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Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai).
Passed 21 of 22 test cases with the skill, and 11 of 22 without it.
and 11 more in the full report
10 fixed11 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 10 test cases the skill fixed. Same model, same prompt, with and without the skill.
What pip command installs the recommended full preview package for Microsoft Agent Framework in Python?
| Checked | Without skill | With skill |
|---|---|---|
| Runs pip install agent-framework --pre | Missed | Passed |
The instructions your model reads when the skill loads.
Build persistent agents on Azure AI Foundry using the Microsoft Agent Framework Python SDK.
User Query → AzureAIAgentsProvider → Azure AI Agent Service (Persistent)
↓
Agent.run() / Agent.run_stream()
↓
Tools: Functions | Hosted (Code/Search/Web) | MCP
↓
AgentThread (conversation persistence)
# Full framework (recommended)
pip install agent-framework --pre
# Or Azure-specific package only
pip install agent-framework-azure-ai --pre
export AZURE_AI_PROJECT_ENDPOINT="https://<project>.services.ai.azure.com/api/projects/<project-id>"
export AZURE_AI_MODEL_DEPLOYMENT_NAME="gpt-4o-mini"
export BING_CONNECTION_ID="your-bing-connection-id" # For web search
from azure.identity.aio import AzureCliCredential, DefaultAzureCredential
# Development
test cases passed, vs 11 / 22 without
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