ygo74 Agent Runtime: Microsoft Agent Framework integration

Native execution binding and typed final-result/incremental-output adapters for Microsoft Agent Framework Python. Requires Python 3.12+, ygo74-agent-runtime-agents 1.x and agent-framework-core 1.18.x (unified Content API).

from agent_framework import AgentResponse, Content, Message
from ygo74.agent_runtime.integrations.agentframework import AgentFrameworkOutputAdapter

response = AgentResponse(messages=Message("assistant", [Content.from_text("Hello")]))
converted = AgentFrameworkOutputAdapter().convert(response)
output = converted.output

Inspect converted.decisions for deliberately excluded or unsupported native content. Reasoning is excluded by default and protected reasoning is never automatically exposed. Tool calls describe internal execution by default.

Public namespace: ygo74.agent_runtime.integrations.agentframework. Base adapters and sessions do not import FastAPI or choose output protocols. The optional worker module uses the [http] extra for managed local hosting. See doc/python/native-agents.md for the factory + declarative-definition path and the optional domain approval bridge.

See the repository's doc/python/agentframework.md guide and the runnable, offline samples/examples/python-agentframework-fastapi example (operator-supplied local authentication key, no model credentials).