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feat: Agent Config and API Interoperability #2289

priyansh4320 wants to merge 33 commits into from

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@priyansh4320 priyansh4320 commented Dec 24, 2025 •
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Why are these changes needed?

  • This PR introduces agent level Configuration for responses Format, aiming to solve the problem of LLMConfig overriding by GroupchatManager Config on LLMConfig.
  • Additionally introduces, interoperability between chat_completion and responses API.

Related issue number

#1946
#1976
#1974

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@priyansh4320 priyansh4320 self-assigned this Dec 24, 2025
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joggrbot bot commented Dec 24, 2025 •
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📝 Documentation Analysis

All docs are up to date! 🎉

✅ Latest commit analyzed: 24d0c9d | Powered by Joggr

@priyansh4320 priyansh4320 linked an issue Dec 24, 2025 that may be closed by this pull request
[Feature Request]: Model Level interoperability #1976
Open
priyansh4320 and others added 24 commits December 25, 2025 23:54
@priyansh4320
fix: core tests
ccfa815
@priyansh4320
Merge branch 'main' into agent-level-responseformat-on-bedrock-client
86a45b2
@priyansh4320
feat: update ollama client with agent response format
2bdfe12
@priyansh4320
feat: update resposnes with agent config
1ccf034
@priyansh4320
feat: update gemini with agent config
2d777ee
@priyansh4320
feat: update cohere client with agent config
e2f712b
@priyansh4320
fix: coditional logic
ce1683c
@priyansh4320
feat: update agent config on anthropic
b207974
@priyansh4320
fix: param.get(,)
5a7e177
@priyansh4320
fix: anthropic agent_config
751fb04
@priyansh4320
test: bedrock agent config
96ac71f
@priyansh4320
test: ollama agent config
fa2f448
@priyansh4320
test: gemini agent config
f352075
@priyansh4320
test: anthropic agent config
4b99101
@priyansh4320
fix: scaling and memory writes
48bfc82
@priyansh4320
fix: anthropic test
b130ce8
@priyansh4320
fix: gemini tests
b8a62c3
@priyansh4320
fix: ollama tests
ca2db1f
@priyansh4320
test: agent config in OAI client
8335c2e
@priyansh4320
fix: pre-commit
7ae4baa
@priyansh4320
fix: update param
fefbe4c
@priyansh4320
Merge branch 'main' into agent-level-responseformat-on-bedrock-client
e96f03c
@priyansh4320
feat: add basic interop
aa42c01
@priyansh4320
fix: agent event test
1f51d35
@priyansh4320 priyansh4320 marked this pull request as ready for review December 28, 2025 20:55
@joggrbot joggrbot bot mentioned this pull request Dec 28, 2025
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@joggrbot joggrbot bot mentioned this pull request Dec 28, 2025
Closed
@Lancetnik Lancetnik self-requested a review December 28, 2025 21:41
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codecov bot commented Jan 5, 2026

Codecov Report

❌ Patch coverage is 52.10084% with 57 lines in your changes missing coverage. Please review.

Files with missing lines Patch % Lines
autogen/oai/ollama.py 18.75% 13 Missing ⚠️
autogen/oai/gemini.py 11.11% 8 Missing ⚠️
autogen/oai/anthropic.py 14.28% 6 Missing ⚠️
autogen/oai/bedrock.py 33.33% 6 Missing ⚠️
autogen/oai/cohere.py 14.28% 5 Missing and 1 partial ⚠️
autogen/agentchat/conversable_agent.py 70.00% 3 Missing ⚠️
autogen/oai/cerebras.py 50.00% 3 Missing ⚠️
autogen/oai/client.py 83.33% 1 Missing and 2 partials ⚠️
autogen/oai/groq.py 50.00% 3 Missing ⚠️
autogen/oai/mistral.py 50.00% 3 Missing ⚠️
... and 1 more
Files with missing lines Coverage Δ
autogen/__init__.py 100.00% <100.00%> (ø)
autogen/llm_config/__init__.py 100.00% <100.00%> (ø)
autogen/llm_config/config.py 92.93% <100.00%> (+0.27%) ⬆️
autogen/oai/agent_config_handler.py 100.00% <100.00%> (ø)
autogen/oai/openai_responses.py 76.12% <100.00%> (+1.47%) ⬆️
autogen/agentchat/conversable_agent.py 63.08% <70.00%> (-2.97%) ⬇️
autogen/oai/cerebras.py 34.84% <50.00%> (+0.72%) ⬆️
autogen/oai/client.py 54.62% <83.33%> (-3.14%) ⬇️
autogen/oai/groq.py 49.28% <50.00%> (+0.03%) ⬆️
autogen/oai/mistral.py 43.08% <50.00%> (+0.35%) ⬆️
... and 6 more

... and 20 files with indirect coverage changes

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@priyansh4320 priyansh4320 linked an issue Jan 6, 2026 that may be closed by this pull request
[Feature Request]: Structured Agent Replies #2317
Open
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@Lancetnik Lancetnik Awaiting requested review from Lancetnik

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[Feature Request]: Structured Agent Replies [Feature Request]: Model Level interoperability

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