├── .github ├── CODEOWNERS └── workflows │ └── ci.yml ├── .gitignore ├── LICENSE ├── README.md ├── activity_worker ├── README.md ├── __init__.py ├── activity_worker.py └── go_workflow │ ├── go.mod │ ├── go.sum │ └── main.go ├── batch_sliding_window ├── README.md ├── __init__.py ├── batch_workflow.py ├── record_loader_activity.py ├── record_processor_workflow.py ├── sliding_window_workflow.py ├── starter.py └── worker.py ├── bedrock ├── README.md ├── __init__.py ├── basic │ ├── README.md │ ├── __init__.py │ ├── run_worker.py │ ├── send_message.py │ └── workflows.py ├── entity │ ├── README.md │ ├── __init__.py │ ├── end_chat.py │ ├── get_history.py │ ├── run_worker.py │ ├── send_message.py │ └── workflows.py ├── shared │ ├── __init__.py │ └── activities.py └── signals_and_queries │ ├── README.md │ ├── __init__.py │ ├── get_history.py │ ├── run_worker.py │ ├── send_message.py │ └── workflows.py ├── cloud_export_to_parquet ├── README.md ├── __init__.py ├── create_schedule.py ├── data_trans_activities.py ├── run_worker.py └── workflows.py ├── context_propagation ├── README.md ├── __init__.py ├── activities.py ├── interceptor.py ├── shared.py ├── starter.py ├── worker.py └── workflows.py ├── custom_converter ├── README.md ├── __init__.py ├── shared.py ├── starter.py ├── worker.py └── workflow.py ├── custom_decorator ├── README.md ├── __init__.py ├── activity_utils.py ├── starter.py └── worker.py ├── custom_metric ├── README.md ├── __init__.py ├── activity.py ├── starter.py ├── worker.py └── workflow.py ├── dsl ├── README.md ├── __init__.py ├── activities.py ├── starter.py ├── worker.py ├── workflow.py ├── workflow1.yaml └── workflow2.yaml ├── eager_wf_start ├── README.md ├── __init__.py ├── activities.py ├── run.py └── workflows.py ├── encryption ├── README.md ├── __init__.py ├── codec.py ├── codec_server.py ├── starter.py └── worker.py ├── env_config ├── README.md ├── __init__.py ├── config.toml ├── load_from_file.py └── load_profile.py ├── gevent_async ├── README.md ├── __init__.py ├── activity.py ├── executor.py ├── starter.py ├── test │ ├── __init__.py │ └── run_combined.py ├── worker.py └── workflow.py ├── hello ├── README.md ├── __init__.py ├── hello_activity.py ├── hello_activity_async.py ├── hello_activity_choice.py ├── hello_activity_heartbeat.py ├── hello_activity_method.py ├── hello_activity_multiprocess.py ├── hello_activity_retry.py ├── hello_async_activity_completion.py ├── hello_cancellation.py ├── hello_change_log_level.py ├── hello_child_workflow.py ├── hello_continue_as_new.py ├── hello_cron.py ├── hello_exception.py ├── hello_local_activity.py ├── hello_mtls.py ├── hello_parallel_activity.py ├── hello_patch.py ├── hello_query.py ├── hello_search_attributes.py ├── hello_signal.py └── hello_update.py ├── hello_nexus ├── README.md ├── __init__.py ├── caller │ ├── __init__.py │ ├── app.py │ └── workflows.py ├── endpoint_description.md ├── handler │ ├── __init__.py │ ├── service_handler.py │ ├── worker.py │ └── workflows.py └── service.py ├── langchain ├── README.md ├── activities.py ├── langchain_interceptor.py ├── starter.py ├── worker.py └── workflow.py ├── message_passing ├── __init__.py ├── introduction │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── starter.py │ ├── worker.py │ └── workflows.py ├── safe_message_handlers │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── starter.py │ ├── worker.py │ └── workflow.py ├── update_with_start │ └── lazy_initialization │ │ ├── README.md │ │ ├── __init__.py │ │ ├── activities.py │ │ ├── starter.py │ │ ├── worker.py │ │ └── workflows.py ├── waiting_for_handlers │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── starter.py │ ├── worker.py │ └── workflows.py └── waiting_for_handlers_and_compensation │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── starter.py │ ├── worker.py │ └── workflows.py ├── nexus_multiple_args ├── README.md ├── __init__.py ├── caller │ ├── __init__.py │ ├── app.py │ └── workflows.py ├── handler │ ├── __init__.py │ ├── service_handler.py │ ├── worker.py │ └── workflows.py └── service.py ├── nexus_sync_operations ├── README.md ├── __init__.py ├── caller │ ├── __init__.py │ ├── app.py │ └── workflows.py ├── endpoint_description.md ├── handler │ ├── __init__.py │ ├── service_handler.py │ └── worker.py └── service.py ├── open_telemetry ├── README.md ├── __init__.py ├── aspire-metrics-screenshot.png ├── aspire-traces-screenshot.png ├── docker-compose.yaml ├── starter.py └── worker.py ├── openai_agents ├── README.md ├── __init__.py ├── agent_patterns │ ├── README.md │ ├── run_agents_as_tools_workflow.py │ ├── run_deterministic_workflow.py │ ├── run_forcing_tool_use_workflow.py │ ├── run_input_guardrails_workflow.py │ ├── run_llm_as_a_judge_workflow.py │ ├── run_output_guardrails_workflow.py │ ├── run_parallelization_workflow.py │ ├── run_routing_workflow.py │ ├── run_worker.py │ └── workflows │ │ ├── agents_as_tools_workflow.py │ │ ├── deterministic_workflow.py │ │ ├── forcing_tool_use_workflow.py │ │ ├── input_guardrails_workflow.py │ │ ├── llm_as_a_judge_workflow.py │ │ ├── output_guardrails_workflow.py │ │ ├── parallelization_workflow.py │ │ └── routing_workflow.py ├── basic │ ├── README.md │ ├── activities │ │ ├── get_weather_activity.py │ │ ├── image_activities.py │ │ └── math_activities.py │ ├── media │ │ └── image_bison.jpg │ ├── run_agent_lifecycle_workflow.py │ ├── run_dynamic_system_prompt_workflow.py │ ├── run_hello_world_workflow.py │ ├── run_lifecycle_workflow.py │ ├── run_local_image_workflow.py │ ├── run_non_strict_output_workflow.py │ ├── run_previous_response_id_workflow.py │ ├── run_remote_image_workflow.py │ ├── run_tools_workflow.py │ ├── run_worker.py │ └── workflows │ │ ├── agent_lifecycle_workflow.py │ │ ├── dynamic_system_prompt_workflow.py │ │ ├── hello_world_workflow.py │ │ ├── lifecycle_workflow.py │ │ ├── local_image_workflow.py │ │ ├── non_strict_output_workflow.py │ │ ├── previous_response_id_workflow.py │ │ ├── remote_image_workflow.py │ │ └── tools_workflow.py ├── customer_service │ ├── README.md │ ├── customer_service.py │ ├── run_customer_service_client.py │ ├── run_worker.py │ └── workflows │ │ └── customer_service_workflow.py ├── financial_research_agent │ ├── README.md │ ├── agents │ │ ├── financials_agent.py │ │ ├── planner_agent.py │ │ ├── risk_agent.py │ │ ├── search_agent.py │ │ ├── verifier_agent.py │ │ └── writer_agent.py │ ├── financial_research_manager.py │ ├── run_financial_research_workflow.py │ ├── run_worker.py │ └── workflows │ │ └── financial_research_workflow.py ├── handoffs │ ├── README.md │ ├── run_message_filter_workflow.py │ ├── run_worker.py │ └── workflows │ │ └── message_filter_workflow.py ├── hosted_mcp │ ├── README.md │ ├── run_approval_mcp_workflow.py │ ├── run_simple_mcp_workflow.py │ ├── run_worker.py │ └── workflows │ │ ├── approval_mcp_workflow.py │ │ └── simple_mcp_workflow.py ├── mcp │ ├── README.md │ ├── run_file_system_worker.py │ ├── run_file_system_workflow.py │ ├── run_memory_research_scratchpad_worker.py │ ├── run_memory_research_scratchpad_workflow.py │ ├── run_prompt_server_worker.py │ ├── run_prompt_server_workflow.py │ ├── run_sse_worker.py │ ├── run_sse_workflow.py │ ├── run_streamable_http_worker.py │ ├── run_streamable_http_workflow.py │ ├── sample_files │ │ ├── favorite_books.txt │ │ ├── favorite_cities.txt │ │ └── favorite_songs.txt │ ├── servers │ │ ├── prompt_server.py │ │ └── tools_server.py │ └── workflows │ │ ├── file_system_workflow.py │ │ ├── memory_research_scratchpad_workflow.py │ │ ├── prompt_server_workflow.py │ │ ├── sse_workflow.py │ │ └── streamable_http_workflow.py ├── model_providers │ ├── README.md │ ├── run_gpt_oss_worker.py │ ├── run_gpt_oss_workflow.py │ ├── run_litellm_auto_workflow.py │ ├── run_litellm_provider_worker.py │ └── workflows │ │ ├── gpt_oss_workflow.py │ │ └── litellm_auto_workflow.py ├── reasoning_content │ ├── README.md │ ├── activities │ │ └── reasoning_activities.py │ ├── run_reasoning_content_workflow.py │ ├── run_worker.py │ └── workflows │ │ └── reasoning_content_workflow.py ├── research_bot │ ├── README.md │ ├── agents │ │ ├── planner_agent.py │ │ ├── research_manager.py │ │ ├── search_agent.py │ │ └── writer_agent.py │ ├── run_research_workflow.py │ ├── run_worker.py │ └── workflows │ │ └── research_bot_workflow.py └── tools │ ├── README.md │ ├── run_code_interpreter_workflow.py │ ├── run_file_search_workflow.py │ ├── run_image_generator_workflow.py │ ├── run_web_search_workflow.py │ ├── run_worker.py │ ├── setup_knowledge_base.py │ └── workflows │ ├── code_interpreter_workflow.py │ ├── file_search_workflow.py │ ├── image_generator_workflow.py │ └── web_search_workflow.py ├── patching ├── README.md ├── __init__.py ├── activities.py ├── starter.py ├── worker.py ├── workflow_1_initial.py ├── workflow_2_patched.py ├── workflow_3_patch_deprecated.py └── workflow_4_patch_complete.py ├── polling ├── README.md ├── __init__.py ├── frequent │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── run_frequent.py │ ├── run_worker.py │ └── workflows.py ├── infrequent │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── run_infrequent.py │ ├── run_worker.py │ └── workflows.py ├── periodic_sequence │ ├── README.md │ ├── __init__.py │ ├── activities.py │ ├── run_periodic.py │ ├── run_worker.py │ └── workflows.py └── test_service.py ├── prometheus ├── README.md ├── __init__.py ├── starter.py └── worker.py ├── pydantic_converter ├── README.md ├── __init__.py ├── starter.py └── worker.py ├── pydantic_converter_v1 ├── README.md ├── __init__.py ├── converter.py ├── starter.py └── worker.py ├── pyproject.toml ├── replay ├── README.md ├── __init__.py ├── replayer.py ├── starter.py └── worker.py ├── resource_pool ├── README.md ├── __init__.py ├── pool_client │ ├── __init__.py │ ├── resource_pool_client.py │ └── resource_pool_workflow.py ├── resource_user_workflow.py ├── shared.py ├── starter.py └── worker.py ├── schedules ├── README.md ├── __init__.py ├── backfill_schedule.py ├── delete_schedule.py ├── describe_schedule.py ├── list_schedule.py ├── pause_schedule.py ├── run_worker.py ├── start_schedule.py ├── trigger_schedule.py ├── update_schedule.py ├── your_activities.py ├── your_dataobject.py └── your_workflows.py ├── sentry ├── README.md ├── __init__.py ├── activity.py ├── images │ └── sentry.jpeg ├── interceptor.py ├── starter.py ├── worker.py └── workflow.py ├── sleep_for_days ├── README.md ├── __init__.py ├── activities.py ├── starter.py ├── worker.py └── workflows.py ├── tests ├── __init__.py ├── activity_sticky_queues │ ├── __init__.py │ ├── activity_sticky_queues_activity_test.py │ └── activity_sticky_worker_workflow_test.py ├── conftest.py ├── context_propagation │ ├── __init__.py │ └── workflow_test.py ├── custom_converter │ ├── __init__.py │ └── workflow_test.py ├── custom_metric │ ├── __init__.py │ └── workflow_test.py ├── eager_wf_start │ ├── __init__.py │ └── workflow_test.py ├── hello │ ├── __init__.py │ ├── hello_activity_choice_test.py │ ├── hello_activity_test.py │ ├── hello_cancellation_test.py │ ├── hello_change_log_level_test.py │ ├── hello_child_test.py │ ├── hello_query_test.py │ ├── hello_signal_test.py │ └── hello_update_test.py ├── hello_nexus │ └── hello_nexus_test.py ├── helpers │ ├── __init__.py │ └── nexus.py ├── message_passing │ ├── introduction │ │ └── test_introduction_sample.py │ ├── lazy_initialization │ │ └── test_lazy_initialization.py │ ├── safe_message_handlers │ │ └── workflow_test.py │ ├── waiting_for_handlers │ │ └── waiting_for_handlers_test.py │ └── waiting_for_handlers_and_compensation │ │ └── waiting_for_handlers_and_compensation_test.py ├── nexus_multiple_args │ ├── __init__.py │ └── nexus_multiple_args_test.py ├── nexus_sync_operations │ └── nexus_sync_operations_test.py ├── polling │ └── infrequent │ │ ├── __init__.py │ │ └── workflow_test.py ├── pydantic_converter │ ├── __init__.py │ └── workflow_test.py ├── pydantic_converter_v1 │ ├── __init__.py │ └── workflow_test.py ├── resource_pool │ ├── __init__.py │ └── workflow_test.py ├── sentry │ ├── fake_sentry_transport.py │ └── test_interceptor.py ├── sleep_for_days │ ├── __init__.py │ └── workflow_test.py ├── trio_async │ ├── __init__.py │ └── workflow_test.py └── updatable_timer │ ├── __init__.py │ └── updatable_timer_test.py ├── trio_async ├── README.md ├── __init__.py ├── activities.py ├── starter.py ├── worker.py └── workflows.py ├── updatable_timer ├── README.md ├── __init__.py ├── starter.py ├── updatable_timer_lib.py ├── wake_up_time_updater.py ├── worker.py └── workflow.py ├── uv.lock ├── worker_specific_task_queues ├── README.md ├── __init__.py ├── demo_fs │ └── .gitignore ├── starter.py ├── static │ └── all-activitites-on-same-task-queue.png ├── tasks.py └── worker.py └── worker_versioning ├── README.md ├── __init__.py ├── activities.py ├── app.py ├── workerv1.py ├── workerv1_1.py ├── workerv2.py └── workflows.py /.github/CODEOWNERS: 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