workflow, enabling powerful automations such as syncing data, triggering notifications, or enriching records.
+- **Secure and scalable:** All operations use your Supabase Service Role Secret, ensuring secure access to your data with the scalability of a managed cloud platform.
+
+Whether you’re building internal tools, automating business processes, or powering production applications, Supabase in Sim provides a fast, reliable, and developer-friendly way to manage your data and backend logic—no infrastructure management required. Simply configure your block, select the operation you need, and let Sim handle the rest.
 {/* MANUAL-CONTENT-END */}
 
 
@@ -85,8 +92,10 @@ Query data from a Supabase table
 | --------- | ---- | -------- | ----------- |
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to query |
-| `filter` | object | No | Filter to apply to the query |
-| `apiKey` | string | Yes | Your Supabase client anon key |
+| `filter` | string | No | PostgREST filter \(e.g.,  |
+| `orderBy` | string | No | Column to order by \(add DESC for descending\) |
+| `limit` | number | No | Maximum number of rows to return |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
@@ -106,7 +115,7 @@ Insert data into a Supabase table
 | `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
 | `table` | string | Yes | The name of the Supabase table to insert data into |
 | `data` | any | Yes | The data to insert |
-| `apiKey` | string | Yes | Your Supabase client anon key |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
 
 #### Output
 
@@ -115,6 +124,65 @@ Insert data into a Supabase table
 | `message` | string |
 | `results` | string |
 
+### `supabase_get_row`
+
+Get a single row from a Supabase table based on filter criteria
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
+| `table` | string | Yes | The name of the Supabase table to query |
+| `filter` | string | Yes | PostgREST filter to find the specific row \(e.g.,  |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `message` | string |
+| `results` | string |
+
+### `supabase_update`
+
+Update rows in a Supabase table based on filter criteria
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
+| `table` | string | Yes | The name of the Supabase table to update |
+| `filter` | string | Yes | PostgREST filter to identify rows to update \(e.g.,  |
+| `data` | object | Yes | Data to update in the matching rows |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `message` | string |
+
+### `supabase_delete`
+
+Delete rows from a Supabase table based on filter criteria
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `projectId` | string | Yes | Your Supabase project ID \(e.g., jdrkgepadsdopsntdlom\) |
+| `table` | string | Yes | The name of the Supabase table to delete from |
+| `filter` | string | Yes | PostgREST filter to identify rows to delete \(e.g.,  |
+| `apiKey` | string | Yes | Your Supabase service role secret key |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `message` | string |
+
 
 
 ## Block Configuration

apps/docs/content/docs/tools/tavily.mdx

@@ -52,13 +52,13 @@ With Tavily, you can:
 - **Process multiple URLs simultaneously**: Extract content from several web pages in a single request
 - **Receive AI-optimized results**: Get search results specifically formatted for consumption by AI systems
 
-In Sim Studio, the Tavily integration enables your agents to search the web and extract information as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and extract content from specific web pages to inform their decision-making processes. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim Studio with Tavily, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
+In Sim, the Tavily integration enables your agents to search the web and extract information as part of their workflows. This allows for sophisticated automation scenarios that require up-to-date information from the internet. Your agents can formulate search queries, retrieve relevant results, and extract content from specific web pages to inform their decision-making processes. This integration bridges the gap between your workflow automation and the vast knowledge available on the web, enabling your agents to access real-time information without manual intervention. By connecting Sim with Tavily, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users.
 {/* MANUAL-CONTENT-END */}
 
 
 ## Usage Instructions
 
-Access Tavily
+Access Tavily's AI-powered search engine to find relevant information from across the web. Extract and process content from specific URLs with customizable depth options.
 
 
 

apps/docs/content/docs/tools/telegram.mdx

@@ -30,25 +30,25 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 
 Telegram's Bot API provides a robust framework for creating automated messaging solutions and integrating communication features into applications. With support for rich media, inline keyboards, and custom commands, Telegram bots can facilitate sophisticated interaction patterns and automated workflows.
 
-Learn how to create a webhook trigger in Sim Studio that seamlessly initiates workflows from Telegram messages. This tutorial walks you through setting up a webhook, configuring it with Telegram's bot API, and triggering automated actions in real-time. Perfect for streamlining tasks directly from your chat!
+Learn how to create a webhook trigger in Sim that seamlessly initiates workflows from Telegram messages. This tutorial walks you through setting up a webhook, configuring it with Telegram's bot API, and triggering automated actions in real-time. Perfect for streamlining tasks directly from your chat!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/9oKcJtQ0_IM"
-  title="Use Telegram with Sim Studio"
+  title="Use Telegram with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
 ></iframe>
 
-Learn how to use the Telegram Tool in Sim Studio to seamlessly automate message delivery to any Telegram group. This tutorial walks you through integrating the tool into your workflow, configuring group messaging, and triggering automated updates in real-time. Perfect for enhancing communication directly from your workspace!
+Learn how to use the Telegram Tool in Sim to seamlessly automate message delivery to any Telegram group. This tutorial walks you through integrating the tool into your workflow, configuring group messaging, and triggering automated updates in real-time. Perfect for enhancing communication directly from your workspace!
 
 <iframe
   width="100%"
   height="400"
   src="https://www.youtube.com/embed/AG55LpUreGI"
-  title="Use Telegram with Sim Studio"
+  title="Use Telegram with Sim"
   frameBorder="0"
   allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
   allowFullScreen
@@ -61,7 +61,7 @@ Key features of Telegram include:
 - Rich Media Support: Send and receive messages with text formatting, images, files, and interactive elements
 - Global Reach: Connect with users worldwide with support for multiple languages and platforms
 
-In Sim Studio, the Telegram integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for automated notifications, alerts, and interactive conversations through Telegram's secure messaging platform. The integration allows agents to send messages programmatically to individuals or channels, enabling timely communication and updates. By connecting Sim Studio with Telegram, you can build intelligent agents that engage users through a secure and widely-adopted messaging platform, perfect for delivering notifications, updates, and interactive communications.
+In Sim, the Telegram integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for automated notifications, alerts, and interactive conversations through Telegram's secure messaging platform. The integration allows agents to send messages programmatically to individuals or channels, enabling timely communication and updates. By connecting Sim with Telegram, you can build intelligent agents that engage users through a secure and widely-adopted messaging platform, perfect for delivering notifications, updates, and interactive communications.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/thinking.mdx

@@ -43,7 +43,7 @@ Research has shown that prompting language models to "think step by step" can si
 - **Greater transparency**: Making the model's reasoning process visible and auditable
 - **More nuanced responses**: Considering multiple angles before arriving at conclusions
 
-In Sim Studio, the Thinking tool creates a structured opportunity for your agents to engage in this kind of deliberate reasoning. By incorporating thinking steps into your workflows, you can help your agents tackle complex tasks more effectively, avoid common reasoning pitfalls, and produce higher-quality outputs. This is particularly valuable for tasks involving multi-step reasoning, complex decision-making, or situations where accuracy is critical.
+In Sim, the Thinking tool creates a structured opportunity for your agents to engage in this kind of deliberate reasoning. By incorporating thinking steps into your workflows, you can help your agents tackle complex tasks more effectively, avoid common reasoning pitfalls, and produce higher-quality outputs. This is particularly valuable for tasks involving multi-step reasoning, complex decision-making, or situations where accuracy is critical.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/twilio_sms.mdx

@@ -28,7 +28,7 @@ Key features of Twilio SMS include:
 - **Programmable Messaging**: Customize message delivery with webhooks, delivery receipts, and scheduling options
 - **Advanced Analytics**: Track delivery rates, engagement metrics, and optimize your messaging campaigns
 
