Registry / ai-ml / azure-ai-agentserver-responses

azure-ai-agentserver-responses

library1.0.0b7pypypiunverified

Python SDK for building servers that implement the Azure AI Responses protocol. Current version 1.0.0b7 (beta). Released monthly with breaking changes until stable.

ai-ml devops

pip install azure-ai-agentserver-responses

INSTALL

IMPORT

SIG · AZURE-AI-AGENTSERV

azure-ai-agentserver-responses

ai-mlpythonv1.0.0b7

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

ResponsesServer

✓ from azure.ai.responses.server import ResponsesServer

✗ from azure.ai.responses import ResponsesServer

Minimal server that adds a single agent and starts listening.

import os from azure.ai.responses import ResponsesServer, ResponseAgent server = ResponsesServer(endpoint=os.environ.get("AZURE_RESPONSES_ENDPOINT", "")) agent = ResponseAgent(name="my-agent") server.add_agent(agent) server.run()

Debug

Known issues

breakingAsync model import paths changed in 1.0.0b5.

fix

Use `from azure.ai.responses.aio import ResponsesServer` instead of `from azure.ai.responses.responses import aio`.

affects: >=1.0.0b5

breakingResponseAgent constructor signature changed: `name` is now required (was optional).

fix

Always pass `name="..."` when creating a ResponseAgent.

affects: >=1.0.0b6

deprecated`ResponsesServer.start()` deprecated in favour of `run()`. Remove `start()` calls.

fix

Replace `server.start()` with `server.run()`.

affects: >=1.0.0b7

gotchaEndpoint environment variable `AZURE_RESPONSES_ENDPOINT` is required at startup; not optional despite default.

fix

Set the env var or pass `endpoint` explicitly. Server will crash with vague error if missing.

affects: all

gotchaInstalling from source with `pip install .` may fail if `azure-core` version is too new; pin `azure-core<1.31.0`.

fix

Add `azure-core<1.31.0` to requirements.txt or install with `pip install 'azure-core<1.31.0'`.

affects: 1.0.0b7

Upgrade

Version history

1.0.0b7latest on PyPI · released May 25, 2026

Audit

Dependencies

azure-corerequiredHTTP pipeline and authentication

msrestrequiredSerialization dependency

Agent activity

21 hits · last 30 days

node

Amazon

OpenAI (training)

Resources

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