🚀 RAG Builder v2.0

The Ultimate Dynamic Plugin Framework for RAG Applications

Zero Configuration • Hot Reloading • Enterprise Grade

RAG Builder makes building Retrieval-Augmented Generation applications as easy as writing Python functions. Create production-ready RAG systems in minutes, not months.

✨ Why RAG Builder?

# Create a plugin in 30 seconds
def clean_text(text: str) -> str:
    return text.strip().lower()

def count_words(text: str) -> int:
    return len(text.split())

# That's it! Framework auto-discovers and loads your plugin

🎯 Zero Configuration

• No YAML manifests - Just write Python functions
• Auto-discovery - Framework finds everything automatically
• Hot reloading - Update plugins without restart
• Instant deployment - From code to production in seconds

⚡ Super Dynamic

• Any Python callable becomes a plugin capability
• Dynamic routing - Call any capability by name
• Smart caching - Automatic performance optimization
• Load balancing - Intelligent plugin selection

🏢 Enterprise Ready

• Advanced metrics - Real-time performance monitoring
• Error recovery - Comprehensive error handling
• Security validation - Multi-layer plugin validation
• Dependency resolution - Automatic plugin dependencies

🚀 Quick Start

1. Installation

git clone https://github.com/ragbuilder/ragbuilder.git
cd ragbuilder
pip install -r requirements.txt

2. Start the Framework

python run_server.py

Framework starts at http://localhost:8000 with auto-discovered plugins!

3. Create Your First Plugin

# Use the CLI to scaffold a new plugin
rag-plugin init my-awesome-plugin --type llm

# Or just create a Python file in plugins/
echo 'def hello(name): return f"Hello {name}!"' > plugins/my_plugin.py

4. Test Your Plugin

# Framework automatically discovers and loads your plugin
curl -X POST http://localhost:8000/api/call/hello \
  -H "Content-Type: application/json" \
  -d '{"args": ["World"]}'

# Response: {"success": true, "result": "Hello World!"}

📚 Documentation

• 📚 Complete Documentation - Architecture, guides, and API reference
• 🏗️ Architecture Guide - Framework design and concepts
• 🔌 Plugin Development - Create your own plugins
• 🛠️ CLI & SDK Reference - Tools and utilities
• 💡 Examples - Real-world implementations

🌟 Community

• GitHub: github.com/ragbuilder/ragbuilder
• Discord: Join our community
• Twitter: @ragbuilder
• Docs: docs.ragbuilder.dev

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Built with ❤️ by the RAG Builder community

Making RAG development as easy as writing Python functions.