[Feature] Enable list[dict] type for message['content'] for two-agent chat and group chat APIs #2134

randombet · 2025-10-03T06:45:49Z

Why are these changes needed?

OAI Response API and new Gemini client support list[dict] in their output content field. See below for details.

OAI Response API output is a list of ResponseOutputItem. E.g. output of an image generation could be a list of two items, one text output and one encoded image string.
To support use cases like this, I would like to make AG2 message to messages.

Similarly, the content of OAI response API input (https://github.com/openai/openai-python/blob/main/src/openai/types/responses/response_input_item.py#L42 and https://github.com/openai/openai-python/blob/main/src/openai/types/responses/easy_input_message.py#L13) is a ResponseInputMessageContentList

Gemini Chat also support sending a list of messages https://github.com/googleapis/python-genai/blob/main/google/genai/chats.py#L227

Related issue number

Checks

I've included any doc changes needed for https://docs.ag2.ai/. See https://docs.ag2.ai/latest/docs/contributor-guide/documentation/ to build and test documentation locally.
I've added tests (if relevant) corresponding to the changes introduced in this PR.
I've made sure all auto checks have passed.

joggrbot · 2025-10-03T06:46:03Z

📝 Documentation Analysis

All docs are up to date! 🎉

✅ Latest commit analyzed: e68133a | Powered by Joggr

randombet · 2025-10-04T03:16:02Z

@claude

marklysze · 2025-10-05T04:05:05Z

@Lancetnik would you be able to look over this for compatibility with remote agent.

Lancetnik · 2025-10-05T11:47:50Z

@marklysze it should works fine as I can see, but I am not sure, that is a best option
Looks, like the problem strongly related to #2081

priyansh4320 · 2025-10-10T07:49:53Z

the following test are failing due image_url not being handled in openai_responses.py:

FAILED test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_two_agent_multimodal_conversation - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_sequential_chat_multimodal_carryover - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_content_str_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_backwards_compatibility_integration - openai.BadRequestError: Error code: 400 - {'error': {'message': "Invalid value: 'input_text'. Supported values are: 'output_text' and 'refusal'.", 'type': 'invalid_request_error', 'param': 'input[1].content[0]', 'code': 'invalid_value'}}
FAILED test/agentchat/test_multimodal_integration.py::test_error_handling_multimodal_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_initiate_group_chat_multimodal - UnboundLocalError: cannot access local variable 'tool_message' where it is not associated with a value

I will be adding fixes here shortly along with backward compatibility.

…group chat APIs

fix: broken test

randombet · 2025-10-10T23:44:19Z

the following test are failing due image_url not being handled in openai_responses.py:

FAILED test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_two_agent_multimodal_conversation - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_sequential_chat_multimodal_carryover - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_content_str_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_backwards_compatibility_integration - openai.BadRequestError: Error code: 400 - {'error': {'message': "Invalid value: 'input_text'. Supported values are: 'output_text' and 'refusal'.", 'type': 'invalid_request_error', 'param': 'input[1].content[0]', 'code': 'invalid_value'}}
FAILED test/agentchat/test_multimodal_integration.py::test_error_handling_multimodal_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_initiate_group_chat_multimodal - UnboundLocalError: cannot access local variable 'tool_message' where it is not associated with a value

I will be adding fixes here shortly along with backward compatibility.

@priyansh4320 How did you test? I can't reproduce with

pytest test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling

priyansh4320 · 2025-10-10T23:45:11Z

the following test are failing due image_url not being handled in openai_responses.py:

FAILED test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_two_agent_multimodal_conversation - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_sequential_chat_multimodal_carryover - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_content_str_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_backwards_compatibility_integration - openai.BadRequestError: Error code: 400 - {'error': {'message': "Invalid value: 'input_text'. Supported values are: 'output_text' and 'refusal'.", 'type': 'invalid_request_error', 'param': 'input[1].content[0]', 'code': 'invalid_value'}}
FAILED test/agentchat/test_multimodal_integration.py::test_error_handling_multimodal_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_initiate_group_chat_multimodal - UnboundLocalError: cannot access local variable 'tool_message' where it is not associated with a value

I will be adding fixes here shortly along with backward compatibility.