-In Sim Studio, the Twilio SMS integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim Studio with Twilio SMS, you can build intelligent agents that engage customers through their preferred communication channel, enhancing user experience while automating routine messaging tasks.
+In Sim, the Twilio SMS integration enables your agents to leverage these powerful messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with Twilio SMS, you can build intelligent agents that engage customers through their preferred communication channel, enhancing user experience while automating routine messaging tasks.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/typeform.mdx

@@ -11,15 +11,22 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
   icon={true}
   iconSvg={`<svg className="block-icon"
       
-      
-      
-      viewBox='0 0 24 24'
-      fill='none'
+      version='1.1'
+      id='Layer_1'
       xmlns='http://www.w3.org/2000/svg'
+      xmlnsXlink='http://www.w3.org/1999/xlink'
+      x='0px'
+      y='0px'
+      viewBox='0 0 122.3 80.3'
+      xmlSpace='preserve'
     >
-      <g transform='translate(1, 4)'>
-        <rect x='0' y='0'   rx='2.5' fill='currentColor' />
-        <rect x='8' y='0'   rx='4' fill='currentColor' />
+      <g>
+        <path
+          fill='currentColor'
+          d='M94.3,0H65.4c-26,0-28,11.2-28,26.2l0,27.9c0,15.6,2,26.2,28.1,26.2h28.8c26,0,28-11.2,28-26.1V26.2
+		C122.3,11.2,120.3,0,94.3,0z M0,20.1C0,6.9,5.2,0,14,0c8.8,0,14,6.9,14,20.1v40.1c0,13.2-5.2,20.1-14,20.1c-8.8,0-14-6.9-14-20.1
+		V20.1z'
+        />
       </g>
     </svg>`}
 />
@@ -34,7 +41,7 @@ With Typeform, you can:
 - **Integrate with other tools**: Connect with 1000+ apps through native integrations and APIs
 - **Analyze response data**: Get actionable insights through comprehensive analytics and reporting tools
 
-In Sim Studio, the Typeform integration enables your agents to programmatically interact with your Typeform data as part of their workflows. Agents can retrieve form responses, process submission data, and incorporate user feedback directly into decision-making processes. This integration is particularly valuable for scenarios like lead qualification, customer feedback analysis, and data-driven personalization. By connecting Sim Studio with Typeform, you can create intelligent automation workflows that transform form responses into actionable insights - analyzing sentiment, categorizing feedback, generating summaries, and even triggering follow-up actions based on specific response patterns.
+In Sim, the Typeform integration enables your agents to programmatically interact with your Typeform data as part of their workflows. Agents can retrieve form responses, process submission data, and incorporate user feedback directly into decision-making processes. This integration is particularly valuable for scenarios like lead qualification, customer feedback analysis, and data-driven personalization. By connecting Sim with Typeform, you can create intelligent automation workflows that transform form responses into actionable insights - analyzing sentiment, categorizing feedback, generating summaries, and even triggering follow-up actions based on specific response patterns.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/vision.mdx

@@ -41,7 +41,7 @@ With Vision, you can:
 - **Describe images**: Describe images in detail
 - **Generate images**: Generate images from text
 
-In Sim Studio, the Vision integration enables your agents to analyze images with vision models as part of their workflows. This allows for powerful automation scenarios that require analyzing images with vision models. Your agents can analyze images with vision models, extract text from images, identify objects in images, describe images in detail, and generate images from text. This integration bridges the gap between your AI workflows and your image analysis needs, enabling more sophisticated and image-centric automations. By connecting Sim Studio with Vision, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
+In Sim, the Vision integration enables your agents to analyze images with vision models as part of their workflows. This allows for powerful automation scenarios that require analyzing images with vision models. Your agents can analyze images with vision models, extract text from images, identify objects in images, describe images in detail, and generate images from text. This integration bridges the gap between your AI workflows and your image analysis needs, enabling more sophisticated and image-centric automations. By connecting Sim with Vision, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/wealthbox.mdx

@@ -36,7 +36,7 @@ With Wealthbox, you can:
 - **Access client data**: Retrieve information quickly with organized contact management and search capabilities
 - **Automate follow-ups**: Set reminders and schedule tasks to ensure consistent client engagement
 
-In Sim Studio, the Wealthbox integration enables your agents to seamlessly interact with your CRM data through OAuth authentication. This allows for powerful automation scenarios such as automatically creating client notes from meeting transcripts, updating contact information, scheduling follow-up tasks, and retrieving client details for personalized communications. Your agents can read existing notes, contacts, and tasks to understand client history, while also creating new entries to maintain up-to-date records. This integration bridges the gap between your AI workflows and your client relationship management, enabling automated data entry, intelligent client insights, and streamlined administrative processes that free up time for more valuable client-facing activities.
+In Sim, the Wealthbox integration enables your agents to seamlessly interact with your CRM data through OAuth authentication. This allows for powerful automation scenarios such as automatically creating client notes from meeting transcripts, updating contact information, scheduling follow-up tasks, and retrieving client details for personalized communications. Your agents can read existing notes, contacts, and tasks to understand client history, while also creating new entries to maintain up-to-date records. This integration bridges the gap between your AI workflows and your client relationship management, enabling automated data entry, intelligent client insights, and streamlined administrative processes that free up time for more valuable client-facing activities.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/webhook.mdx

@@ -0,0 +1,46 @@
+---
+title: Webhook
+description: Trigger workflow execution from external webhooks
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="webhook"
+  color="#10B981"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      fill='currentColor'
+      
+      
+      viewBox='0 0 24 24'
+      xmlns='http://www.w3.org/2000/svg'
+    >
+      <path d='M17.974 7A4.967 4.967 0 0 0 18 6.5a5.5 5.5 0 1 0-8.672 4.491L7.18 15.114A2.428 2.428 0 0 0 6.496 15 2.5 2.5 0 1 0 9 17.496a2.36 2.36 0 0 0-.93-1.925l2.576-4.943-.41-.241A4.5 4.5 0 1 1 17 6.5a4.8 4.8 0 0 1-.022.452zM6.503 18.999a1.5 1.5 0 1 1 1.496-1.503A1.518 1.518 0 0 1 6.503 19zM18.5 12a5.735 5.735 0 0 0-1.453.157l-2.744-3.941A2.414 2.414 0 0 0 15 6.5a2.544 2.544 0 1 0-1.518 2.284l3.17 4.557.36-.13A4.267 4.267 0 0 1 18.5 13a4.5 4.5 0 1 1-.008 9h-.006a4.684 4.684 0 0 1-3.12-1.355l-.703.71A5.653 5.653 0 0 0 18.49 23h.011a5.5 5.5 0 0 0 0-11zM11 6.5A1.5 1.5 0 1 1 12.5 8 1.509 1.509 0 0 1 11 6.5zM18.5 20a2.5 2.5 0 1 0-2.447-3h-5.05l-.003.497A4.546 4.546 0 0 1 6.5 22 4.526 4.526 0 0 1 2 17.5a4.596 4.596 0 0 1 3.148-4.37l-.296-.954A5.606 5.606 0 0 0 1 17.5 5.532 5.532 0 0 0 6.5 23a5.573 5.573 0 0 0 5.478-5h4.08a2.487 2.487 0 0 0 2.442 2zm0-4a1.5 1.5 0 1 1-1.5 1.5 1.509 1.509 0 0 1 1.5-1.5z' />
+      <path fill='none' d='M0 0h24v24H0z' />
+    </svg>`}
+/>
+
+
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `webhookProvider` | dropdown | Yes | Webhook Provider |
+
+
+
+### Outputs
+
+This block does not produce any outputs.
+
+## Notes
+
+- Category: `triggers`
+- Type: `webhook`

apps/docs/content/docs/tools/whatsapp.mdx

@@ -31,7 +31,7 @@ WhatsApp Business API provides organizations with powerful capabilities to:
 - **Enhance support**: Provide real-time customer service through a familiar interface with rich media support
 - **Drive conversions**: Facilitate transactions and follow-ups with customers in a secure, compliant environment
 
