Frameworks Overview

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Supported Frameworks

RunAgent is designed to work with any AI agent framework. We provide first-class support for popular frameworks while allowing custom implementations.

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Framework Comparison

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Choosing a Framework

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LangGraph

Choose LangGraph when you need:

• Complex multi-step workflows
• Conditional branching
• State management
• Cycles and loops in agent logic

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CrewAI

Choose CrewAI when you need:

• Multiple specialized agents
• Task delegation
• Collaborative problem-solving
• Role-based agent design

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Agno

Choose Agno when you need:

• Advanced reasoning capabilities
• Built-in memory systems
• Planning and goal-setting
• Adaptive behavior

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Letta

Choose Letta when you need:

• Long-running conversations
• Personality consistency
• Memory across sessions
• Natural dialogue flow

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Custom Framework

Choose custom when you need:

• Specific requirements not met by others
• Integration with proprietary systems
• Maximum performance optimization
• Complete control over implementation

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Quick Start Examples

runagent init my-agent --framework langgraph
cd my-agent
# Edit agents.py with your LangGraph logic
runagent serve .

runagent init my-agent --framework langgraph
cd my-agent
# Edit agents.py with your LangGraph logic
runagent serve .

runagent init my-crew --framework crewai
cd my-crew
# Define your crew in crew.py
runagent serve .

runagent init my-custom --framework custom
cd my-custom
# Implement your agent logic
runagent serve .

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Framework Integration

All frameworks integrate with RunAgent through:

1. Standardized Entrypoints: Define how to invoke your agent
2. Configuration: Specify framework in runagent.config.json
3. Environment Management: Handle API keys and settings
4. Deployment: Same process regardless of framework

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Best Practices by Framework

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Performance Considerations

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Migration Between Frameworks

RunAgent makes it easy to switch frameworks:

1. Keep business logic separate from framework code
2. Use consistent interfaces for inputs/outputs
3. Test thoroughly after migration
4. Update configuration in runagent.config.json

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Community Frameworks

We’re always adding support for new frameworks. Coming soon:

• AutoGen
• BabyAGI
• AgentGPT
• Custom community frameworks

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Contributing Framework Support

Want to add support for a new framework?

1. Check our contribution guidelines
2. Create a template for the framework
3. Add documentation
4. Submit a pull request

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Next Steps