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Deployment Solutions Examples

This directory contains practical examples of different deployment strategies for Swarms agents and multi-agent systems.

Examples Overview

FastAPI + Uvicorn

File: fastapi_agent_api_example.py
Description: Complete FastAPI application that exposes Swarms agents as REST APIs
Use Case: Creating HTTP endpoints for your agents
Requirements: requirements.txt

Cron Jobs

Directory: cron_job_examples/
Description: Various examples of running agents on schedules
Use Case: Automated, periodic task execution
Examples: Crypto tracking, stock monitoring, data processing

Quick Start

FastAPI Example

Install dependencies:
```
pip install -r requirements.txt
```
Run the API server:
```
python fastapi_agent_api_example.py
```
Access the API:
- API: http://localhost:8000
- Documentation: http://localhost:8000/docs
- Health check: http://localhost:8000/health

Test with curl:

curl -X POST "http://localhost:8000/agent/run" \
     -H "Content-Type: application/json" \
     -d '{"task": "What are the best top 3 ETFs for gold coverage?"}'

Cron Job Examples

Navigate to the cron_job_examples/ directory for various scheduling examples:

cron_job_example.py - Basic cron job setup
crypto_concurrent_cron_example.py - Concurrent crypto monitoring
solana_price_tracker.py - Solana price tracking
figma_stock_example.py - Stock monitoring with Figma integration

Testing

Run the test script to verify your setup:

python test_fastapi_example.py

Documentation

For detailed guides and documentation, see:

Requirements

Python 3.8+
Swarms framework
FastAPI and Uvicorn (for API examples)
Required API keys for your chosen models

Support

If you encounter issues:

Check the requirements are installed correctly
Verify your API keys are set
Check the documentation for detailed setup instructions
Review the test script output for debugging information

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