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122 lines
3.5 KiB
122 lines
3.5 KiB
# Deployment Solutions Overview
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This section covers various deployment strategies for Swarms agents and multi-agent systems, from simple local deployments to enterprise-grade cloud solutions.
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## Deployment Types Comparison & Documentation
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| Deployment Type | Use Case | Complexity | Scalability | Cost | Best For | Documentation Link | Status |
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|------------------------|---------------------|------------|-------------|-----------|----------------------------------|-----------------------------------------------------------------------------|------------|
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| **FastAPI + Uvicorn** | REST API endpoints | Low | Medium | Low | Quick prototypes, internal tools | [FastAPI Agent API Guide](fastapi_agent_api.md) | Available |
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| **Cron Jobs** | Scheduled tasks | Low | Low | Very Low | Batch processing, periodic tasks | [Cron Job Examples](../../examples/deployment_solutions/cron_job_examples/) | Available |
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## Quick Start Guide
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### 1. FastAPI + Uvicorn (Recommended for APIs)
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- **Best for**: Creating REST APIs for your agents
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- **Setup time**: 5-10 minutes
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- **Documentation**: [FastAPI Agent API](fastapi_agent_api.md)
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- **Example Code**: [FastAPI Example](../../examples/deployment_solutions/fastapi_agent_api_example.py)
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### 2. Cron Jobs (Recommended for scheduled tasks)
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- **Best for**: Running agents on a schedule
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- **Setup time**: 2-5 minutes
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- **Examples**: [Cron Job Examples](../../examples/deployment_solutions/cron_job_examples/)
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## Deployment Considerations
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### Performance
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- **FastAPI**: Excellent for high-throughput APIs
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- **Cron Jobs**: Good for batch processing
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- **Docker**: Consistent performance across environments
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- **Kubernetes**: Best for complex, scalable systems
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### Security
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- **FastAPI**: Built-in security features, easy to add authentication
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- **Cron Jobs**: Runs with system permissions
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- **Docker**: Isolated environment, security best practices
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- **Kubernetes**: Advanced security policies and RBAC
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### Monitoring & Observability
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- **FastAPI**: Built-in logging, easy to integrate with monitoring tools
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- **Cron Jobs**: Basic logging, requires custom monitoring setup
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- **Docker**: Container-level monitoring, easy to integrate
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- **Kubernetes**: Comprehensive monitoring and alerting
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### Cost Optimization
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- **FastAPI**: Pay for compute resources
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- **Cron Jobs**: Minimal cost, runs on existing infrastructure
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- **Docker**: Efficient resource utilization
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- **Kubernetes**: Advanced resource management and auto-scaling
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## Choosing the Right Deployment
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### For Development & Testing
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- **FastAPI + Uvicorn**: Quick setup, easy debugging
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- **Cron Jobs**: Simple scheduled tasks
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### For Production APIs
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- **FastAPI + Docker**: Reliable, scalable
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- **Cloud Run**: Auto-scaling, managed infrastructure
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### For Enterprise Systems
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- **Kubernetes**: Full control, advanced features
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- **Hybrid approach**: Mix of deployment types based on use case
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### For Cost-Sensitive Projects
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- **Cron Jobs**: Minimal infrastructure cost
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- **Cloud Functions**: Pay-per-use model
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- **FastAPI**: Efficient resource utilization
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## Next Steps
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1. **Start with FastAPI** if you need an API endpoint
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2. **Use Cron Jobs** for scheduled tasks
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3. **Move to Docker** when you need consistency
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4. **Consider Kubernetes** for complex, scalable systems
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Each deployment solution includes detailed examples and step-by-step guides to help you get started quickly.
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