Lorenze Jay 3fec4669af Lorenze/fix/anthropic available functions call (#4360) ...

* feat: enhance AnthropicCompletion to support available functions in tool execution

- Updated the `_prepare_completion_params` method to accept `available_functions` for better tool handling.
- Modified tool execution logic to directly return results from tools when `available_functions` is provided, aligning behavior with OpenAI's model.
- Added new test cases to validate the execution of tools with available functions, ensuring correct argument passing and result formatting.

This change improves the flexibility and usability of the Anthropic LLM integration, allowing for more complex interactions with tools.

* refactor: remove redundant event emission in AnthropicCompletion

* fix test

* dry up

2026-02-03 16:30:43 -08:00

..

a2a

feat: add a2a update mechanisms (poll/stream/push) with handlers, config, and tests

2026-01-07 11:36:36 -05:00

agents

feat: add a2a liteagent, auth, transport negotiation, and file support

2026-01-30 17:10:00 -05:00

events

feat: add event ordering and parent-child hierarchy

2026-01-21 11:12:10 -05:00

experimental/evaluation

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

hooks

feat: implement before and after tool call hooks in CrewAgentExecutor… (#4287)

2026-01-27 14:56:50 -08:00

knowledge

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

llms

Lorenze/fix/anthropic available functions call (#4360)

2026-02-03 16:30:43 -08:00

memory

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

pipeline

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

rag/embeddings

Lorenze/supporting vertex embeddings (#4282)

2026-01-26 14:55:03 -08:00

telemetry

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

tools

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

tracing

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

utilities

Add call_id to LLM events for correlating requests (#4281)

2026-02-03 10:10:33 -03:00

test_after_crew_modification.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_after_kickoff_modification.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_agent_usage_metrics_are_captured_for_hierarchical_process.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_agents_do_not_get_delegation_tools_with_there_is_only_one_agent.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_anthropic_function_calling.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_anthropic_thinking_blocks_preserved_across_turns.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_anthropic_thinking.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_api_calls_throttling.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_before_crew_modification.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_before_crew_with_none_input.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_before_kickoff_callback.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_before_kickoff_modification.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_before_kickoff_with_none_input.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_before_kickoff_without_inputs.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_cache_hitting_between_agents.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_conditional_task_last_task_when_conditional_is_false.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_conditional_task_last_task_when_conditional_is_true.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_creation.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_does_not_interpolate_without_inputs.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_function_calling_llm.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_crew_kickoff_streaming_usage_metrics.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_crew_kickoff_usage_metrics.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_crew_log_file_output.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_output_file_end_to_end.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_testing_function.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_crew_train_success.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_crew_verbose_output.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_with_delegating_agents_should_not_override_agent_tools.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_with_delegating_agents_should_not_override_task_tools.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_with_delegating_agents.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_crew_with_failing_task_guardrails.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_crew_with_knowledge_sources_works_with_copy.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_custom_converter_cls.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_custom_llm_implementation.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_custom_llm_within_crew.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_deepseek_r1_with_open_router.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_delegation_is_not_enabled_if_there_are_only_one_agent.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_disabled_memory_using_contextual_memory.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_ensure_exchanged_messages_are_propagated_to_external_memory.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gemini_models[gemini-gemini-2.0-flash-001].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gemini_models[gemini-gemini-2.0-flash-lite-001].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gemini_models[gemini-gemini-2.0-flash-thinking-exp-01-21].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gemini_models[gemini-gemini-3-pro-preview].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gemma3[gemini-gemma-3-27b-it].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gpt_4_1[gpt-4.1-mini-2025-04-14].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gpt_4_1[gpt-4.1-nano-2025-04-14].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_gpt_4_1[gpt-4.1].yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_guardrail_emits_events.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_guardrail_when_an_error_occurs.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_handle_context_length_exceeds_limit.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_handle_streaming_tool_calls_no_available_functions.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_handle_streaming_tool_calls_no_tools.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_handle_streaming_tool_calls_with_error.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_handle_streaming_tool_calls.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_hierarchical_crew_creation_tasks_with_agents.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_hierarchical_crew_creation_tasks_with_async_execution.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_hierarchical_crew_creation_tasks_with_sync_last.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_hierarchical_process.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_hierarchical_verbose_false_manager_agent.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_hierarchical_verbose_manager_agent.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_increment_delegations_for_hierarchical_process.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_increment_delegations_for_sequential_process.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_increment_tool_errors.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_inject_date_custom_format.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_inject_date.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_json_property_without_output_json.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_kickoff_for_each_error_handling.yaml

