├── .editorconfig ├── .env.example ├── .github └── workflows │ ├── docker.yml │ ├── project.yml │ ├── pypi.yml │ └── tests.yml ├── .gitignore ├── CONTRIBUTING_DOCS.md ├── LICENSE ├── README.md ├── compose.yml ├── deploy ├── pipelines │ ├── double_number.yml │ └── greetings.yml ├── service_with_confiigmap.yaml ├── service_with_deployment.yaml └── simple_service.yaml ├── docker ├── Dockerfile └── docker-bake.hcl ├── docs ├── about │ └── license.md ├── advanced │ ├── advanced-configuration.md │ ├── code-sharing.md │ └── running-pipelines.md ├── assets │ ├── chat-completion-streaming.gif │ ├── chat-completion.gif │ ├── deepset-square-logo.png │ ├── hayhooks-cursor-dev-deploy-overwrite.gif │ ├── haystack_icon_green.png │ ├── open-webui-admin-settings-connections.png │ ├── open-webui-deploy-pipeline-from-chat.gif │ ├── open-webui-disable-generated-content.png │ ├── open-webui-enable-direct-connections.png │ ├── open-webui-hayhooks-agent-on-tool-calls.gif │ ├── open-webui-hayhooks-events.gif │ ├── open-webui-hayhooks-on-pipeline-end.gif │ ├── open-webui-openapi-tools.png │ ├── open-webui-settings-connections.png │ └── open-webui-settings.png ├── concepts │ ├── agent-deployment.md │ ├── pipeline-deployment.md │ ├── pipeline-wrapper.md │ └── yaml-pipeline-deployment.md ├── deployment │ └── deployment_guidelines.md ├── examples │ ├── async-operations.md │ ├── chat-with-website.md │ ├── openwebui-events.md │ ├── overview.md │ └── rag-system.md ├── features │ ├── cli-commands.md │ ├── file-upload-support.md │ ├── mcp-support.md │ ├── openai-compatibility.md │ └── openwebui-integration.md ├── getting-started │ ├── configuration.md │ ├── installation.md │ ├── quick-start-docker.md │ └── quick-start.md ├── index.md ├── reference │ ├── api-reference.md │ ├── environment-variables.md │ └── logging.md └── stylesheets │ └── extra.css ├── examples ├── README.md ├── pipeline_wrappers │ ├── async_hybrid_streaming │ │ ├── README.md │ │ ├── hybrid_streaming.yml │ │ └── pipeline_wrapper.py │ ├── async_question_answer │ │ ├── pipeline_wrapper.py │ │ └── question_answer.yml │ ├── chat_with_website │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── chat_with_website_mcp │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── chat_with_website_streaming │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── multi_llm_streaming │ │ ├── README.md │ │ ├── multi_stream.gif │ │ └── pipeline_wrapper.py │ ├── open_webui_agent_events │ │ ├── README.md │ │ └── pipeline_wrapper.py │ ├── open_webui_agent_on_tool_calls │ │ └── pipeline_wrapper.py │ └── run_api_streaming │ │ ├── README.md │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py ├── rag_indexing_query │ ├── README.md │ ├── docker-compose.yml │ ├── files_to_index │ │ ├── vegan_flan_recipe.md │ │ ├── vegan_keto_eggplant_recipe_fixed.pdf │ │ └── vegan_sunflower_hemp_cheese_recipe.txt │ ├── indexing_pipeline │ │ └── pipeline_wrapper.py │ ├── query_pipeline │ │ └── pipeline_wrapper.py │ └── requirements.txt └── shared_code_between_wrappers │ ├── README.md │ ├── common │ └── my_custom_lib.py │ └── input_pipelines │ ├── pipeline_1 │ └── pipeline_wrapper.py │ └── pipeline_2 │ └── pipeline_wrapper.py ├── img └── test_pipeline_01.png ├── mkdocs.yml ├── pyproject.toml ├── src └── hayhooks │ ├── __init__.py │ ├── __main__.py │ ├── callbacks.py │ ├── cli │ ├── __init__.py │ ├── base.py │ ├── mcp.py │ ├── pipeline.py │ └── utils.py │ ├── open_webui.py │ ├── server │ ├── __init__.py │ ├── app.py │ ├── exceptions.py │ ├── logger.py │ ├── pipelines │ │ ├── __init__.py │ │ ├── models.py │ │ ├── registry.py │ │ ├── sse.py │ │ └── utils.py │ ├── routers │ │ ├── __init__.py │ │ ├── deploy.py │ │ ├── draw.py │ │ ├── openai.py │ │ ├── status.py │ │ └── undeploy.py │ └── utils │ │ ├── __init__.py │ │ ├── base_pipeline_wrapper.py │ │ ├── deploy_utils.py │ │ ├── mcp_utils.py │ │ └── yaml_utils.py │ ├── settings.py │ └── testing │ ├── __init__.py │ └── components.py └── tests ├── __init__.py ├── conftest.py ├── test_cli.py ├── test_cli_streaming.py ├── test_cors.py ├── test_deploy_at_startup.py ├── test_deploy_utils.py ├── test_deploy_yaml.py ├── test_files ├── files │ ├── async_chat_with_website │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── async_chat_with_website_streaming │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── async_question_answer │ │ ├── pipeline_wrapper.py │ │ └── question_answer.yml │ ├── async_run_api_streaming │ │ └── pipeline_wrapper.py │ ├── chat_with_website │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── chat_with_website_mcp │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── chat_with_website_mcp_skip │ │ └── pipeline_wrapper.py │ ├── chat_with_website_streaming │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py │ ├── missing_methods │ │ └── pipeline_wrapper.py │ ├── no_chat │ │ └── pipeline_wrapper.py │ ├── no_return_type │ │ └── pipeline_wrapper.py │ ├── no_wrapper │ │ └── chat_with_website.yml │ ├── run_api_error │ │ └── pipeline_wrapper.py │ ├── run_api_openwebui_event │ │ └── pipeline_wrapper.py │ ├── run_api_streaming │ │ └── pipeline_wrapper.py │ ├── setup_error │ │ └── pipeline_wrapper.py │ ├── upload_files │ │ └── pipeline_wrapper.py │ └── utf8_pipeline │ │ └── pipeline_wrapper.py ├── mixed │ ├── basic_rag_pipeline.yml │ └── chat_with_website │ │ ├── chat_with_website.yml │ │ └── pipeline_wrapper.py └── yaml │ ├── broken │ ├── broken_rag_pipeline.yml │ └── duplicate_input_target.yml │ ├── inputs_outputs_pipeline.yml │ ├── list_input.yml │ ├── multi_llm_streaming_all_pipeline.yml │ ├── multi_llm_streaming_pipeline.yml │ ├── multi_output_pipeline.yml │ ├── sample_calc_pipeline.yml │ └── utf8_pipeline.yml ├── test_hybrid_streaming_utils.py ├── test_include_outputs_from.py ├── test_it_concurrent_streaming.py ├── test_it_deploy.py ├── test_it_deploy_files.py ├── test_it_deploy_yaml_route.py ├── test_it_draw.py ├── test_it_handling_deploy_exceptions.py 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