{ lib, buildPythonPackage, fetchFromGitHub, # build-system hatchling, # dependencies appdirs, blinker, chromadb, click, instructor, json-repair, json5, jsonref, litellm, onnxruntime, openai, opentelemetry-api, opentelemetry-exporter-otlp-proto-http, opentelemetry-sdk, openpyxl, pdfplumber, portalocker, pydantic, pyjwt, python-dotenv, pyvis, qdrant-client, regex, tokenizers, tomli, tomli-w, uv, # tests pytestCheckHook, pytest-xdist, versionCheckHook, writableTmpDirAsHomeHook, }: buildPythonPackage rec { pname = "crewai"; version = "0.186.1"; pyproject = true; src = fetchFromGitHub { owner = "crewAIInc"; repo = "crewAI"; tag = version; hash = "sha256-rSVIbRATMq0cfMdgR/+/tNjij0Sk/ErWipy0m8hKvr4="; }; build-system = [ hatchling ]; pythonRelaxDeps = [ "chromadb" "json-repair" "litellm" "onnxruntime" "portalocker" "pyvis" ]; dependencies = [ appdirs blinker chromadb click instructor json-repair json5 jsonref litellm onnxruntime openai opentelemetry-api opentelemetry-exporter-otlp-proto-http opentelemetry-sdk openpyxl pdfplumber portalocker pydantic pyjwt python-dotenv pyvis regex tokenizers tomli tomli-w uv ]; pythonImportsCheck = [ "crewai" ]; disabledTestPaths = [ # Ignore tests that require {mem0, chromadb, telemetry, security, test_agent} "tests/memory/test_external_memory.py" # require mem0ai "tests/storage/test_mem0_storage.py" # require mem0ai "tests/cli/test_git.py" # require git "tests/memory/test_short_term_memory.py" # require require API keys "tests/test_crew.py" # require require API keys "tests/rag/chromadb/test_client.py" # issue with chromadb "tests/telemetry/test_telemetry.py" # telemetry need network access ]; disabledTests = [ # Tests parser "test_valid_action_parsing_with_special_characters" # Tests agent - require API keys (OpenAI, Anthropic, etc) "test_agent_execution_with_tools" "test_llm_call" "test_agent_repeated_tool_usage" "test_agent_execute_task_basic" "test_agent_execution" "test_ensure_first_task_allow_crewai_trigger_context_is_false_does_not_inject" "test_agent_use_specific_tasks_output_as_context" "test_task_allow_crewai_trigger_context" "test_agent_with_only_crewai_knowledge" "test_logging_tool_usage" "test_agent_execute_task_with_context" "test_agent_repeated_tool_usage_check_even_with_disabled_cache" "test_agent_step_callback" "test_handle_context_length_exceeds_limit_cli_no" "test_task_without_allow_crewai_trigger_context" "test_cache_hitting" "test_agent_knowledege_with_crewai_knowledge" "test_agent_execute_task_with_tool" "test_agent_moved_on_after_max_iterations" "test_agent_function_calling_llm" "test_task_allow_crewai_trigger_context_no_payload" "test_disabling_cache_for_agent" "test_do_not_allow_crewai_trigger_context_for_first_task_hierarchical" "test_tool_result_as_answer_is_the_final_answer_for_the_agent" "test_agent_execute_task_with_ollama" "test_agent_with_knowledge_sources" "test_agent_respect_the_max_rpm_set" "test_agent_execution_with_specific_tools" "test_llm_call_with_ollama_llama3" "test_first_task_auto_inject_trigger" "test_agent_respect_the_max_rpm_set_over_crew_rpm" "test_agent_powered_by_new_o_model_family_that_allows_skipping_tool" "test_agent_with_knowledge_with_no_crewai_knowledge" "test_tool_usage_information_is_appended_to_agent" "test_agent_without_max_rpm_respects_crew_rpm" "test_agent_powered_by_new_o_model_family_that_uses_tool" "test_agent_error_on_parsing_tool" "test_agent_custom_max_iterations" "test_agent_remembers_output_format_after_using_tools_too_many_times" "test_llm_call_with_all_attributes" "test_agent_execute_task_with_custom_llm" "test_agent_with_ollama_llama3" "test_custom_llm_with_langchain" "test_custom_llm_temperature_preservation" "test_agent_from_repository_override_attributes" "test_agent_from_repository_with_invalid_tools" "test_get_knowledge_search_query" "test_agent_from_repository" # Tests