-In Sim Studio, the WhatsApp integration enables your agents to leverage these messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim Studio with WhatsApp, you can build intelligent agents that engage customers through their preferred messaging platform, enhancing user experience while automating routine messaging tasks.
+In Sim, the WhatsApp integration enables your agents to leverage these messaging capabilities as part of their workflows. This creates opportunities for sophisticated customer engagement scenarios like appointment reminders, verification codes, alerts, and interactive conversations. The integration bridges the gap between your AI workflows and customer communication channels, allowing your agents to deliver timely, relevant information directly to users' mobile devices. By connecting Sim with WhatsApp, you can build intelligent agents that engage customers through their preferred messaging platform, enhancing user experience while automating routine messaging tasks.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/wikipedia.mdx

@@ -0,0 +1,179 @@
+---
+title: Wikipedia
+description: Search and retrieve content from Wikipedia
+---
+
+import { BlockInfoCard } from "@/components/ui/block-info-card"
+
+<BlockInfoCard 
+  type="wikipedia"
+  color="#000000"
+  icon={true}
+  iconSvg={`<svg className="block-icon"
+      
+      fill='currentColor'
+      version='1.1'
+      id='Capa_1'
+      xmlns='http://www.w3.org/2000/svg'
+      xmlnsXlink='http://www.w3.org/1999/xlink'
+      
+      
+      viewBox='0 0 98.05 98.05'
+      xmlSpace='preserve'
+    >
+      <g>
+        <path
+          d='M98.023,17.465l-19.584-0.056c-0.004,0.711-0.006,1.563-0.017,2.121c1.664,0.039,5.922,0.822,7.257,4.327L66.92,67.155
+		c-0.919-2.149-9.643-21.528-10.639-24.02l9.072-18.818c1.873-2.863,5.455-4.709,8.918-4.843l-0.01-1.968L55.42,17.489
+		c-0.045,0.499,0.001,1.548-0.068,2.069c5.315,0.144,7.215,1.334,5.941,4.508c-2.102,4.776-6.51,13.824-7.372,15.475
+		c-2.696-5.635-4.41-9.972-7.345-16.064c-1.266-2.823,1.529-3.922,4.485-4.004v-1.981l-21.82-0.067
+		c0.016,0.93-0.021,1.451-0.021,2.131c3.041,0.046,6.988,0.371,8.562,3.019c2.087,4.063,9.044,20.194,11.149,24.514
+		c-2.685,5.153-9.207,17.341-11.544,21.913c-3.348-7.43-15.732-36.689-19.232-44.241c-1.304-3.218,3.732-5.077,6.646-5.213
+		l0.019-2.148L0,17.398c0.005,0.646,0.027,1.71,0.029,2.187c4.025-0.037,9.908,6.573,11.588,10.683
+		c7.244,16.811,14.719,33.524,21.928,50.349c0.002,0.029,2.256,0.059,2.281,0.008c4.717-9.653,10.229-19.797,15.206-29.56
+		L63.588,80.64c0.005,0.004,2.082,0.016,2.093,0.007c7.962-18.196,19.892-46.118,23.794-54.933c1.588-3.767,4.245-6.064,8.543-6.194
+		l0.032-1.956L98.023,17.465z'
+        />
+      </g>
+    </svg>`}
+/>
+
+{/* MANUAL-CONTENT-START:intro */}
+[Wikipedia](https://www.wikipedia.org/) is the world's largest free online encyclopedia, offering millions of articles on a vast range of topics, collaboratively written and maintained by volunteers.
+
+With Wikipedia, you can:
+
+- **Search for articles**: Find relevant Wikipedia pages by searching for keywords or topics
+- **Get article summaries**: Retrieve concise summaries of Wikipedia pages for quick reference
+- **Access full content**: Obtain the complete content of Wikipedia articles for in-depth information
+- **Discover random articles**: Explore new topics by retrieving random Wikipedia pages
+
+In Sim, the Wikipedia integration enables your agents to programmatically access and interact with Wikipedia content as part of their workflows. Agents can search for articles, fetch summaries, retrieve full page content, and discover random articles, empowering your automations with up-to-date, reliable information from the world's largest encyclopedia. This integration is ideal for scenarios such as research, content enrichment, fact-checking, and knowledge discovery, allowing your agents to seamlessly incorporate Wikipedia data into their decision-making and task execution processes.
+{/* MANUAL-CONTENT-END */}
+
+
+## Usage Instructions
+
+Access Wikipedia articles, search for pages, get summaries, retrieve full content, and discover random articles from the world's largest encyclopedia.
+
+
+
+## Tools
+
+### `wikipedia_summary`
+
+Get a summary and metadata for a specific Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `pageTitle` | string | Yes | Title of the Wikipedia page to get summary for |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `summary` | string |
+| `title` | string |
+| `displaytitle` | string |
+| `description` | string |
+| `extract` | string |
+| `extract_html` | string |
+| `thumbnail` | string |
+| `originalimage` | string |
+| `content_urls` | string |
+| `revisions` | string |
+| `edit` | string |
+| `talk` | string |
+
+### `wikipedia_search`
+
+Search for Wikipedia pages by title or content.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `query` | string | Yes | Search query to find Wikipedia pages |
+| `searchLimit` | number | No | Maximum number of results to return \(default: 10, max: 50\) |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `totalHits` | string |
+| `query` | string |
+| `searchResults` | string |
+
+### `wikipedia_content`
+
+Get the full HTML content of a Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+| `pageTitle` | string | Yes | Title of the Wikipedia page to get content for |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `content` | string |
+| `pageid` | string |
+| `html` | string |
+| `revision` | string |
+| `tid` | string |
+| `timestamp` | string |
+| `content_model` | string |
+| `content_format` | string |
+
+### `wikipedia_random`
+
+Get a random Wikipedia page.
+
+#### Input
+
+| Parameter | Type | Required | Description |
+| --------- | ---- | -------- | ----------- |
+
+#### Output
+
+| Parameter | Type |
+| --------- | ---- |
+| `randomPage` | string |
+| `title` | string |
+| `displaytitle` | string |
+| `description` | string |
+| `extract` | string |
+| `thumbnail` | string |
+| `content_urls` | string |
+
+
+
+## Block Configuration
+
+### Input
+
+| Parameter | Type | Required | Description | 
+| --------- | ---- | -------- | ----------- | 
+| `operation` | string | Yes | Operation |
+
+
+
+### Outputs
+
+| Output | Type | Description |
+| ------ | ---- | ----------- |
+| `summary` | json | summary output from the block |
+| `searchResults` | json | searchResults output from the block |
+| `totalHits` | number | totalHits output from the block |
+| `content` | json | content output from the block |
+| `randomPage` | json | randomPage output from the block |
+
+
+## Notes
+
+- Category: `tools`
+- Type: `wikipedia`

apps/docs/content/docs/tools/x.mdx

@@ -20,7 +20,7 @@ import { BlockInfoCard } from "@/components/ui/block-info-card"
 {/* MANUAL-CONTENT-START:intro */}
 [X](https://x.com/) (formerly Twitter) is a popular social media platform that enables real-time communication, content sharing, and engagement with audiences worldwide.
 
-The X integration in Sim Studio leverages OAuth authentication to securely connect with the X API, allowing your agents to interact with the platform programmatically. This OAuth implementation ensures secure access to X's features while maintaining user privacy and security.
+The X integration in Sim leverages OAuth authentication to securely connect with the X API, allowing your agents to interact with the platform programmatically. This OAuth implementation ensures secure access to X's features while maintaining user privacy and security.
 
