agents-v2-py

Build container-based Foundry Agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating hosted agents that run custom code in Azure AI Foundry with your own container images. Triggers: "ImageBasedHostedAgentDefinition", "hosted agent", "container agent", "Foundry Agent", "create_version", "ProtocolVersionRecord", "AgentProtocol.RESPONSES", "custom agent image".

1.31x

Quality

77%

Does it follow best practices?

Impact

100%

1.31x

Average score across 3 eval scenarios

Securityby

Advisory

Suggest reviewing before use

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Evaluation results

100%

23%

Deploy a Custom Sentiment Analysis Agent to Azure AI Foundry

Core hosted agent creation with SDK

Criteria

Without context

With context

SDK version constraint

50%

100%

azure-identity in requirements

100%

DefaultAzureCredential import

100%

Correct model imports

50%

100%

create_version method used

100%

ImageBasedHostedAgentDefinition used

100%

ProtocolVersionRecord with RESPONSES

100%

Endpoint from environment

100%

No hardcoded secrets

100%

environment_variables dict

100%

Code interpreter tool format

100%

DefaultAzureCredential usage

100%

Production Agent with External Tool Integration

MCP tools, resource limits, production best practices

Criteria

Without context

With context

MCP tool type field

100%

MCP server_label field

100%

MCP server_url field

100%

file_search tool included

100%

CPU within valid range

100%

Memory within valid range

100%

No latest tag in production

100%

try/except around creation

100%

list_versions called

100%

delete_version called

100%

Endpoint from environment

100%

create_version method

100%

48%

Async Agent Provisioning Service

Async agent creation pattern

Criteria

Without context

With context

Async credential import

100%

Async client import

100%

Models imports correct

100%

Async credential context manager

100%

Async client context manager

100%

Await create_version

100%

ProtocolVersionRecord RESPONSES v1

100%

asyncio.run entrypoint

100%

Endpoint from environment

100%

SDK version constraint

100%

Repository: haniakrim21/everything-claude-code
Commit: ae2cadd

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Deploy a Custom Sentiment Analysis Agent to Azure AI Foundry Production Agent with External Tool Integration Async Agent Provisioning Service

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