Release/v1.0.0 (#3618)

2025-10-20 14:10:19 -07:00

test_kickoff_for_each_multiple_inputs.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_kickoff_for_each_single_input.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_litellm_auth_error_handling.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_llm_call_when_stop_is_unsupported_when_additional_drop_params_is_provided.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_llm_call_when_stop_is_unsupported.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_llm_call_with_error.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_llm_call_with_message_list.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_call_with_string_input_and_callbacks.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_call_with_string_input.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_call_with_tool_and_message_list.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_call_with_tool_and_string_input.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_callback_replacement.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_llm_passes_additional_params.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_long_term_memory_with_memory_flag.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_manager_agent_delegating_to_all_agents.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_manager_agent_delegating_to_assigned_task_agent.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_manager_agent_with_tools_raises_exception.yaml

tests: cassettes, threading for flow tests

2025-10-21 13:48:21 -04:00

test_manager_agent.yaml

tests: cassettes, threading for flow tests

2025-10-21 13:48:21 -04:00

test_memory_events_are_emitted.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_multimodal_agent_describing_image_successfully.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_multimodal_agent_live_image_analysis.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_multiple_before_after_crew.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_multiple_before_after_kickoff.yaml

Lorenze/enh decouple executor from crew (#4209)

2026-01-20 21:44:45 -08:00

test_no_inject_date.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_o3_mini_reasoning_effort_high.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_o3_mini_reasoning_effort_low.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_o3_mini_reasoning_effort_medium.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_output_json_dict_hierarchical.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_output_json_dict_sequential.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_output_json_hierarchical.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_output_json_sequential.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_output_json_to_another_task.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_output_pydantic_hierarchical.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_output_pydantic_sequential.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_output_pydantic_to_another_task.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_replay_interpolates_inputs_properly.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_replay_setup_context.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_replay_with_context_set_to_nullable.yaml

tests: cassettes, threading for flow tests

2025-10-21 13:48:21 -04:00

test_replay_with_context.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_save_task_json_output.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_save_task_output.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_save_task_pydantic_output.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_sequential_async_task_execution_completion.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_sets_flow_context_when_inside_flow.yaml

fix: use contextvars for flow execution context

2026-02-02 11:24:02 -05:00

test_single_task_with_async_execution.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_task_execution_times.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_task_guardrail_process_output.yaml

Lorenze/enh decouple executor from crew (#4209)

2026-01-20 21:44:45 -08:00

test_task_interpolation_with_hyphens.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_task_output_includes_messages.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

test_task_tools_override_agent_tools.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_task_tools_preserve_code_execution_tools.yaml

tests: cassettes, threading for flow tests

2025-10-21 13:48:21 -04:00

test_task_with_max_execution_time_exceeded.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_task_with_max_execution_time.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_task_with_no_arguments.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_tools_with_custom_caching.yaml

Lorenze/imp/native tool calling (#4258)

2026-01-22 17:44:03 -08:00

test_usage_info_non_streaming_with_acall_and_stop.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_usage_info_non_streaming_with_acall.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_usage_info_non_streaming_with_call.yaml

Adding usage info in llm.py (#4172)

2026-01-07 10:42:27 -08:00

test_usage_info_streaming_with_acall.yaml

Adding usage info in llm.py (#4172)

2026-01-07 10:42:27 -08:00

test_usage_info_streaming_with_call.yaml

Adding usage info in llm.py (#4172)