 With the X integration, your agents can:
 
@@ -30,7 +30,7 @@ With the X integration, your agents can:
 - **Analyze trends**: Gather insights from trending topics, hashtags, or user engagement patterns
 - **Research information**: Search for specific content, user profiles, or conversations to inform agent decisions
 
-In Sim Studio, the X integration enables sophisticated social media automation scenarios. Your agents can monitor brand mentions and respond appropriately, schedule and publish content based on specific triggers, conduct social listening for market research, or create interactive experiences that span both conversational AI and social media engagement. By connecting Sim Studio with X through OAuth, you can build intelligent agents that maintain a consistent and responsive social media presence while adhering to platform policies and best practices for API usage.
+In Sim, the X integration enables sophisticated social media automation scenarios. Your agents can monitor brand mentions and respond appropriately, schedule and publish content based on specific triggers, conduct social listening for market research, or create interactive experiences that span both conversational AI and social media engagement. By connecting Sim with X through OAuth, you can build intelligent agents that maintain a consistent and responsive social media presence while adhering to platform policies and best practices for API usage.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/tools/youtube.mdx

@@ -34,7 +34,7 @@ With YouTube's extensive API capabilities, you can:
 - **Analyze trends**: Identify popular content and trending topics within specific categories or regions
 - **Extract insights**: Gather data about audience preferences, content performance, and engagement patterns
 
-In Sim Studio, the YouTube integration enables your agents to programmatically search and analyze YouTube content as part of their workflows. This allows for powerful automation scenarios that require up-to-date video information. Your agents can search for instructional videos, research content trends, gather information from educational channels, or monitor specific creators for new uploads. This integration bridges the gap between your AI workflows and the world's largest video repository, enabling more sophisticated and content-aware automations. By connecting Sim Studio with YouTube, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
+In Sim, the YouTube integration enables your agents to programmatically search and analyze YouTube content as part of their workflows. This allows for powerful automation scenarios that require up-to-date video information. Your agents can search for instructional videos, research content trends, gather information from educational channels, or monitor specific creators for new uploads. This integration bridges the gap between your AI workflows and the world's largest video repository, enabling more sophisticated and content-aware automations. By connecting Sim with YouTube, you can create agents that stay current with the latest information, provide more accurate responses, and deliver more value to users - all without requiring manual intervention or custom code.
 {/* MANUAL-CONTENT-END */}
 
 

apps/docs/content/docs/triggers/meta.json

@@ -0,0 +1,4 @@
+{
+  "title": "Triggers",
+  "pages": ["starter", "schedule", "webhook"]
+}

apps/docs/content/docs/triggers/schedule.mdx

@@ -0,0 +1,69 @@
+---
+title: Schedule
+description: Automatically trigger workflows on a recurring schedule
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
+import { ThemeImage } from '@/components/ui/theme-image'
+
+The Schedule block automatically triggers workflow execution at specified intervals or times.
+
+<ThemeImage
+  lightSrc="/static/light/schedule-light.png"
+  darkSrc="/static/dark/schedule-dark.png"
+  alt="Schedule Block"
+  width={350}
+  height={175}
+/>
+
+## Schedule Options
+
+Configure when your workflow runs using the dropdown options:
+
+<Tabs items={['Simple Intervals', 'Cron Expressions']}>
+  <Tab>
+    <ul className="list-disc space-y-1 pl-6">
+      <li><strong>Every few minutes</strong>: 5, 15, 30 minute intervals</li>
+      <li><strong>Hourly</strong>: Every hour or every few hours</li>
+      <li><strong>Daily</strong>: Once or multiple times per day</li>
+      <li><strong>Weekly</strong>: Specific days of the week</li>
+      <li><strong>Monthly</strong>: Specific days of the month</li>
+    </ul>
+  </Tab>
+  <Tab>
+    <p>Use cron expressions for advanced scheduling:</p>
+    <div className="text-sm space-y-1">
+      <div><code>0 9 * * 1-5</code> - Every weekday at 9 AM</div>
+      <div><code>*/15 * * * *</code> - Every 15 minutes</div>
+      <div><code>0 0 1 * *</code> - First day of each month</div>
+    </div>
+  </Tab>
+</Tabs>
+
+## Configuring Schedules
+
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/configure-schedule.mp4"></video>
+</div>
+
+When a workflow is scheduled:
+- The schedule becomes **active** and shows the next execution time
+- Click the **"Scheduled"** button to deactivate the schedule
+- Schedules automatically deactivate after **3 consecutive failures**
+
+## Disabled Schedules
+
+<ThemeImage
+  lightSrc="/static/light/schedule-disabled-light.png"
+  darkSrc="/static/dark/schedule-disabled-dark.png"
+  alt="Disabled Schedule"
+  width={500}
+  height={200}
+/>
+
+Disabled schedules show when they were last active and can be re-enabled at any time.
+
+<Callout>
+Schedule blocks cannot receive incoming connections and serve as pure workflow triggers.
+</Callout>

apps/docs/content/docs/triggers/starter.mdx

@@ -0,0 +1,92 @@
+---
+title: Starter
+description: Manually initiate workflow execution with input parameters
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
+import { ThemeImage } from '@/components/ui/theme-image'
+
+The Starter block allows manual workflow execution with two input modes: structured parameters or conversational chat.
+
+<ThemeImage
+  lightSrc="/static/light/starter-light.png"
+  darkSrc="/static/dark/starter-dark.png"
+  alt="Starter Block with Manual and Chat Mode Options"
+  width={350}
+  height={175}
+/>
+
+## Execution Modes
+
+Choose your input method from the dropdown:
+
+<Tabs items={['Manual Mode', 'Chat Mode']}>
+  <Tab>
+    <div className="space-y-4">
+      <ul className="list-disc space-y-1 pl-6">
+        <li><strong>Structured inputs</strong>: Define specific parameters (text, number, boolean, JSON, file, date)</li>
+        <li><strong>Form interface</strong>: Users fill out a form with predefined fields</li>
+        <li><strong>API friendly</strong>: Perfect for programmatic execution</li>
+      </ul>
+      
+      <div className="mx-auto w-full overflow-hidden rounded-lg">
+        <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/input-format.mp4"></video>
+      </div>
+      
+      <p className="text-sm text-gray-600">Configure input parameters that will be available when deploying as an API endpoint.</p>
+    </div>
+  </Tab>
+  <Tab>
+    <div className="space-y-4">
+      <ul className="list-disc space-y-1 pl-6">
+        <li><strong>Natural language</strong>: Users type questions or requests</li>
+        <li><strong>start.input variable</strong>: Captures all user input as `<start.input>`</li>
+        <li><strong>start.conversationId</strong>: Access conversation ID as `<start.conversationId>`</li>
+        <li><strong>Conversational</strong>: Ideal for AI-powered workflows</li>
+      </ul>
+      
+      <div className="mx-auto w-full overflow-hidden rounded-lg">
+        <video autoPlay loop muted playsInline className="w-full -mb-2 rounded-lg" src="/chat-input.mp4"></video>
+      </div>
+      
+      <p className="text-sm text-gray-600">Chat with your workflow and access both input text and conversation ID for context-aware responses.</p>
+    </div>
+  </Tab>
+</Tabs>
+
+## Using Chat Variables
+
+In Chat mode, access user input and conversation context through special variables:
+
+```yaml
+# Reference the chat input and conversation ID in your workflow
+user_message: "<start.input>"
+conversation_id: "<start.conversationId>"
+```
+
+- **`<start.input>`** - Contains the user's message text
+- **`<start.conversationId>`** - Unique identifier for the conversation thread
+
+## API Execution
+
+<Tabs items={['Manual Mode', 'Chat Mode']}>
+  <Tab>
+    ```bash
+    curl -X POST "https://api.sim.dev/v1/workflows/{id}/start" \
+      -H "Authorization: Bearer {api-key}" \
+      -d '{"parameters": {"userId": "123", "action": "process"}}'
+    ```
+  </Tab>
+  <Tab>
+    ```bash
+    curl -X POST "https://api.sim.dev/v1/workflows/{id}/start" \
+      -H "Authorization: Bearer {api-key}" \
+      -d '{"input": "Analyze Q4 sales data"}'
+    ```
+  </Tab>
+</Tabs>
+
+<Callout>
+Starter blocks are ideal for testing workflows and user-initiated tasks. For automated execution, use Schedule or Webhook triggers.
+</Callout>

