hosted-agents-v2-py

Deploy and run Microsoft Foundry hosted agents with Python hosting.

Updated Aug 23, 2026
One-click install
npx skills add https://github.com/rrbanda/skills --skill hosted-agents-v2-py-rrbanda
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: hosted-agents-v2-py
Source: https://github.com/rrbanda/skills/tree/main/skills/ai-ml/hosted-agents-v2-py
Command: npx skills add https://github.com/rrbanda/skills --skill hosted-agents-v2-py-rrbanda

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Automates deploying and running Microsoft Foundry hosted agents using the Python hosting stack.

Core Features & Use Cases

  • Python-based HostedAgentDefinition support for Foundry hosting
  • Seamless integration with azd, agent.yaml, and agent.manifest.yaml
  • Protocol support for Responses and Invocations to enable multi-protocol agents

Quick Start

Deploy a sample hosted agent using azd and test the /responses endpoint locally

Frequently Asked Questions about hosted-agents-v2-py

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I deploy Foundry hosted agents using Python?▼

Build and deploy multi-protocol Foundry hosted agents with Python by integrating agent.yaml and agent.manifest.yaml to expose both Responses and Invocations endpoints seamlessly.

Can I use azd to deploy containerized agents with the Responses protocol?▼

Yes, you can use azd workflows to deploy containerized agents exposing the Responses protocol through agent-framework-foundry-hosting and test endpoints locally.

What is the agent-framework-foundry-hosting stack used for?▼

The agent-framework-foundry-hosting stack is used to build and run Microsoft Foundry hosted agents with Python language support and Azure SDK package integration.

Does Foundry hosting support both Invocations and Responses protocols?▼

Yes, Foundry hosted agents support both Invocations and Responses protocols to enable multi-protocol agent deployments within containerized Python environments.

Do I need Azure SDK for Python packages to build Foundry agents?▼

Yes, Azure SDK for Python packages are required dependencies to satisfy the ai-ml domain requirements when building Foundry hosted agents with the Python stack.

What's the best way to test a Foundry agent locally before deployment?▼

The best way to test a Foundry hosted agent locally is deploying a sample with azd workflows and validating the /responses endpoint before full containerized deployment.