@priyansh4320 How did you test? I can't reproduce with

pytest test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling

./scripts/test-core-skip-llm.sh
with export OPENAI_API_KEY

priyansh4320 · 2025-10-10T23:49:44Z

to reproduce with latest pull you might have to reset to this commit to "Update e2e test"

randombet · 2025-10-11T01:52:58Z

@priyansh4320 How did you test? I can't reproduce with
pytest test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling
./scripts/test-core-skip-llm.sh with export OPENAI_API_KEY

@priyansh4320 I ran all test from "Update e2e test"

test-core-skip-llm.sh is not even the right way to test this. The integration test is supposed to be triggered with LLM
If I do
'''
./scripts/test-core-skip-llm.sh test/agentchat/test_multimodal_integration.py
'''
It shows

================================================================================== tests coverage ==================================================================================
_________________________________________________________________ coverage: platform darwin, python 3.11.5-final-0 _________________________________________________________________

Coverage XML written to file coverage.xml
======================================================================== 12 deselected, 6 warnings in 1.98s ========================================================================

If I ran

 ./scripts/test-core-llm.sh test/agentchat/test_multimodal_integration.py

I got

================================================================================== tests coverage ==================================================================================
_________________________________________________________________ coverage: platform darwin, python 3.11.5-final-0 _________________________________________________________________

Coverage XML written to file coverage.xml
=============================================================================== slowest 10 durations ===============================================================================
22.16s call     test/agentchat/test_multimodal_integration.py::test_group_chat_multimodal_content
13.37s call     test/agentchat/test_multimodal_integration.py::test_initiate_group_chat_multimodal
7.82s call     test/agentchat/test_multimodal_integration.py::test_multimodal_content_str_integration
7.22s call     test/agentchat/test_multimodal_integration.py::test_pattern_based_multimodal_orchestration
5.92s call     test/agentchat/test_multimodal_integration.py::test_two_agent_multimodal_conversation
4.47s call     test/agentchat/test_multimodal_integration.py::test_error_handling_multimodal_integration
4.16s call     test/agentchat/test_multimodal_integration.py::test_run_group_chat_multimodal
4.09s call     test/agentchat/test_multimodal_integration.py::test_multimodal_backwards_compatibility_integration
3.72s call     test/agentchat/test_multimodal_integration.py::test_sequential_chat_multimodal_carryover
1.98s call     test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling
=================================================================== 12 passed, 124 warnings in 82.11s (0:01:22) ====================================================================

priyansh4320 · 2025-10-11T04:31:42Z

@randombet
apologies wasn't clear before,
./script/test-core-skip-llm.sh is for testing backward compatibility, i thought you were asking for those.

the failure should be reproducable with pytest test/agentchat/test_multimodal_integration.py
here is the logs from my system

(.pytestenv) priyanshu@Priyanshu ag2 % pytest test/agentchat/test_multimodal_integration.py
========================================================================================= test session starts =========================================================================================
platform darwin -- Python 3.13.5, pytest-8.4.2, pluggy-1.6.0
rootdir: /Users/priyanshu/Documents/GitHub/ag2
configfile: pyproject.toml
plugins: langsmith-0.4.30, asyncio-1.1.0, cov-6.3.0, Faker-37.8.0, anyio-4.10.0
asyncio: mode=Mode.STRICT, asyncio_default_fixture_loop_scope=None, asyncio_default_test_loop_scope=function
collected 12 items                                                                                                                                                                                    

test/agentchat/test_multimodal_integration.py FF.FF.F...../Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/message_router.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/message_router.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/serialization.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/serialization.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/thread_messenger.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/communication/thread_messenger.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/context/context_manager.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/context/context_manager.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/context/llm_pool.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/context/llm_pool.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/core/process_manager.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/core/process_manager.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/utils/core_affinity.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/parallel_agents/utils/core_affinity.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/test.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agentchat/test.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/agents/doc_agent.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/agents/doc_agent.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/agents/ingestion_service.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/agents/ingestion_service.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/core/base_interfaces.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/core/base_interfaces.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/core/config.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/core/config.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/ingestion/document_processor.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/ingestion/document_processor.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/optimized_document_agent.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/optimized_document_agent.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/sources/local_sources.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/sources/local_sources.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/sources/source_factory.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/sources/source_factory.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager_agent.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager_agent.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager_utils.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/task_manager_utils.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/test.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/agents/experimental/document_agent/test.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/extensions/tmp_code_fb3f298628b2244d5f8ad953c6a4bf82.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/extensions/tmp_code_fb3f298628b2244d5f8ad953c6a4bf82.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/fast_depends/core/test.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/fast_depends/core/test.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
/Users/priyanshu/Documents/GitHub/ag2/.pytestenv/lib/python3.13/site-packages/coverage/report_core.py:113: CoverageWarning: Couldn't parse '/Users/priyanshu/Documents/GitHub/ag2/autogen/llm_config.py': No source for code: '/Users/priyanshu/Documents/GitHub/ag2/autogen/llm_config.py'. (couldnt-parse); see https://coverage.readthedocs.io/en/7.10.7/messages.html#warning-couldnt-parse
  coverage._warn(msg, slug="couldnt-parse")
                                                                                                                                      [100%]

