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Tao Chen ce8b6305d8 Python: Foundry hosted agent V2 (#5379 )

* Python: Wrapper + Samples 1st (#5177)

* Experiment

* Update dependency and add non streaming

* Add more samples

* Rename samples

* Add invocations

* Comments 1

* Comments 2

* Comments 3

* Improve README

* Add local shell sample

* WIP: Add eval and memory samples

* Update user agent prefix

* Update user agent prefix doc

* Update dependency (#5215)

* Add tests and more content types (#5235)

* Add tests

* fix tests and sample

* Fix formatting

* Remove function approval contents

* Python: Refine samples and upgrade packages (#5261)

* Refine samples and upgrade pacakges

* Upgrade to a new package that fixes a bug

* Update model env var

* Move samples (#5281)

* Python: Upgrade agentserver packages (#5284)

* Upgrade agentserver packages

* Fix new types

* Python: Add special handling for workflows (#5298)

* Add special handling for workflows

* Address comments

* Improve samples (#5372)

* Python: Add more types (#5378)

* Add more type supports

* Upgrade packages

* Remove TODOs in README

* Fix README

* Comments and mypy

* User agent scoped

* Fix README

* Fix pre commit

* Fix pre commit 2

* Fix pre commit 3

* Fix pre commit 4

* Fix pre commit 5

* Fix pre commit 6

* Add azure-monitor-opentelemetry to dev deps

Fixes Samples & Markdown CI failure. The PR's new transitive dep on
azure-monitor-opentelemetry-exporter (via azure-ai-agentserver-core) makes
pyright resolve the azure.monitor.opentelemetry namespace, flipping the
check_md_code_blocks diagnostic for `configure_azure_monitor` from
reportMissingImports (filtered) to reportAttributeAccessIssue (not filtered).
Installing the umbrella azure-monitor-opentelemetry package in dev makes
pyright resolve the symbol correctly, matching the install guidance the
observability README already gives users.

---------

Co-authored-by: Evan Mattson <evan.mattson@microsoft.com>

2026-04-21 05:21:27 +00:00

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Hosting agents with Foundry Hosting and the `responses` API

This folder contains a list of samples that show how to host agents using the responses API and deploy them to Foundry Hosting.

Sample	Description
01_basic	A basic example of hosting an agent with the `responses` API and carrying on a multi-turn conversation.
02_local_tools	An example of hosting an agent with the `responses` API and local tools including a function tool and a local shell tool.
03_remote_mcp	An example of hosting an agent with the `responses` API and remote MCPs, including a GitHub MCP server and a Foundry Toolbox.
04_workflows	An example of hosting a workflow with the `responses` API.
using_deployed_agent.py	An example of how to use the deployed agent in Agent Framework.

913 B Raw Permalink Blame History

Hosting agents with Foundry Hosting and the responses API

913 B

Raw Permalink Blame History

Hosting agents with Foundry Hosting and the `responses` API