🚀 AgenticBuilder - Visual AI Workflow Builder

Build, Deploy, and Scale AI Agent Workflows Visually

The most advanced open-source platform for creating multi-agent AI workflows with drag-and-drop simplicity.

🎯 Features • 🏗 Architecture • 🚀 Quick Start • 📖 Documentation • 🤝 Contributing

🎨 Visual Agent Builder Interface - Create sophisticated AI workflows with drag-and-drop simplicity. The screenshot shows the intuitive Block Palette with 50+ pre-built components, real-time workflow canvas, and seamless agent orchestration capabilities.

🎯 What is Agent Builder?

Agent Builder is a revolutionary visual AI workflow builder that empowers developers and businesses to create sophisticated multi-agent AI systems without writing complex code. Think of it as the "Zapier for AI Agents" - but with enterprise-grade capabilities, advanced orchestration patterns, and unlimited customization.

📸 What You See in the Screenshot

The interface above demonstrates Agent Builder's powerful visual workflow builder in action:

🎛 Left Panel: Comprehensive Block Palette with categorized components
- Agents: General Agent, Control Agent, AI Agent blocks
- Popular Blocks: Most-used components with popularity indicators
- Categories: Organized seor Plugins, Workflows, Triggers, Data & Knowledge
🎨 Center Canvas: Visual workflow designer showing a sample automation
- Connected Blocks: Email → Database → End workflow with visual connections
- Real-time Status: Live execution indicators and data flow visualization
🔧 Right Panel: Properties and configuration for selected blocks
🌐 Multi-language: Korean interface demonstrating global accessibility

🌟 Why Choose Agent Builder?

🎨 Visual First: Drag-and-drop interface powered by ReactFlow
🤖 Multi-Agent Orchestration: 17 advanced orchestration patterns including 2025 trends
⚡ Real-time Execution: Live monitoring with Server-Sent Events
🔗 50+ Integrations: Connect to any API, database, or service
🧠 Multi-LLM Support: OpenAI, Claude, Gemini, Grok, Ollama, and more
📊 Enterprise RAG: Vector search, hybrid search, knowledge graphs
🔒 Production Ready: Security, monitoring, scaling, and deployment

✨ Features

🎨 Visual Workflow Builder

Feature	Description
Drag & Drop Editor	Intuitive ReactFlow-based visual editor with 50+ pre-built blocks
Real-time Preview	See your workflow execute in real-time with live data flow
Smart Validation	Intelligent validation with helpful error messages and suggestions
Version Control	Built-in versioning with diff visualization and rollback capabilities

🏗 Agent Builder Interface

The screenshot above showcases our powerful Agent Builder interface with:

Component	Description
🎛 Block Palette	Comprehensive library of 50+ pre-built blocks organized by category
📋 Block Categories	Agents, Plugins, Workflows, Triggers, Data & Knowledge, Orchestration, and Developers sections
🔧 Popular Blocks	Quick access to frequently used components like General Agent, Control Agent, and specialized agents
🎨 Visual Canvas	Drag-and-drop workflow designer with real-time connection visualization
⚡ Live Execution	Real-time workflow execution with visual feedback and status indicators
🔗 Smart Connections	Intelligent block linking with automatic data flow validation

Key Interface Features:

Korean/English Support: Fully localized interface for global accessibility
Dark/Light Theme: Professional UI that adapts to your preference
Responsive Design: Works seamlessly across desktop, tablet, and mobile devices
Contextual Help: Built-in tooltips and guidance for every component
Keyboard Shortcuts: Power-user shortcuts for rapid workflow development

🤖 Advanced Agent Orchestration

Pattern Category	Patterns	Use Cases
Core Patterns	Sequential, Parallel, Hierarchical, Adaptive	Basic workflow automation
2025 Trends	Consensus Building, Dynamic Routing, Swarm Intelligence, Event-Driven, Reflection	Advanced AI coordination
2026 Next-Gen	Neuromorphic, Quantum Enhanced, Bio-Inspired, Self-Evolving, Federated, Emotional AI	Cutting-edge AI research

🔗 Extensive Integrations

Communication: Slack, Discord, Email, SMS, Teams
Databases: PostgreSQL, MySQL, MongoDB, Redis, Milvus
APIs: REST, GraphQL, WebSocket, gRPC
Cloud Services: AWS, GCP, Azure, Cloudflare
AI Services: OpenAI, Anthropic, Google AI, Cohere, Hugging Face
Document Processing: PDF, DOCX, PPTX, Excel, OCR
Web: Web scraping, search engines, social media APIs

🧠 Enterprise RAG & Knowledge Management

Vector Search: Milvus-powered semantic search with 1000+ embedding models
Hybrid Search: Combine semantic and keyword search with BM25
Knowledge Graphs: NetworkX-powered entity relationship mapping
Document Processing: Advanced PDF, Office, and image processing with OCR
Multi-modal AI: Support for text, images, audio, and video processing