apps/docs/content/docs/triggers/webhook.mdx

@@ -0,0 +1,54 @@
+---
+title: Webhooks  
+description: Trigger workflow execution from external webhooks
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
+import { ThemeImage } from '@/components/ui/theme-image'
+import { Video } from '@/components/ui/video'
+
+The Webhook block allows external services to automatically trigger your workflow execution through HTTP webhooks.
+
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="webhooks.mp4" />
+</div>
+
+## Supported Providers
+
+Choose from the dropdown to configure your webhook source:
+
+<Tabs items={['Popular Services', 'Generic']}>
+  <Tab>
+    <ul className="grid grid-cols-2 gap-1 text-sm">
+      <li>**Slack** - Bot events and messages</li>
+      <li>**Gmail** - Email notifications</li>
+      <li>**GitHub** - Repository events</li>
+      <li>**Discord** - Server events</li>
+      <li>**Airtable** - Database changes</li>
+      <li>**Telegram** - Bot messages</li>
+      <li>**WhatsApp** - Messaging events</li>
+      <li>**Stripe** - Payment events</li>
+    </ul>
+  </Tab>
+  <Tab>
+    <p>For custom integrations:</p>
+    <ul className="list-disc space-y-1 pl-6 text-sm">
+      <li><strong>HTTP POST</strong>: Accepts requests from any client</li>
+      <li><strong>Authentication</strong>: Bearer token or custom headers</li>
+      <li><strong>Security</strong>: IP restrictions and rate limiting</li>
+      <li><strong>Deduplication</strong>: Prevents duplicate requests</li>
+    </ul>
+  </Tab>
+</Tabs>
+
+## How It Works
+
+1. **Configure Provider** - Select from dropdown and set up authentication
+2. **Get Webhook URL** - Automatically generated unique endpoint  
+3. **External Service** - Sends HTTP POST to your webhook URL
+4. **Workflow Triggers** - Automatically starts when webhook is received
+
+<Callout>
+Webhooks cannot receive incoming connections and serve as pure workflow triggers.
+</Callout>

apps/docs/content/docs/variables/index.mdx

@@ -7,16 +7,13 @@ import { Callout } from 'fumadocs-ui/components/callout'
 import { Step, Steps } from 'fumadocs-ui/components/steps'
 import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
 import { ThemeImage } from '@/components/ui/theme-image'
+import { Video } from '@/components/ui/video'
 
-Variables in Sim Studio act as a global store for data that can be accessed and modified by any block in your workflow. They provide a powerful way to share information between different parts of your workflow, maintain state, and create more dynamic applications.
+Variables in Sim act as a global store for data that can be accessed and modified by any block in your workflow. They provide a powerful way to share information between different parts of your workflow, maintain state, and create more dynamic applications.
 
-<ThemeImage
-  lightSrc="/static/light/variables-light.png"
-  darkSrc="/static/dark/variables-dark.png"
-  alt="Variables Panel"
-  width={300}
-  height={175}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="variables.mp4" />
+</div>
 
 <Callout type="info">
   Variables allow you to store and share data across your entire workflow, making it easy to
@@ -60,13 +57,9 @@ Variables can be accessed from any block in your workflow using the variable dro
 2. Browse the dropdown menu to select from available variables
 3. Select the variable you want to use
 
-<ThemeImage
-  lightSrc="/static/light/variabledropdown-light.png"
-  darkSrc="/static/dark/variabledropdown-dark.png"
-  alt="Variable Dropdown"
-  width={300}
-  height={175}
-/>
+<div className="mx-auto w-full overflow-hidden rounded-lg">
+  <Video src="variables-dropdown.mp4" />
+</div>
 
 <Callout>
   You can also drag the connection tag into a field to open the variable dropdown and access
@@ -75,7 +68,7 @@ Variables can be accessed from any block in your workflow using the variable dro
 
 ## Variable Types
 
-Variables in Sim Studio can store various types of data:
+Variables in Sim can store various types of data:
 
 <Tabs items={['Text', 'Numbers', 'Boolean', 'Objects', 'Arrays']}>
   <Tab>
@@ -124,7 +117,7 @@ When you access a variable from a block, you can:
 
 ## Variable Scope
 
-Variables in Sim Studio have global scope, meaning:
+Variables in Sim have global scope, meaning:
 
 - They are accessible from any block in your workflow
 - Any block can modify them

