AI-powered Fuel Price Intelligence Agent using Cloud Run for Google Gen AI Academy APAC 2026.

This project demonstrates an AI-powered Fuel Price Intelligence Agent built for Google Cloud Gen AI Academy APAC 2026, leveraging Cloud Run and Google's generative AI capabilities. The agent intelligently monitors and analyzes fuel price trends, providing real-time insights and predictions. It showcases best practices for deploying scalable AI agents on Google Cloud infrastructure with serverless computing.

Key Points

• •Deploy AI agents on Google Cloud Run for serverless, scalable execution without infrastructure management
• •Integrate Google's generative AI models to analyze fuel price data and generate intelligent insights
• •Implement real-time fuel price monitoring and trend analysis capabilities
• •Use Cloud Run's auto-scaling to handle variable workloads efficiently and cost-effectively
• •Design agent workflows that combine data ingestion, processing, and AI-driven decision making
• •Leverage Google Cloud's managed services for data storage and retrieval in agent pipelines
• •Implement error handling and retry logic for reliable agent operations in production
• •Structure agents with clear tool definitions and function calling for external data access

Workflow Diagram

Concepts