⚡ Performance & Scalability

Real-time Streaming: Server-Sent Events for live execution monitoring
Auto-scaling: Dynamic resource allocation based on workload
Caching: Redis-powered intelligent caching for optimal performance
Load Balancing: Built-in load balancing for high-availability deployments
Monitoring: Comprehensive metrics, logging, and error tracking

🏗 Architecture

graph TB
    subgraph "Frontend Layer"
        A[Next.js 15 + React 19]
        B[ReactFlow Visual Editor]
        C[Real-time Dashboard]
        D[Plugin Management]
    end
    
    subgraph "API Gateway"
        E[FastAPI + WebSocket]
        F[Authentication & Authorization]
        G[Rate Limiting & Security]
    end
    
    subgraph "Core Engine"
        H[Workflow Execution Engine]
        I[Multi-Agent Orchestrator]
        J[Plugin System]
        K[Event Bus]
    end
    
    subgraph "AI & ML Layer"
        L[LangChain + LangGraph]
        M[Multi-LLM Router]
        N[Vector Embeddings]
        O[Knowledge Graph]
    end
    
    subgraph "Data Layer"
        P[PostgreSQL]
        Q[Milvus Vector DB]
        R[Redis Cache]
        S[File Storage]
    end
    
    A --> E
    B --> E
    C --> E
    D --> E
    E --> H
    F --> H
    G --> H
    H --> I
    I --> J
    J --> K
    H --> L
    L --> M
    M --> N
    N --> O
    H --> P
    H --> Q
    H --> R
    H --> S

🛠 Technology Stack

Frontend

Framework: Next.js 15 with React 19 and TypeScript
UI Components: Radix UI + Tailwind CSS + Framer Motion
Visualization: ReactFlow for workflow diagrams, D3.js for analytics
State Management: Zustand + TanStack Query for server state
Real-time: Server-Sent Events + WebSocket connections

Backend

Framework: FastAPI with async/await support
AI/ML: LangChain, LangGraph, LiteLLM for multi-provider support
Vector Search: Milvus with sentence-transformers embeddings
Database: PostgreSQL with SQLAlchemy 2.0 and Alembic migrations
Caching: Redis for session management and result caching
Security: JWT authentication, OAuth2, rate limiting, CORS

Infrastructure

Containerization: Docker + Docker Compose for easy deployment
Monitoring: Sentry error tracking, OpenTelemetry tracing
Documentation: Auto-generated API docs with FastAPI
Testing: Pytest for backend, Jest + Playwright for frontend

🚀 Quick Start

Prerequisites

Docker & Docker Compose
Python 3.10+ (for local development)
Node.js 18+ (for local development)

1. Clone & Setup

git clone https://github.com/yourusername/Agent Builder.git
cd Agent Builder

# Copy environment configuration
cp .env.example .env

2. Configure Environment

Edit .env file with your API keys:

# LLM Providers (choose one or more)
OPENAI_API_KEY=your_openai_key
ANTHROPIC_API_KEY=your_claude_key
GOOGLE_API_KEY=your_gemini_key
GROQ_API_KEY=your_groq_key

# Database Configuration
POSTGRES_DB=Agent Builder
POSTGRES_USER=postgres
POSTGRES_PASSWORD=your_secure_password

# Optional: Advanced Features
REDIS_URL=redis://localhost:6379
MILVUS_HOST=localhost
MILVUS_PORT=19530

3. Launch with Docker

# Start all services
docker-compose up -d

# Check service status
docker-compose ps

4. Access the Platform

Frontend: http://localhost:3000
API Documentation: http://localhost:8000/docs
Admin Dashboard: http://localhost:3000/admin

5. Local Network Access (Mobile/Tablet)

Want to access from your phone or tablet? Run the setup script:

Windows:

setup-local-network.bat

Mac/Linux:

chmod +x setup-local-network.sh
./setup-local-network.sh

This will:

✅ Detect your local IP address automatically
✅ Configure frontend to use your IP
✅ Show access URLs for other devices

Then access from any device on the same WiFi:

Frontend: http://YOUR_IP:3000
Backend: http://YOUR_IP:8000

📖 Detailed Guide: See LOCAL_NETWORK_ACCESS_GUIDE.md or 한국어 가이드

6. Create Your First Workflow

Open the workflow builder at http://localhost:3000
Drag and drop blocks from the palette
Connect blocks to create your workflow
Configure each block with your parameters
Click "Run" to execute your workflow
Monitor execution in real-time

📖 Documentation

🎓 Getting Started

🔧 Development

🏢 Enterprise(Future)

🎯 Use Cases

🏢 Business Automation

Customer Support: Intelligent ticket routing and automated responses
Content Creation: Multi-agent content generation and review workflows
Data Processing: Automated data extraction, transformation, and analysis
Report Generation: Scheduled reports with AI-powered insights

🔬 Research & Development

Literature Review: Automated research paper analysis and summarization
Experiment Design: AI-assisted experimental planning and execution
Data Analysis: Multi-modal data processing and visualization
Knowledge Discovery: Automated pattern recognition and insight generation