apps/docs/content/docs/yaml/block-reference.mdx

@@ -0,0 +1,238 @@
+---
+title: Block Reference Syntax
+description: How to reference data between blocks in YAML workflows
+---
+
+import { Callout } from 'fumadocs-ui/components/callout'
+import { Tab, Tabs } from 'fumadocs-ui/components/tabs'
+
+Block references are the foundation of data flow in Sim workflows. Understanding how to correctly reference outputs from one block as inputs to another is essential for building functional workflows.
+
+## Basic Reference Rules
+
+### 1. Use Block Names, Not Block IDs
+
+<Tabs items={['Correct', 'Incorrect']}>
+  <Tab>
+    ```yaml
+    # Block definition
+    email-sender:
+      type: agent
+      name: "Email Generator"
+      # ... configuration
+
+    # Reference the block
+    next-block:
+      inputs:
+        userPrompt: "Process this: <emailgenerator.content>"
+    ```
+  </Tab>
+  <Tab>
+    ```yaml
+    # Block definition
+    email-sender:
+      type: agent
+      name: "Email Generator"
+      # ... configuration
+
+    # ❌ Don't reference by block ID
+    next-block:
+      inputs:
+        userPrompt: "Process this: <email-sender.content>"
+    ```
+  </Tab>
+</Tabs>
+
+### 2. Convert Names to Reference Format
+
+To create a block reference:
+
+1. **Take the block name**: "Email Generator"
+2. **Convert to lowercase**: "email generator" 
+3. **Remove spaces and special characters**: "emailgenerator"
+4. **Add property**: `<emailgenerator.content>`
+
+### 3. Use Correct Properties
+
+Different block types expose different properties:
+
+- **Agent blocks**: `.content` (the AI response)
+- **Function blocks**: `.output` (the return value)
+- **API blocks**: `.output` (the response data)
+- **Tool blocks**: `.output` (the tool result)
+
+## Reference Examples
+
+### Common Block References
+
+```yaml
+# Agent block outputs
+<agentname.content>           # Primary AI response
+<agentname.tokens>            # Token usage information
+<agentname.cost>              # Estimated cost
+<agentname.tool_calls>        # Tool execution details
+
+# Function block outputs  
+<functionname.output>         # Function return value
+<functionname.error>          # Error information (if any)
+
+# API block outputs
+<apiname.output>              # Response data
+<apiname.status>              # HTTP status code
+<apiname.headers>             # Response headers
+
+# Tool block outputs
+<toolname.output>             # Tool execution result
+```
+
+### Multi-Word Block Names
+
+```yaml
+# Block name: "Data Processor 2"
+<dataprocessor2.output>
+
+# Block name: "Email Validation Service"  
+<emailvalidationservice.output>
+
+# Block name: "Customer Info Agent"
+<customerinfoagent.content>
+```
+
+## Special Reference Cases
+
+### Starter Block
+
+<Callout type="warning">
+  The starter block is always referenced as `<start.input>` regardless of its actual name.
+</Callout>
+
+```yaml
+# Starter block definition
+my-custom-start:
+  type: starter
+  name: "Custom Workflow Start"
+  # ... configuration
+
+# Always reference as 'start'
+agent-1:
+  inputs:
+    userPrompt: <start.input>  # ✅ Correct
+    # userPrompt: <customworkflowstart.input>  # ❌ Wrong
+```
+
+### Loop Variables
+
+Inside loop blocks, special variables are available:
+
+```yaml
+# Available in loop child blocks
+<loop.index>          # Current iteration (0-based)
+<loop.currentItem>    # Current item being processed (forEach loops)
+<loop.items>          # Full collection (forEach loops)
+```
+
+### Parallel Variables
+
+Inside parallel blocks, special variables are available:
+
+```yaml
+# Available in parallel child blocks
+<parallel.index>          # Instance number (0-based)
+<parallel.currentItem>    # Item for this instance
+<parallel.items>          # Full collection
+```
+
+## Complex Reference Examples
+
+### Nested Data Access
+
+When referencing complex objects, use dot notation:
+
+```yaml
+# If an agent returns structured data
+data-analyzer:
+  type: agent
+  name: "Data Analyzer"
+  inputs:
+    responseFormat: |
+      {
+        "schema": {
+          "type": "object",
+          "properties": {
+            "analysis": {"type": "object"},
+            "summary": {"type": "string"},
+            "metrics": {"type": "object"}
+          }
+        }
+      }
+
+# Reference nested properties
+next-step:
+  inputs:
+    userPrompt: |
+      Summary: <dataanalyzer.analysis.summary>
+      Score: <dataanalyzer.metrics.score>
+      Full data: <dataanalyzer.content>
+```
+
+### Multiple References in Text
+
+```yaml
+email-composer:
+  type: agent
+  inputs:
+    userPrompt: |
+      Create an email with the following information:
+      
+      Customer: <customeragent.content>
+      Order Details: <orderprocessor.output>
+      Support Ticket: <ticketanalyzer.content>
+      
+      Original request: <start.input>
+```
+
+### References in Code Blocks
+
+When using references in function blocks, they're replaced as JavaScript values:
+
+```yaml
+data-processor:
+  type: function
+  inputs:
+    code: |
+      // References are replaced with actual values
+      const customerData = <customeragent.content>;
+      const orderInfo = <orderprocessor.output>;
+      const originalInput = <start.input>;
+      
+      // Process the data
+      return {
+        customer: customerData.name,
+        orderId: orderInfo.id,
+        processed: true
+      };
+```
+
+## Reference Validation
+
+Sim validates all references when importing YAML:
+
+### Valid References
+- Block exists in the workflow
+- Property is appropriate for block type  
+- No circular dependencies
+- Proper syntax formatting
+
+### Common Errors
+- **Block not found**: Referenced block doesn't exist
+- **Wrong property**: Using `.content` on a function block
+- **Typos**: Misspelled block names or properties
+- **Circular references**: Block references itself directly or indirectly
+
+## Best Practices
+
+1. **Use descriptive block names**: Makes references more readable
+2. **Be consistent**: Use the same naming convention throughout
+3. **Check references**: Ensure all referenced blocks exist
+4. **Avoid deep nesting**: Keep reference chains manageable
+5. **Document complex flows**: Add comments to explain reference relationships 

apps/docs/content/docs/yaml/blocks/agent.mdx

@@ -0,0 +1,218 @@
+---
+title: Agent Block YAML Schema
+description: YAML configuration reference for Agent blocks
+---
+
+## Schema Definition
+
+```yaml
+type: object
+required:
+  - type
+  - name
+properties:
+  type:
+    type: string
+    enum: [agent]
+    description: Block type identifier
+  name:
+    type: string
+    description: Display name for this agent block
+  inputs:
+    type: object
+    properties:
+      systemPrompt:
+        type: string
+        description: Instructions that define the agent's role and behavior
+      userPrompt:
+        type: string
+        description: Input content to process (can reference other blocks)
+      model:
+        type: string
+        description: AI model identifier (e.g., gpt-4o, gemini-2.5-pro, deepseek-chat)
+      temperature:
+        type: number
+        minimum: 0
+        maximum: 2
+        description: Response creativity level (varies by model)
+      apiKey:
+        type: string
+        description: API key for the model provider (use {{ENV_VAR}} format)
+      azureEndpoint:
+        type: string
+        description: Azure OpenAI endpoint URL (required for Azure models)
+      azureApiVersion:
+        type: string
+        description: Azure API version (required for Azure models)
+      memories:
+        type: string
+        description: Memory context from memory blocks
+      tools:
+        type: array
+        description: List of external tools the agent can use
+        items:
+          type: object
+          required: [type, title, toolId, operation, usageControl]
+          properties:
+            type:
+              type: string
+              description: Tool type identifier
+            title:
+              type: string
+              description: Human-readable display name
+            toolId:
+              type: string
+              description: Internal tool identifier
+            operation:
+              type: string
+              description: Tool operation/method name
+            usageControl:
+              type: string
+              enum: [auto, required, none]
+              description: When AI can use the tool
+            params:
+              type: object
+              description: Tool-specific configuration parameters
+            isExpanded:
+              type: boolean
+              description: UI state
+              default: false
+      responseFormat:
+        type: object
+        description: JSON Schema to enforce structured output
+    required:
+      - model
+      - apiKey
+  connections:
+    type: object
+    properties:
+      success:
+        type: string
+        description: Target block ID for successful execution
+      error:
+        type: string
+        description: Target block ID for error handling
+```
+
+## Tool Configuration
+
+Tools are defined as an array where each tool has this structure:
+
+```yaml
+tools:
+  - type: <string>                      # Tool type identifier (exa, gmail, slack, etc.)
+    title: <string>                     # Human-readable display name
+    toolId: <string>                    # Internal tool identifier
+    operation: <string>                 # Tool operation/method name
+    usageControl: <string>              # When AI can use it (auto | required | none)
+    params: <object>                    # Tool-specific configuration parameters
+    isExpanded: <boolean>               # UI state (optional, default: false)
+```
+
+## Connection Configuration
+
+Connections define where the workflow goes based on execution results:
+
+```yaml
+connections:
+  success: <string>                     # Target block ID for successful execution
+  error: <string>                       # Target block ID for error handling (optional)
+```
+
+## Examples
+
+### Basic Agent
+
+```yaml
+content-agent:
+  type: agent
+  name: "Content Analyzer 1"
+  inputs:
+    systemPrompt: "You are a helpful content analyzer. Be concise and clear."
+    userPrompt: <start.input>
+    model: gpt-4o
+    temperature: 0.3
+    apiKey: '{{OPENAI_API_KEY}}'
+  connections:
+    success: summary-block
+
+summary-block:
+  type: agent
+  name: "Summary Generator"
+  inputs:
+    systemPrompt: "Create a brief summary of the analysis."
+    userPrompt: "Analyze this: <contentanalyzer1.content>"
+    model: gpt-4o
+    apiKey: '{{OPENAI_API_KEY}}'
+  connections:
+    success: final-step
+```
+
+### Agent with Tools
+
+```yaml
+research-agent:
+  type: agent
+  name: "Research Assistant"
+  inputs:
+    systemPrompt: "Research the topic and provide detailed information."
+    userPrompt: <start.input>
+    model: gpt-4o
+    apiKey: '{{OPENAI_API_KEY}}'
+    tools:
+      - type: exa
+        title: "Web Search"
+        toolId: exa_search
+        operation: exa_search
+        usageControl: auto
+        params:
+          apiKey: '{{EXA_API_KEY}}'
+  connections:
+    success: summary-block
+```
+
+### Structured Output
+
+```yaml
+data-extractor:
+  type: agent
+  name: "Extract Contact Info"
+  inputs:
+    systemPrompt: "Extract contact information from the text."
+    userPrompt: <start.input>
+    model: gpt-4o
+    apiKey: '{{OPENAI_API_KEY}}'
+    responseFormat: |
+      {
+        "name": "contact_extraction",
+        "schema": {
+          "type": "object",
+          "properties": {
+            "name": {"type": "string"},
+            "email": {"type": "string"},
+            "phone": {"type": "string"}
+          },
+          "required": ["name"]
+        },
+        "strict": true
+      }
+  connections:
+    success: save-contact
+```
+
+### Azure OpenAI
+
+```yaml
+azure-agent:
+  type: agent
+  name: "Azure AI Assistant"
+  inputs:
+    systemPrompt: "You are a helpful assistant."
+    userPrompt: <start.input>
+    model: gpt-4o
+    apiKey: '{{AZURE_OPENAI_API_KEY}}'
+    azureEndpoint: '{{AZURE_OPENAI_ENDPOINT}}'
+    azureApiVersion: "2024-07-01-preview"
+  connections:
+    success: response-block
+``` 

