Lambda-Function for API Monitoring

Automated CRON job to test the HuggingFace API every 12 hours using AWS EventBridge.

Overview

This service runs on a scheduled basis using AWS EventBridge to ensure that the deployed prediction API remains operational and responsive.

Features

• Automated API health checks every 12 hours
• Integration with Hugging Face prediction endpoint
• Event-driven execution using AWS EventBridge
• Lightweight serverless architecture

Workflow

1. EventBridge triggers Lambda on schedule
2. Lambda sends request to prediction API
3. Response is validated
4. Failures can be logged or monitored

Purpose

• Ensure API reliability
• Detect downtime or failures early
• Support production readiness

Deployment

• Hosted on AWS Lambda
• Triggered via EventBridge (CRON schedule)

Example Use Case

• Continuous monitoring of ML inference services
• Reliability layer for external API dependencies

Notes

This service can be extended to include:

• Alerting (SNS, email)
• Logging dashboards
• Retry mechanisms