lite agent - require API keys "test_guardrail_is_called_using_callable" "test_lite_agent_created_with_correct_parameters" "test_guardrail_reached_attempt_limit" "test_agent_output_when_guardrail_returns_base_model" "test_lite_agent_with_tools" "test_lite_agent_structured_output" "test_lite_agent_returns_usage_metrics" "test_guardrail_is_called_using_string" # Tests evaluation - require API keys "test_evaluate_current_iteration" "test_eval_lite_agent" "test_eval_specific_agents_from_crew" "test_failed_evaluation" # Tests knowledge - missing optional dependencies (docling, embedchain, pandas) "test_docling_source" "test_multiple_docling_sources" "test_excel_knowledge_source" # Test telemetry "test_telemetry_fails_due_connect_timeout" # Tests crew "test_task_tools_override_agent_tools" "test_crew_output_file_end_to_end" "test_conditional_task_last_task_when_conditional_is_true" "test_crew_with_failing_task_guardrails" "test_kickoff_for_each_single_input" "test_hierarchical_verbose_manager_agent" "test_crew_function_calling_llm" "test_replay_interpolates_inputs_properly" "test_manager_agent_delegating_to_all_agents" "test_crew_does_not_interpolate_without_inputs" "test_crew_creation" "test_delegation_is_not_enabled_if_there_are_only_one_agent" "test_tools_with_custom_caching" "test_api_calls_throttling" "test_multimodal_agent_describing_image_successfully" "test_warning_long_term_memory_without_entity_memory" "test_replay_with_context" "test_crew_verbose_output" "test_before_kickoff_callback" "test_hierarchical_verbose_false_manager_agent" "test_task_with_no_arguments" "test_replay_setup_context" "test_kickoff_for_each_multiple_inputs" "test_conditional_task_last_task_when_conditional_is_false" "test_crew_with_delegating_agents" "test_agents_do_not_get_delegation_tools_with_there_is_only_one_agent" "test_multimodal_agent_live_image_analysis" "test_hierarchical_process" "test_crew_kickoff_usage_metrics" "test_disabled_memory_using_contextual_memory" "test_ensure_exchanged_messages_are_propagated_to_external_memory" "test_agent_usage_metrics_are_captured_for_hierarchical_process" "test_crew_log_file_output" "test_before_kickoff_without_inputs" "test_cache_hitting_between_agents" "test_crew_kickoff_streaming_usage_metrics" "test_async_crews_thread_safety" "test_valid_action_parsing_with_unbalanced_quotes" "test_valid_action_parsing_with_angle_brackets" "test_valid_action_parsing_with_mixed_quotes" "test_valid_action_parsing_with_parentheses" "test_parsing_with_whitespace" "test_valid_action_parsing_special_characters" "test_parsing_with_special_characters" "test_valid_action_parsing_with_newlines" "test_valid_action_parsing_with_nested_quotes" "test_valid_action_parsing_with_quotes" "test_valid_action_parsing_with_escaped_characters" "test_create_crew" # Tests LLM - require API keys "test_llm_callback_replacement" "test_gemini_models" "test_llm_call_with_message_list" "test_gpt_4_1" "test_o3_mini_reasoning_effort_low" "test_handle_streaming_tool_calls" "test_llm_call_with_string_input" "test_llm_call_with_tool_and_string_input" "test_llm_call_with_string_input_and_callbacks" "test_llm_call_when_stop_is_unsupported" "test_handle_streaming_tool_calls_with_error" "test_o3_mini_reasoning_effort_medium" "test_llm_call_with_tool_and_message_list" "test_gemma3" "test_llm_call_when_stop_is_unsupported_when_additional_drop_params_is_provided" "test_o3_mini_reasoning_effort_high" "test_handle_streaming_tool_calls_no_available_functions" "test_handle_streaming_tool_calls_no_tools" # Test main - require git "test_publish_when_not_in_sync" # Tests project - require embedchain and API keys "test_before_kickoff_modification" "test_before_kickoff_with_none_input" "test_multiple_before_after_kickoff" "test_after_kickoff_modification" "test_internal_crew_with_mcp" # Tests task - require API keys "test_output_json_hierarchical" "test_output_pydantic_sequential" "test_no_inject_date" "test_increment_tool_errors" "test_task_execution_times" "test_custom_converter_cls" "test_save_task_output" "test_inject_date" "test_output_pydantic_hierarchical" "test_json_property_without_output_json" "test_task_interpolation_with_hyphens" "test_increment_delegations_for_hierarchical_process" "test_save_task_json_output" "test_output_pydantic_to_another_task" "test_output_json_dict_sequential" "test_inject_date_custom_format" "test_output_json_sequential" "test_output_json_to_another_task" "test_increment_delegations_for_sequential_process" "test_save_task_pydantic_output" "test_output_json_dict_hierarchical" "test_task_with_max_execution_time" "test_task_with_max_execution_time_exceeded" # Tests task guardrails "test_task_guardrail_process_output" "test_guardrail_when_an_error_occurs" "test_guardrail_emits_events" # Tests tools "test_delegate_work" "test_delegate_work_with_wrong_co_worker_variable" "test_ask_question_with_wrong_co_worker_variable" "test_ask_question" "test_delegate_work_withwith_coworker_as_array" "test_ask_question_with_coworker_as_array" "test_max_usage_count_is_respected" "test_async_tool_using_within_isolated_crew" "test_async_tool_using_decorator_within_flow" "test_async_tool_using_decorator_within_isolated_crew" "test_async_tool_within_flow" "test_ainvoke" # Tests tracing "test_trace_listener_disabled_when_env_false" "test_trace_listener_with_authenticated_user" "test_trace_listener_collects_crew_events" "test_trace_listener_ephemeral_batch" "test_events_collection_batch_manager" # Tests utilities "test_converter_with_llama3_2_model" "test_converter_with_llama3_1_model" "test_converter_with_nested_model" "test_convert_with_instructions" "test_crew_emits_start_kickoff_event" "test_crew_emits_test_kickoff_type_event" "test_crew_emits_start_task_event" "test_llm_emits_call_started_event" "test_register_handler_adds_new_handler" "test_multiple_handlers_for_same_event" "test_llm_emits_event_with_lite_agent" "test_tools_emits_finished_events" "test_agent_emits_execution_started_and_completed_events" "test_crew_emits_end_kickoff_event" "test_llm_emits_stream_chunk_events" "test_tools_emits_error_events" "test_crew_emits_end_task_event" "test_stream_llm_emits_event_with_task_and_agent_info" "test_llm_no_stream_chunks_when_streaming_disabled" "test_llm_emits_event_with_task_and_agent_info" # Tests qdrant "test_acreate_collection" "test_aget_or_create_collection_wrong_client_type" "test_aadd_documents_empty_list" "test_acreate_collection_already_exists" "test_aget_or_create_collection_existing" "test_aadd_documents_collection_not_exists" "test_acreate_collection_wrong_client_type" "test_aadd_documents" "test_aadd_documents_wrong_client_type" "test_asearch" "test_adelete_collection_not_exists" "test_asearch_with_filters" "test_adelete_collection_wrong_client_type" "test_asearch_collection_not_exists" "test_areset" "test_areset_no_collections" "test_aget_or_create_collection_new" "test_aadd_documents_with_doc_id" "test_asearch_wrong_client_type" "test_areset_wrong_client_type" "test_adelete_collection" ]; nativeCheckInputs = [ pytestCheckHook pytest-xdist qdrant-client versionCheckHook writableTmpDirAsHomeHook ]; versionCheckProgramArg = "--version"; meta = { description = "Framework for orchestrating role-playing, autonomous AI agents"; homepage = "https://github.com/crewAIInc/crewAI"; changelog = "https://github.com/crewAIInc/crewAI/releases/tag/${version}"; license = lib.licenses.mit; maintainers = with lib.maintainers; [ liberodark ]; platforms = lib.platforms.linux; mainProgram = "crewai"; }; }