apps/docs/content/docs/yaml/blocks/api.mdx

@@ -0,0 +1,179 @@
+---
+title: API Block YAML Schema
+description: YAML configuration reference for API blocks
+---
+
+## Schema Definition
+
+```yaml
+type: object
+required:
+  - type
+  - name
+  - inputs
+properties:
+  type:
+    type: string
+    enum: [api]
+    description: Block type identifier
+  name:
+    type: string
+    description: Display name for this API block
+  inputs:
+    type: object
+    required:
+      - url
+      - method
+    properties:
+      url:
+        type: string
+        description: The endpoint URL to send the request to
+      method:
+        type: string
+        enum: [GET, POST, PUT, DELETE, PATCH]
+        description: HTTP method for the request
+        default: GET
+      queryParams:
+        type: array
+        description: Query parameters as key-value pairs
+        items:
+          type: object
+          properties:
+            key:
+              type: string
+              description: Parameter name
+            value:
+              type: string
+              description: Parameter value
+      headers:
+        type: array
+        description: HTTP headers as key-value pairs
+        items:
+          type: object
+          properties:
+            key:
+              type: string
+              description: Header name
+            value:
+              type: string
+              description: Header value
+      body:
+        type: string
+        description: Request body for POST/PUT/PATCH methods
+      timeout:
+        type: number
+        description: Request timeout in milliseconds
+        default: 30000
+        minimum: 1000
+        maximum: 300000
+  connections:
+    type: object
+    properties:
+      success:
+        type: string
+        description: Target block ID for successful requests
+      error:
+        type: string
+        description: Target block ID for error handling
+```
+
+## Connection Configuration
+
+Connections define where the workflow goes based on request results:
+
+```yaml
+connections:
+  success: <string>                     # Target block ID for successful requests
+  error: <string>                       # Target block ID for error handling (optional)
+```
+
+## Examples
+
+### Simple GET Request
+
+```yaml
+user-api:
+  type: api
+  name: "Fetch User Data"
+  inputs:
+    url: "https://api.example.com/users/123"
+    method: GET
+    headers:
+      - key: "Authorization"
+        value: "Bearer {{API_TOKEN}}"
+      - key: "Content-Type"
+        value: "application/json"
+  connections:
+    success: process-user-data
+    error: handle-api-error
+```
+
+### POST Request with Body
+
+```yaml
+create-ticket:
+  type: api
+  name: "Create Support Ticket"
+  inputs:
+    url: "https://api.support.com/tickets"
+    method: POST
+    headers:
+      - key: "Authorization"
+        value: "Bearer {{SUPPORT_API_KEY}}"
+      - key: "Content-Type"
+        value: "application/json"
+    body: |
+      {
+        "title": "<agent.title>",
+        "description": "<agent.description>",
+        "priority": "high"
+      }
+  connections:
+    success: ticket-created
+    error: ticket-error
+```
+
+### Dynamic URL with Query Parameters
+
+```yaml
+search-api:
+  type: api
+  name: "Search Products"
+  inputs:
+    url: "https://api.store.com/products"
+    method: GET
+    queryParams:
+      - key: "q"
+        value: <start.searchTerm>
+      - key: "limit"
+        value: "10"
+      - key: "category"
+        value: <filter.category>
+    headers:
+      - key: "Authorization"
+        value: "Bearer {{STORE_API_KEY}}"
+  connections:
+    success: display-results
+```
+
+## Output References
+
+After an API block executes, you can reference its outputs:
+
+```yaml
+# In subsequent blocks
+next-block:
+  inputs:
+    data: <api-block-name.output>        # Response data
+    status: <api-block-name.status>      # HTTP status code  
+    headers: <api-block-name.headers>    # Response headers
+    error: <api-block-name.error>        # Error details (if any)
+```
+
+## Best Practices
+
+- Use environment variables for API keys: `{{API_KEY_NAME}}`
+- Include error handling with error connections
+- Set appropriate timeouts for your use case
+- Validate response status codes in subsequent blocks
+- Use meaningful block names for easier reference 

apps/docs/content/docs/yaml/blocks/condition.mdx

@@ -0,0 +1,165 @@
+---
+title: Condition Block YAML Schema
+description: YAML configuration reference for Condition blocks
+---
+
+## Schema Definition
+
+```yaml
+type: object
+required:
+  - type
+  - name
+  - inputs
+  - connections
+properties:
+  type:
+    type: string
+    enum: [condition]
+    description: Block type identifier
+  name:
+    type: string
+    description: Display name for this condition block
+  inputs:
+    type: object
+    required:
+      - conditions
+    properties:
+      conditions:
+        type: object
+        description: Conditional expressions and their logic
+        properties:
+          if:
+            type: string
+            description: Primary condition expression (boolean)
+          else-if:
+            type: string
+            description: Secondary condition expression (optional)
+          else-if-2:
+            type: string
+            description: Third condition expression (optional)
+          else-if-3:
+            type: string
+            description: Fourth condition expression (optional)
+          # Additional else-if-N conditions can be added as needed
+          else:
+            type: boolean
+            description: Default fallback condition (optional)
+            default: true
+  connections:
+    type: object
+    required:
+      - conditions
+    properties:
+      conditions:
+        type: object
+        description: Target blocks for each condition outcome
+        properties:
+          if:
+            type: string
+            description: Target block ID when 'if' condition is true
+          else-if:
+            type: string
+            description: Target block ID when 'else-if' condition is true
+          else-if-2:
+            type: string
+            description: Target block ID when 'else-if-2' condition is true
+          else-if-3:
+            type: string
+            description: Target block ID when 'else-if-3' condition is true
+          # Additional else-if-N connections can be added as needed
+          else:
+            type: string
+            description: Target block ID when no conditions match
+```
+
+## Connection Configuration
+
+Unlike other blocks, conditions use branching connections based on condition outcomes:
+
+```yaml
+connections:
+  conditions:
+    if: <string>                        # Target block ID when primary condition is true
+    else-if: <string>                   # Target block ID when secondary condition is true (optional)
+    else-if-2: <string>                 # Target block ID when third condition is true (optional)
+    else-if-3: <string>                 # Target block ID when fourth condition is true (optional)
+    # Additional else-if-N connections can be added as needed
+    else: <string>                      # Target block ID when no conditions match (optional)
+```
+
+## Examples
+
+### Simple If-Else
+
+```yaml
+status-check:
+  type: condition
+  name: "Status Check"
+  inputs:
+    conditions:
+      if: <start.status> === "approved"
+      else: true
+  connections:
+    conditions:
+      if: send-approval-email
+      else: send-rejection-email
+```
+
+### Multiple Conditions
+
+```yaml
+user-routing:
+  type: condition
+  name: "User Type Router"
+  inputs:
+    conditions:
+      if: <start.user_type> === "admin"
+      else-if: <start.user_type> === "premium"
+      else-if-2: <start.user_type> === "basic"
+      else: true
+  connections:
+    conditions:
+      if: admin-dashboard
+      else-if: premium-features
+      else-if-2: basic-features
+      else: registration-flow
+```
+
+### Numeric Comparisons
+
+```yaml
+score-evaluation:
+  type: condition
+  name: "Score Evaluation"
+  inputs:
+    conditions:
+      if: <agent.score> >= 90
+      else-if: <agent.score> >= 70
+      else-if-2: <agent.score> >= 50
+      else: true
+  connections:
+    conditions:
+      if: excellent-response
+      else-if: good-response
+      else-if-2: average-response
+      else: poor-response
+```
+
+### Complex Logic
+
+```yaml
+eligibility-check:
+  type: condition
+  name: "Eligibility Check"
+  inputs:
+    conditions:
+      if: <start.age> >= 18 && <start.verified> === true
+      else-if: <start.age> >= 16 && <start.parent_consent> === true
+      else: true
+  connections:
+    conditions:
+      if: full-access
+      else-if: limited-access
+      else: access-denied
+``` 

