[examples/sims -> examples/multiagent/sims] [examples/deployment] [NEW EXAMPLE][Fast API Example]

examples/deployment/fastapi/README.md

@@ -5,15 +5,24 @@ This directory contains practical examples of different deployment strategies fo
 ## 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
@@ -46,10 +55,12 @@ This directory contains practical examples of different deployment strategies fo
 
 Navigate to the `cron_job_examples/` directory for various scheduling examples:
 
-- `cron_job_example.py` - Basic cron job setup
+| File Name                      | Description                              |
-- `crypto_concurrent_cron_example.py` - Concurrent crypto monitoring
+|------------------------------- |------------------------------------------|
-- `solana_price_tracker.py` - Solana price tracking
+| `cron_job_example.py`           | Basic cron job setup                     |
-- `figma_stock_example.py` - Stock monitoring with Figma integration
+| `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
 
@@ -62,20 +73,26 @@ python test_fastapi_example.py
 ## Documentation
 
 For detailed guides and documentation, see:
+
 - [Deployment Solutions Overview](../../docs/deployment_solutions/overview.md)
+
 - [FastAPI Agent API Guide](../../docs/deployment_solutions/fastapi_agent_api.md)
 
 ## Requirements
 
 - Python 3.8+
+
 - Swarms framework
+
 - FastAPI and Uvicorn (for API examples)
+
 - Required API keys for your chosen models
 
 ## Support
 
-If you encounter issues:
+| Issue Encountered                        | Troubleshooting Step                                              |
-1. Check the requirements are installed correctly
+|------------------------------------------|------------------------------------------------------------------|
-2. Verify your API keys are set
+| Requirements not working                 | Check the requirements are installed correctly                    |
-3. Check the documentation for detailed setup instructions
+| API authentication problems              | Verify your API keys are set                                      |
-4. Review the test script output for debugging information
+| Setup or usage confusion                 | Check the documentation for detailed setup instructions           |
+| Unexpected errors or failures            | Review the test script output for debugging information           |