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Python: Use message cache in agent orchestrations#12618

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Merged

TaoChenOSU merged 1 commit intomainfromtaochen/python-use-message-cache-in-agent-orchestration

Jul 1, 2025

Merged

Python: Use message cache in agent orchestrations#12618

TaoChenOSU merged 1 commit intomainfromtaochen/python-use-message-cache-in-agent-orchestration

Jul 1, 2025

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TaoChenOSU

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TaoChenOSU commentedJun 27, 2025•
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Motivation and Context

Some agent threads don't support adding messages. An example of this is the copilot studio agent.

In an agent orchestration, an agent may receive multiple messages before it is asked to generate a response. The currently approach in the orchestrations would add new messages to an agent thread whenever an agent receives a message, making the copilot studio agent not compatible with some orchestrations.

Description

Instead of adding messages to the agent thread, this PR introduces a message cache to store messages temporarily before the agent is invoked.

Contribution Checklist

The code builds clean without any errors or warnings
The PR follows theSK Contribution Guidelines and thepre-submission formatting script raises no violations
All unit tests pass, and I have added new tests where possible
I didn't break anyone 😄

@TaoChenOSU

Use message cache in agent orchestrations

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TaoChenOSU self-assigned this

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TaoChenOSU added this toSemantic Kernel

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Pull requests for the Python Semantic Kernel

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github-actionsbot changed the title~~Use message cache in agent orchestrations~~Python: Use message cache in agent orchestrations

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markwallace-microsoft commentedJun 27, 2025

Python Test Coverage Report •

File	Stmts	Miss	Cover	Missing
agents/orchestration
agent_actor_base.py	67	6	91%	33,79,96,132,158,175
group_chat.py	179	9	94%	111–113,115,286–288,290,355
handoffs.py	186	13	93%	254–256,258,270,285,296–297,302,314–317
magentic.py	287	97	66%	122–124,256,379,447,450,457,461,463,490–495,497,502,504,510,512,517–518,520–521,527,529–530,533–534,540,548–549,558,561–562,564–567,570–571,575–578,580–581,583,585–591,594–595,602,611–613,615,617,625–626,628,633,637–638,640,642–643,647–648,650,653,658–660,663,665,679–680,684–685,687,689,691,693,702–706,773–774
TOTAL	26423	4509	82%

Python Unit Test Overview

Tests	Skipped	Failures	Errors	Time
3639	22 💤	0 ❌	0 🔥	1m 49s ⏱️

@TaoChenOSU

TaoChenOSU marked this pull request as ready for review

June 27, 2025 20:58

@TaoChenOSU

TaoChenOSU requested a review froma team as acode owner

June 27, 2025 20:58

moonbox3

moonbox3 approved these changes

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alliscode

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@TaoChenOSU

TaoChenOSU added this pull request to themerge queue

Merged via the queue intomain with commitba000c3

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@TaoChenOSU

TaoChenOSU deleted the taochen/python-use-message-cache-in-agent-orchestration branch

July 1, 2025 19:08

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github-project-automationbot moved this toSprint: Done inSemantic Kernel

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