🎨 Creative Industries

Content Production: Multi-agent creative workflows for marketing
Design Automation: AI-powered design generation and optimization
Media Processing: Automated video, audio, and image processing
Personalization: Dynamic content adaptation for different audiences

🛣 Roadmap

🎯 Previous (2025)

Visual workflow builder with 50+ blocks
17 orchestration patterns including 2025 trends
Multi-LLM support with intelligent routing
Real-time execution monitoring
Enterprise RAG with vector search

🚀 Next (2026)

Marketplace: Community plugin marketplace
Collaboration: Real-time collaborative editing
Templates: Pre-built workflow templates library
API Gateway: Advanced API management features
AI Assistant: Natural language workflow creation
Auto-optimization: ML-powered workflow optimization
Enterprise SSO: SAML, LDAP, and enterprise authentication
Multi-tenant: SaaS-ready multi-tenancy support
Edge Computing: Edge deployment capabilities

🤝 Contributing

We welcome contributions from the community! Here's how you can help:

🐛 Bug Reports

Found a bug? Please create an issue with:

Clear description of the problem
Steps to reproduce
Expected vs actual behavior
Environment details

💡 Feature Requests

Have an idea? We'd love to hear it! Please include:

Use case description
Proposed solution
Alternative approaches considered
Mockups or examples (if applicable)

🔧 Code Contributions

Fork the repository
Create a feature branch (git checkout -b feature/amazing-feature)
Make your changes with tests
Commit your changes (git commit -m 'Add amazing feature')
Push to the branch (git push origin feature/amazing-feature)
Open a Pull Request

📚 Documentation

Help improve our documentation:

Fix typos and grammar
Add examples and tutorials
Translate to other languages
Create video tutorials

📊 Community & Support

💬 Community

[Discord Server](https://discord.gg/Agent Builder) - Real-time chat and support
[GitHub Discussions](https://github.com/yourusername/Agent Builder/discussions) - Feature requests and Q&A
[Reddit Community](https://reddit.com/r/Agent Builder) - Share workflows and tips

📧 Support

Community Support: GitHub Issues and Discord
Enterprise Support: Contact us at enterprise@Agent Builder.com
Security Issues: security@Agent Builder.com

📈 Stats

⭐ GitHub Stars: Growing daily!
🍴 Forks: Active community contributions
📦 Docker Pulls: Thousands of deployments
👥 Community: Developers from 50+ countries

📄 License

This project is licensed under the MIT License - see the LICENSE file for details.

🎉 Open Source Benefits

✅ Free for commercial use
✅ No vendor lock-in
✅ Full source code access
✅ Community-driven development
✅ Enterprise-friendly license

🙏 Acknowledgments

Special thanks to:

LangChain,LangGraph Team for the amazing AI framework
React,ReactFlow Team for the visual workflow foundation
FastAPI Team for the high-performance backend framework
Open Source Community for continuous inspiration and contributions

⭐ Star this repository if you find it useful! ⭐

Built with ❤️ by developers, for developers

[⬆ Back to Top](#-Agent Builder---visual-ai-workflow-builder)

Name		Name	Last commit message	Last commit date
Latest commit History 67 Commits
.github/workflows		.github/workflows
.kiro/steering		.kiro/steering
backend		backend
data		data
demo_images		demo_images
docs		docs
examples		examples
frontend		frontend
logs		logs
mcp_servers		mcp_servers
monitoring		monitoring
nginx		nginx
scripts		scripts
sdk/python		sdk/python
uploads		uploads
.dockerignore		.dockerignore
.env.example		.env.example
.env.production.example		.env.production.example
.flake8		.flake8
.gitignore		.gitignore
.pre-commit-config.yaml		.pre-commit-config.yaml
DOCKER_DB_SCHEMA_CHECK.md		DOCKER_DB_SCHEMA_CHECK.md
DOCKER_SETUP_COMPLETE.md		DOCKER_SETUP_COMPLETE.md
Dockerfile.mcp		Dockerfile.mcp
LICENSE		LICENSE
QUICK_START_AFTER_FIXES.md		QUICK_START_AFTER_FIXES.md
README.Docker.md		README.Docker.md
README.md		README.md
check_schema_status.py		check_schema_status.py
create_demo_video.bat		create_demo_video.bat
demo_video_generator.html		demo_video_generator.html
docker-compose.monitoring.yml		docker-compose.monitoring.yml
docker-compose.optimized.yml		docker-compose.optimized.yml
docker-compose.prod.yml		docker-compose.prod.yml
docker-compose.yml		docker-compose.yml
pyproject.toml		pyproject.toml
requirements_image.txt		requirements_image.txt
setup-local-network.bat		setup-local-network.bat
setup-local-network.sh		setup-local-network.sh
setup-network-access.bat		setup-network-access.bat
start-all.bat		start-all.bat
start-backend-quiet.bat		start-backend-quiet.bat
start-backend.bat		start-backend.bat
start-network-mode.bat		start-network-mode.bat
start-services.bat		start-services.bat

License

showjihyun/agentrag-v1

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