============================================================================================== FAILURES ============================================================================================

Coverage XML written to file coverage.xml
======================================================================================= short test summary info =======================================================================================
FAILED test/agentchat/test_multimodal_integration.py::test_conversable_agent_multimodal_message_handling - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_two_agent_multimodal_conversation - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_sequential_chat_multimodal_carryover - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_multimodal_content_str_integration - ValueError: Invalid content type: image_url
FAILED test/agentchat/test_multimodal_integration.py::test_error_handling_multimodal_integration - ValueError: Invalid content type: image_url
============================================================================== 5 failed, 7 passed, 46 warnings in 48.64s ==============================================================================
(.pytestenv) priyanshu@Priyanshus ag2 %

randombet · 2025-10-12T06:43:30Z

Not sure what do you mean.
"Update e2e test" has no error in
https://github.com/ag2ai/ag2/actions/runs/18439791453

And what are you trying to fix with additional commits? @priyansh4320

randombet · 2025-10-14T23:29:37Z

Create #2145 instead

codecov · 2025-10-14T23:31:06Z

Codecov Report

❌ Patch coverage is 50.70423% with 35 lines in your changes missing coverage. Please review.

Files with missing lines	Patch %	Lines
autogen/agentchat/groupchat.py	34.61%	13 Missing and 4 partials ⚠️
autogen/agentchat/group/safeguards/enforcer.py	20.00%	12 Missing ⚠️
autogen/oai/openai_responses.py	62.50%	1 Missing and 2 partials ⚠️
autogen/agentchat/chat.py	60.00%	1 Missing and 1 partial ⚠️
autogen/tools/tool.py	50.00%	0 Missing and 1 partial ⚠️

Files with missing lines	Coverage Δ
autogen/agentchat/conversable_agent.py	`62.50% <100.00%> (-1.60%)`	⬇️
autogen/agentchat/group/group_tool_executor.py	`89.79% <100.00%> (+1.25%)`	⬆️
autogen/llm_config/client.py	`100.00% <100.00%> (ø)`
autogen/oai/client.py	`55.29% <100.00%> (-3.93%)`	⬇️
autogen/tools/tool.py	`91.80% <50.00%> (-1.42%)`	⬇️
autogen/agentchat/chat.py	`73.33% <60.00%> (-0.58%)`	⬇️
autogen/oai/openai_responses.py	`69.58% <62.50%> (-0.37%)`	⬇️
autogen/agentchat/group/safeguards/enforcer.py	`24.63% <20.00%> (+0.19%)`	⬆️
autogen/agentchat/groupchat.py	`65.37% <34.61%> (-5.24%)`	⬇️

... and 39 files with indirect coverage changes

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randombet requested review from marklysze and priyansh4320 October 3, 2025 06:45

randombet marked this pull request as draft October 3, 2025 18:07

randombet marked this pull request as ready for review October 3, 2025 21:39

randombet and others added 10 commits October 11, 2025 01:05

Enable list[dict] type for message['content'] for two-agent chat and …

b58c713

…group chat APIs

Update test marker

59f6368

Add back test_custom_client.py

415fdf7

skip test_multimodal_integration.py from no llm test

2da33d6

Update skip llm test

be8a13b

update

5d21a7d

Update e2e test

5076749

fix: Handle Image URL in OAI Resposnes

88fa4ba

fix: group tool executers for OAI internal tool calls

ef2af3a

fix: handle text_type for assistant

d7429aa

fix: broken test

priyansh4320 force-pushed the gemini_client_update branch from 426bf63 to d7429aa Compare October 10, 2025 19:35

fix: type errors in toolcalls

e68133a

randombet mentioned this pull request Oct 14, 2025

feat: Enable list[dict] type for message['content'] for two-agent chat and group chat APIs #2145

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randombet closed this Oct 14, 2025

[Feature] Enable list[dict] type for message['content'] for two-agent chat and group chat APIs #2134

[Feature] Enable list[dict] type for message['content'] for two-agent chat and group chat APIs #2134

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randombet commented Oct 3, 2025

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