2026-01-07 10:42:27 -08:00

test_using_contextual_memory_with_long_term_memory.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_using_contextual_memory_with_short_term_memory.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_using_contextual_memory.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

test_warning_long_term_memory_without_entity_memory.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalAnthropic.test_image_file[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalAnthropic.test_mixed_files[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalAnthropic.test_pdf_file[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalAsync.test_async_agent_with_image.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_audio_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_image_openai.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_pdf_anthropic.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_pdf_openai_responses.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_text_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalFileTypes.test_video_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalGemini.test_audio_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalGemini.test_image_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalGemini.test_mixed_files[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalGemini.test_text_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalGemini.test_video_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_generic_file_image[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_generic_file_image[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_generic_file_image[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_bytes[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_bytes[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_bytes[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_file[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_file[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAI.test_image_file[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAIResponses.test_image_file[openai-gpt-4o-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAIResponses.test_image_file[openai-o4-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAIResponses.test_pdf_file[openai-gpt-4o-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestAgentMultimodalOpenAIResponses.test_pdf_file[openai-o4-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_image_file[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_image_file[anthropic-claude-sonnet-4-20250514].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_mixed_files[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_mixed_files[anthropic-claude-sonnet-4-20250514].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_pdf_file[anthropic-claude-3-5-haiku-20241022].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalAnthropic.test_pdf_file[anthropic-claude-sonnet-4-20250514].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalBedrock.test_image_file[bedrock-anthropic.claude-3-haiku-20240307-v1-0].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalBedrock.test_pdf_file[bedrock-anthropic.claude-3-haiku-20240307-v1-0].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_audio_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_image_openai.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_pdf_anthropic.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_pdf_openai_responses.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_text_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileTypes.test_video_gemini.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileUpload.test_image_upload_anthropic.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileUpload.test_image_upload_openai_responses.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalFileUpload.test_pdf_upload_anthropic.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_audio_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_image_file[gemini-gemini-1.5-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_image_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_mixed_files[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_text_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalGemini.test_video_file[gemini-gemini-2.0-flash].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_generic_file_image[openai-gpt-4.1-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_generic_file_image[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_generic_file_image[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_generic_file_image[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_bytes[openai-gpt-4.1-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_bytes[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_bytes[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_bytes[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_file[openai-gpt-4.1-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_file[openai-gpt-4o-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_file[openai-gpt-4o].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAI.test_image_file[openai-o4-mini].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAIResponses.test_image_file[openai-gpt-4o-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAIResponses.test_image_file[openai-o4-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAIResponses.test_pdf_file[openai-gpt-4o-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalOpenAIResponses.test_pdf_file[openai-o4-mini-responses].yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalUnsupportedTypes.test_audio_with_anthropic_uses_tool.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestCrewMultimodalUnsupportedTypes.test_video_with_openai_uses_tool.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalAnthropic.test_flow_with_image_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalAnthropic.test_flow_with_pdf_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalAsync.test_async_flow_with_image.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalGemini.test_flow_with_audio_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalGemini.test_flow_with_image_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalGemini.test_flow_with_text_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalGemini.test_flow_with_video_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalMultiStep.test_flow_with_mixed_files.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalMultiStep.test_flow_with_multiple_crews.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalOpenAI.test_flow_with_image_bytes.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestFlowMultimodalOpenAI.test_flow_with_image_file.yaml

feat: native multimodal file handling; openai responses api

2026-01-23 15:13:25 -05:00

TestLLMHooksIntegration.test_direct_llm_call_hooks_integration.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

TestLLMHooksIntegration.test_lite_agent_hooks_integration_with_real_llm.yaml

fix: ensure token usage recording, validate response model on stream

2025-12-10 20:32:10 -05:00

TestStreamingCrewIntegration.test_async_streaming_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingCrewIntegration.test_basic_crew_streaming_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingCrewIntegration.test_kickoff_for_each_streaming_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingCrewIntegration.test_streaming_properties_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingCrewIntegration.test_streaming_with_chunk_context_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingFlowIntegration.test_async_flow_streaming_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00

TestStreamingFlowIntegration.test_basic_flow_streaming_from_docs.yaml

feat: add streaming result support to flows and crews

2025-11-24 15:43:48 -05:00