Get started with AI agents
Create and deploy a basic agent application with actions and telemetry insights using Azure Container Apps.
Template details
This solution template deploys a web-based AI chat agent on Azure Container Apps. The agent uses Azure AI Agent Service and Foundry IQ for knowledge retrieval and cited responses. It includes built-in logging, tracing, and monitoring for easier troubleshooting and performance optimization.
Key features
- Knowledge Retrieval: The AI agent uses file search or Foundry IQ to retrieve knowledge from uploaded files.
- Customizable AI Model Deployment: The solution allows users to configure and deploy AI models, such as gpt-4o-mini, with options to adjust model capacity, and knowledge retrieval methods.
- Built-in Monitoring and Tracing: Integrated monitoring capabilities, including Azure Monitor and Application Insights, enable tracing and logging for easier troubleshooting and performance optimization.
- Flexible Deployment Options: Supports deployment through GitHub Codespaces, VS Code Dev Containers, or local environments, providing flexibility for different development workflows.
- Agent Evaluation: Demonstrates how to evaluate agent performance and quality during local development and incorporate it into monitoring and CI/CD workflow.
- AI Red Teaming Agent: Facilitates the creation of an AI Red Teaming Agent that can run batch automated scans for safety and security scans on Agent solution to check risk posture before deploying it into production.
Disclaimer
IMPORTANT! Solution templates are to assist your development of AI solutions for specific scenarios. Review all provided resources and carefully test all AI solution behavior in the context of your use case. Learn more in the transparency documents for Agent Service and Agent Framework . AI solutions you create may be subject to legal and regulatory requirements, may require licenses, or may not be suitable for all industries, scenarios, or use cases. By using any solution template, you are acknowledging that AI solutions or other output created using that template are solely your responsibility, and that you will comply with all applicable laws, regulations, and relevant safety standards, terms of service, and codes of conduct.
Skip the setup and get running in code with one command. Docs
winget install Microsoft.FoundryDevPack