apps/docs/content/docs/yaml/blocks/evaluator.mdx

@@ -0,0 +1,255 @@
+---
+title: Evaluator Block YAML Schema
+description: YAML configuration reference for Evaluator blocks
+---
+
+## Schema Definition
+
+```yaml
+type: object
+required:
+  - type
+  - name
+  - inputs
+properties:
+  type:
+    type: string
+    enum: [evaluator]
+    description: Block type identifier
+  name:
+    type: string
+    description: Display name for this evaluator block
+  inputs:
+    type: object
+    required:
+      - content
+      - metrics
+      - model
+      - apiKey
+    properties:
+      content:
+        type: string
+        description: Content to evaluate (can reference other blocks)
+      metrics:
+        type: array
+        description: Evaluation criteria and scoring ranges
+        items:
+          type: object
+          properties:
+            name:
+              type: string
+              description: Metric identifier
+            description:
+              type: string
+              description: Detailed explanation of what the metric measures
+            range:
+              type: object
+              properties:
+                min:
+                  type: number
+                  description: Minimum score value
+                max:
+                  type: number
+                  description: Maximum score value
+              required: [min, max]
+              description: Scoring range with numeric bounds
+      model:
+        type: string
+        description: AI model identifier (e.g., gpt-4o, claude-3-5-sonnet-20241022)
+      apiKey:
+        type: string
+        description: API key for the model provider (use {{ENV_VAR}} format)
+      temperature:
+        type: number
+        minimum: 0
+        maximum: 2
+        description: Model temperature for evaluation
+        default: 0.3
+      azureEndpoint:
+        type: string
+        description: Azure OpenAI endpoint URL (required for Azure models)
+      azureApiVersion:
+        type: string
+        description: Azure API version (required for Azure models)
+  connections:
+    type: object
+    properties:
+      success:
+        type: string
+        description: Target block ID for successful evaluation
+      error:
+        type: string
+        description: Target block ID for error handling
+```
+
+## Connection Configuration
+
+Connections define where the workflow goes based on evaluation results:
+
+```yaml
+connections:
+  success: <string>                     # Target block ID for successful evaluation
+  error: <string>                       # Target block ID for error handling (optional)
+```
+
+## Examples
+
+### Content Quality Evaluation
+
+```yaml
+content-evaluator:
+  type: evaluator
+  name: "Content Quality Evaluator"
+  inputs:
+    content: <content-generator.content>
+    metrics:
+      - name: "accuracy"
+        description: "How factually accurate is the content?"
+        range:
+          min: 1
+          max: 5
+      - name: "clarity"
+        description: "How clear and understandable is the content?"
+        range:
+          min: 1
+          max: 5
+      - name: "relevance"
+        description: "How relevant is the content to the original query?"
+        range:
+          min: 1
+          max: 5
+      - name: "completeness"
+        description: "How complete and comprehensive is the content?"
+        range:
+          min: 1
+          max: 5
+    model: gpt-4o
+    temperature: 0.2
+    apiKey: '{{OPENAI_API_KEY}}'
+  connections:
+    success: quality-report
+    error: evaluation-error
+```
+
+### Customer Response Evaluation
+
+```yaml
+response-evaluator:
+  type: evaluator
+  name: "Customer Response Evaluator"
+  inputs:
+    content: <customer-agent.content>
+    metrics:
+      - name: "helpfulness"
+        description: "How helpful is the response in addressing the customer's needs?"
+        range:
+          min: 1
+          max: 10
+      - name: "tone"
+        description: "How appropriate and professional is the tone?"
+        range:
+          min: 1
+          max: 10
+      - name: "completeness"
+        description: "Does the response fully address all aspects of the inquiry?"
+        range:
+          min: 1
+          max: 10
+    model: claude-3-5-sonnet-20241022
+    apiKey: '{{ANTHROPIC_API_KEY}}'
+  connections:
+    success: response-processor
+```
+
+### A/B Testing Evaluation
+
+```yaml
+ab-test-evaluator:
+  type: evaluator
+  name: "A/B Test Evaluator"
+  inputs:
+    content: |
+      Version A: <version-a.content>
+      Version B: <version-b.content>
+      
+      Compare these two versions for the following criteria.
+    metrics:
+      - name: "engagement"
+        description: "Which version is more likely to engage users?"
+        range: "A, B, or Tie"
+      - name: "clarity"
+        description: "Which version communicates more clearly?"
+        range: "A, B, or Tie"
+      - name: "persuasiveness"
+        description: "Which version is more persuasive?"
+        range: "A, B, or Tie"
+    model: gpt-4o
+    temperature: 0.1
+    apiKey: '{{OPENAI_API_KEY}}'
+  connections:
+    success: test-results
+```
+
+### Multi-Dimensional Content Scoring
+
+```yaml
+comprehensive-evaluator:
+  type: evaluator
+  name: "Comprehensive Content Evaluator"
+  inputs:
+    content: <ai-writer.content>
+    metrics:
+      - name: "technical_accuracy"
+        description: "How technically accurate and correct is the information?"
+        range:
+          min: 0
+          max: 100
+      - name: "readability"
+        description: "How easy is the content to read and understand?"
+        range:
+          min: 0
+          max: 100
+      - name: "seo_optimization"
+        description: "How well optimized is the content for search engines?"
+        range:
+          min: 0
+          max: 100
+      - name: "user_engagement"
+        description: "How likely is this content to engage and retain readers?"
+        range:
+          min: 0
+          max: 100
+      - name: "brand_alignment"
+        description: "How well does the content align with brand voice and values?"
+        range:
+          min: 0
+          max: 100
+    model: gpt-4o
+    temperature: 0.3
+    apiKey: '{{OPENAI_API_KEY}}'
+  connections:
+    success: content-optimization
+```
+
+## Output References
+
+After an evaluator block executes, you can reference its outputs:
+
+```yaml
+# In subsequent blocks
+next-block:
+  inputs:
+    evaluation: <evaluator-name.content>     # Evaluation summary
+    scores: <evaluator-name.scores>          # Individual metric scores
+    overall: <evaluator-name.overall>        # Overall assessment
+```
+
+## Best Practices
+
+- Define clear, specific evaluation criteria
+- Use appropriate scoring ranges for your use case
+- Choose models with strong reasoning capabilities
+- Use lower temperature for consistent scoring
+- Include detailed metric descriptions
+- Test with diverse content types
+- Consider multiple evaluators for complex assessments