├── .devcontainer ├── Dockerfile ├── base.Dockerfile ├── devcontainer.json └── library-scripts │ ├── README.md │ ├── common-debian.sh │ ├── meta.env │ ├── node-debian.sh │ └── python-debian.sh ├── .flake8 ├── .github └── workflows │ ├── docs-publish.yml │ ├── notify-of-release.yml │ ├── python-publish.yml │ ├── test-main.yml │ └── test-staging.yml ├── .gitignore ├── .pre-commit-config.yaml ├── AUTHORS.rst ├── CHANGELOG.rst ├── DEVELOPING.md ├── LICENSE ├── README.md ├── TESTING.md ├── badge.svg ├── docs ├── README.txt ├── api │ ├── Dockerfile │ ├── Makefile │ ├── _static │ │ ├── .gitignore │ │ ├── Steamship-symbol-dark.png │ │ ├── Steamship-symbol-light.png │ │ └── favicon.ico │ ├── api │ │ ├── modules.rst │ │ ├── steamship.agents.examples.rst │ │ ├── steamship.agents.functional.rst │ │ ├── steamship.agents.llms.rst │ │ ├── steamship.agents.mixins.rst │ │ ├── steamship.agents.mixins.transports.rst │ │ ├── steamship.agents.react.rst │ │ ├── steamship.agents.rst │ │ ├── steamship.agents.schema.rst │ │ ├── steamship.agents.service.rst │ │ ├── steamship.agents.tools.audio_transcription.rst │ │ ├── steamship.agents.tools.classification.rst │ │ ├── steamship.agents.tools.conversation_starters.rst │ │ ├── steamship.agents.tools.image_generation.rst │ │ ├── steamship.agents.tools.question_answering.rst │ │ ├── steamship.agents.tools.rst │ │ ├── steamship.agents.tools.search.rst │ │ ├── steamship.agents.tools.speech_generation.rst │ │ ├── steamship.agents.tools.text_generation.rst │ │ ├── steamship.agents.tools.video_generation.rst │ │ ├── steamship.base.rst │ │ ├── steamship.cli.local_server.rst │ │ ├── steamship.cli.rst │ │ ├── steamship.client.rst │ │ ├── steamship.experimental.easy.rst │ │ ├── steamship.experimental.package_starters.rst │ │ ├── steamship.experimental.rst │ │ ├── steamship.invocable.mixins.rst │ │ ├── steamship.invocable.rst │ │ ├── steamship.plugin.blockifier.rst │ │ ├── steamship.plugin.inputs.rst │ │ ├── steamship.plugin.outputs.rst │ │ ├── steamship.plugin.rst │ │ ├── steamship.rst │ │ └── steamship.utils.rst │ ├── authors.rst │ ├── conf.py │ ├── index.rst │ └── license.rst ├── nextra │ ├── .nojekyll │ ├── Dockerfile │ ├── Makefile │ ├── _static │ │ ├── .gitignore │ │ ├── Steamship-symbol-dark.png │ │ ├── Steamship-symbol-light.png │ │ └── favicon.ico │ ├── _templates │ │ └── base.html │ ├── agents │ │ └── index.rst │ ├── api │ │ ├── modules.rst │ │ ├── steamship.agents.examples.rst │ │ ├── steamship.agents.functional.rst │ │ ├── steamship.agents.llms.rst │ │ ├── steamship.agents.mixins.rst │ │ ├── steamship.agents.mixins.transports.rst │ │ ├── steamship.agents.react.rst │ │ ├── steamship.agents.rst │ │ ├── steamship.agents.schema.rst │ │ ├── steamship.agents.service.rst │ │ ├── steamship.agents.tools.audio_transcription.rst │ │ ├── steamship.agents.tools.classification.rst │ │ ├── steamship.agents.tools.conversation_starters.rst │ │ ├── steamship.agents.tools.image_generation.rst │ │ ├── steamship.agents.tools.question_answering.rst │ │ ├── steamship.agents.tools.rst │ │ ├── steamship.agents.tools.search.rst │ │ ├── steamship.agents.tools.speech_generation.rst │ │ ├── steamship.agents.tools.text_generation.rst │ │ ├── steamship.agents.tools.video_generation.rst │ │ ├── steamship.base.rst │ │ ├── steamship.cli.local_server.rst │ │ ├── steamship.cli.rst │ │ ├── steamship.client.rst │ │ ├── steamship.experimental.easy.rst │ │ ├── steamship.experimental.package_starters.rst │ │ ├── steamship.experimental.rst │ │ ├── steamship.invocable.mixins.rst │ │ ├── steamship.invocable.rst │ │ ├── steamship.plugin.blockifier.rst │ │ ├── steamship.plugin.inputs.rst │ │ ├── steamship.plugin.outputs.rst │ │ ├── steamship.plugin.rst │ │ ├── steamship.rst │ │ └── steamship.utils.rst │ ├── authors.rst │ ├── changelog._rst │ ├── conf.py │ ├── configuration │ │ ├── authentication.rst │ │ ├── cli.rst │ │ ├── clients.rst │ │ ├── http.rst │ │ └── index.rst │ ├── data │ │ ├── blocks.rst │ │ ├── file-lifecycle.png │ │ ├── files.rst │ │ ├── index.rst │ │ ├── queries │ │ │ └── index.rst │ │ ├── tags.rst │ │ └── workspaces.rst │ ├── developing │ │ ├── configuration.rst │ │ ├── deploying.rst │ │ ├── environment-setup.rst │ │ ├── index.rst │ │ ├── logs-example.png │ │ ├── monitoring.rst │ │ ├── project-creation.rst │ │ ├── running.rst │ │ ├── steamship-manifest.rst │ │ ├── storing-secrets.rst │ │ ├── tasks-example.png │ │ ├── testing.rst │ │ └── usage-example.png │ ├── embedding-search │ │ └── index.rst │ ├── favicon.ico │ ├── index.rst │ ├── license.rst │ ├── make_markdown.sh │ ├── packages │ │ ├── cookbook │ │ │ ├── adding-configuration.rst │ │ │ ├── article-tagging.rst │ │ │ ├── collecting-and-querying-sentiment.rst │ │ │ ├── how-to-extract-outline-from-markdown.rst │ │ │ ├── index.rst │ │ │ ├── modifying-an-existing-package.rst │ │ │ ├── receiving-webhooks.rst │ │ │ ├── return-audio.rst │ │ │ ├── return-image.rst │ │ │ ├── return-json.rst │ │ │ └── return-text.rst │ │ ├── developing │ │ │ ├── index.rst │ │ │ └── project-structure.rst │ │ ├── index.rst │ │ └── using.rst │ ├── plugins │ │ ├── developing │ │ │ ├── async-plugins.rst │ │ │ ├── blockifiers.rst │ │ │ ├── embedders.rst │ │ │ ├── generators.rst │ │ │ ├── importers.rst │ │ │ ├── index.rst │ │ │ ├── project-structure.rst │ │ │ └── taggers.rst │ │ ├── index.rst │ │ └── using │ │ │ ├── blockifiers │ │ │ ├── index.rst │ │ │ └── using.rst │ │ │ ├── embedders │ │ │ └── index.rst │ │ │ ├── generators │ │ │ ├── dalle.rst │ │ │ ├── gpt4.rst │ │ │ └── index.rst │ │ │ ├── importers │ │ │ ├── index.rst │ │ │ └── using.rst │ │ │ ├── index.rst │ │ │ ├── taggers │ │ │ ├── index.rst │ │ │ └── using.rst │ │ │ └── tasks.rst │ └── rename_link.js └── requirements.txt ├── pyproject.toml ├── requirements.dev.txt ├── requirements.txt ├── scripts ├── build-docs.sh └── create_engine_test_assets.py ├── src └── steamship │ ├── __init__.py │ ├── agents │ ├── __init__.py │ ├── basic_chat.py │ ├── examples │ │ ├── __init__.py │ │ ├── chatgpt_api.py │ │ ├── chatgpt_with_web_and_telegram.py │ │ ├── document_qa_agent.py │ │ ├── example_assistant.py │ │ ├── example_assistant_with_caching.py │ │ ├── example_react_assistant.py │ │ ├── fact_learner.py │ │ └── telegram_bot.py │ ├── functional │ │ ├── __init__.py │ │ ├── functions_based.py │ │ └── output_parser.py │ ├── functions_based.py │ ├── llms │ │ ├── __init__.py │ │ ├── openai.py │ │ └── steamship_llm.py │ ├── logging.py │ ├── mixins │ │ ├── __init__.py │ │ └── transports │ │ │ ├── __init__.py │ │ │ ├── slack.py │ │ │ ├── steamship_widget.py │ │ │ ├── telegram.py │ │ │ └── transport.py │ ├── react │ │ ├── __init__.py │ │ ├── output_parser.py │ │ └── react.py │ ├── schema │ │ ├── __init__.py │ │ ├── action.py │ │ ├── agent.py │ │ ├── cache.py │ │ ├── chathistory.py │ │ ├── context.py │ │ ├── functions.py │ │ ├── llm.py │ │ ├── message_selectors.py │ │ ├── output_parser.py │ │ ├── text_splitters.py │ │ └── tool.py │ ├── service │ │ ├── __init__.py │ │ └── agent_service.py │ ├── tools │ │ ├── __init__.py │ │ ├── audio_transcription │ │ │ ├── __init__.py │ │ │ ├── assembly_speech_to_text_tool.py │ │ │ ├── fetch_audio_urls_from_rss_tool.py │ │ │ └── whisper_speech_to_text_tool.py │ │ ├── base_tools.py │ │ ├── classification │ │ │ ├── __init__.py │ │ │ ├── multiple_choice_tool.py │ │ │ ├── sentiment_analysis_tool.py │ │ │ └── zero_shot_classifier_tool.py │ │ ├── conversation_starters │ │ │ ├── __init__.py │ │ │ └── knock_knock_tool.py │ │ ├── image_generation │ │ │ ├── __init__.py │ │ │ ├── dalle.py │ │ │ ├── google_image_search.py │ │ │ └── stable_diffusion.py │ │ ├── question_answering │ │ │ ├── __init__.py │ │ │ ├── prompt_database_question_answerer.py │ │ │ ├── vector_search_learner_tool.py │ │ │ ├── vector_search_qa_tool.py │ │ │ └── vector_search_tool.py │ │ ├── search │ │ │ ├── __init__.py │ │ │ └── search.py │ │ ├── speech_generation │ │ │ ├── __init__.py │ │ │ └── generate_speech.py │ │ ├── text_generation │ │ │ ├── __init__.py │ │ │ ├── custom_llm_prompt.py │ │ │ ├── image_prompt_generator_tool.py │ │ │ ├── json_object_generator.py │ │ │ ├── personality_tool.py │ │ │ ├── summarize_text_with_prompt_tool.py │ │ │ ├── text_rewrite_tool.py │ │ │ └── text_translation_tool.py │ │ └── video_generation │ │ │ ├── __init__.py │ │ │ └── did_video_generator_tool.py │ └── utils.py │ ├── base │ ├── __init__.py │ ├── client.py │ ├── configuration.py │ ├── environments.py │ ├── error.py │ ├── mime_types.py │ ├── model.py │ ├── package_spec.py │ ├── request.py │ ├── response.py │ └── tasks.py │ ├── cli │ ├── __init__.py │ ├── cli.py │ ├── create_instance.py │ ├── deploy.py │ ├── local_server │ │ ├── __init__.py │ │ ├── handler.py │ │ └── server.py │ ├── login.py │ ├── manifest_init_wizard.py │ ├── requirements_init_wizard.py │ ├── ship_spinner.py │ └── utils.py │ ├── client │ ├── __init__.py │ ├── skill_to_provider.py │ ├── skills.py │ ├── steamship.py │ └── vendors.py │ ├── data │ ├── __init__.py │ ├── block.py │ ├── embeddings.py │ ├── file.py │ ├── invocable_init_status.py │ ├── manifest.py │ ├── operations │ │ ├── __init__.py │ │ ├── blockifier.py │ │ ├── embedder.py │ │ ├── generator.py │ │ └── tagger.py │ ├── package │ │ ├── __init__.py │ │ ├── package.py │ │ ├── package_instance.py │ │ └── package_version.py │ ├── plugin │ │ ├── __init__.py │ │ ├── hosting.py │ │ ├── index_plugin_instance.py │ │ ├── plugin.py │ │ ├── plugin_instance.py │ │ ├── plugin_version.py │ │ └── prompt_generation_plugin_instance.py │ ├── search.py │ ├── tags │ │ ├── __init__.py │ │ ├── tag.py │ │ ├── tag_constants.py │ │ └── tag_utils.py │ ├── user.py │ └── workspace.py │ ├── invocable │ ├── __init__.py │ ├── config.py │ ├── dev_logging_handler.py │ ├── entrypoint.py │ ├── invocable.py │ ├── invocable_localhost.py │ ├── invocable_request.py │ ├── invocable_response.py │ ├── lambda_handler.py │ ├── mixins │ │ ├── __init__.py │ │ ├── blockifier_mixin.py │ │ ├── file_importer_mixin.py │ │ ├── indexer_mixin.py │ │ └── indexer_pipeline_mixin.py │ ├── package_mixin.py │ ├── package_service.py │ ├── paramater_types.py │ └── plugin_service.py │ ├── plugin │ ├── __init__.py │ ├── blockifier │ │ ├── __init__.py │ │ ├── blockifier.py │ │ └── transcriber.py │ ├── capabilities.py │ ├── embedder.py │ ├── file_importer.py │ ├── generator.py │ ├── inputs │ │ ├── __init__.py │ │ ├── block_and_tag_plugin_input.py │ │ ├── export_plugin_input.py │ │ ├── file_import_plugin_input.py │ │ ├── raw_block_and_tag_plugin_input.py │ │ ├── raw_block_and_tag_plugin_input_with_preallocated_blocks.py │ │ ├── raw_data_plugin_input.py │ │ ├── train_plugin_input.py │ │ └── training_parameter_plugin_input.py │ ├── outputs │ │ ├── __init__.py │ │ ├── block_and_tag_plugin_output.py │ │ ├── block_type_plugin_output.py │ │ ├── embedded_items_plugin_output.py │ │ ├── model_checkpoint.py │ │ ├── plugin_output.py │ │ ├── raw_block_and_tag_plugin_output.py │ │ ├── raw_data_plugin_output.py │ │ ├── stream_complete_plugin_output.py │ │ ├── train_plugin_output.py │ │ └── training_parameter_plugin_output.py │ ├── request.py │ ├── streaming_generator.py │ ├── tagger.py │ └── trainable_model.py │ └── utils │ ├── __init__.py │ ├── binary_utils.py │ ├── context_length.py │ ├── file_tags.py │ ├── huggingface_helper.py │ ├── kv_store.py │ ├── metadata.py │ ├── repl.py │ ├── signed_urls.py │ ├── text_chunker.py │ ├── url.py │ ├── utils.py │ └── zip_archives.py └── tests ├── __init__.py ├── assets ├── __init__.py ├── configs │ ├── empty_json.json │ ├── one_string_one_int.json │ └── single_integer.json ├── demo_package_spec.json ├── packages │ ├── __init__.py │ ├── adding_configuration.py │ ├── article_tagging.py │ ├── bad_package.py │ ├── configurable_hello_world.py │ ├── demo_package.py │ ├── echo_test_header.py │ ├── example_project_structure.py │ ├── fancy_types.py │ ├── hello_world.py │ ├── optional_params.py │ ├── package_verifying_instance_init.py │ ├── package_with_failing_instance_init.py │ ├── package_with_instance_init.py │ ├── package_with_mixin_importer.py │ ├── package_with_mixin_indexer_pipeline.py │ ├── package_with_mixins.py │ ├── request_id_plumbing_test_package.py │ ├── requirement_isolation_package.py │ ├── returns_blocks.py │ ├── returns_list.py │ ├── safe_loaded_bad_import.pyignore │ ├── safe_loaded_hello_world.py │ ├── signed_url_package.py │ └── transports │ │ ├── __init__.py │ │ ├── mock_slack_api.py │ │ ├── mock_telegram_api.py │ │ ├── test_transports_agent.py │ │ └── test_web_agent.py ├── palm_tree.png ├── plugins │ ├── __init__.py │ ├── blockifiers │ │ ├── __init__.py │ │ ├── async_blockifier.py │ │ ├── blockifier.py │ │ ├── csv_blockifier.py │ │ └── tsv_blockifier.py │ ├── generators │ │ ├── async_generator.py │ │ ├── plugin_with_instance_init.py │ │ ├── request_id_generator.py │ │ ├── test_generator.py │ │ ├── test_generator_returns_bytes.py │ │ ├── test_image_to_text_generator.py │ │ └── test_streaming_generator.py │ ├── importers │ │ ├── __init__.py │ │ ├── plugin_file_importer.py │ │ ├── plugin_file_importer_by_url.py │ │ ├── plugin_file_importer_python_error.py │ │ └── plugin_file_importer_steamship_error.py │ └── taggers │ │ ├── __init__.py │ │ ├── plugin_configurable_tagger.py │ │ ├── plugin_embedder.py │ │ ├── plugin_logging_tagger.py │ │ ├── plugin_parser.py │ │ ├── plugin_prompt_generator.py │ │ ├── plugin_tagger_bad_import.pyignore │ │ ├── plugin_third_party_trainable_tagger.py │ │ ├── plugin_trainable_tagger.py │ │ └── plugin_trainable_tagger_config.py ├── test.pdf ├── utterances.csv └── utterances.tsv ├── conftest.py └── steamship_tests ├── __init__.py ├── agents ├── __init__.py ├── test_agent_limits.py ├── test_agent_service.py ├── test_agent_with_final_tool.py ├── test_cache.py ├── test_chat_history.py ├── test_function_agent_output_parser.py ├── test_functions_based_agent.py ├── test_message_formatting.py ├── test_openai.py ├── test_qa_agent.py ├── test_react_parse_output.py ├── tools │ ├── __init__.py │ ├── test_dalle_tool.py │ ├── test_fact_learner_tools.py │ ├── test_multiple_choice_tool.py │ └── test_vector_search_qa_tool.py └── transports │ ├── __init__.py │ ├── test_slack.py │ ├── test_telegram.py │ └── test_web.py ├── app ├── __init__.py ├── integration │ ├── __init__.py │ ├── test_adding_configuration.py │ ├── test_article_tagging.py │ ├── test_configurable_package_instance.py │ ├── test_e2e_mixins.py │ ├── test_e2e_mixins_importer_blockifier.py │ ├── test_e2e_mixins_indexer_pipeline.py │ ├── test_example_project_structure.py │ ├── test_get_params.py │ ├── test_header_passing.py │ ├── test_instance_init.py │ ├── test_package_error_visibility.py │ ├── test_package_instance.py │ ├── test_request_id.py │ ├── test_requirements_installation_isolation.py │ ├── test_returns_list.py │ ├── test_safe_hello_world.py │ ├── test_safe_loaded_package_with_bad_import.py │ ├── test_signed_url_package.py │ └── test_use_package.py └── unit │ ├── __init__.py │ ├── test_config_template_extraction.py │ ├── test_demo_app_spec.py │ ├── test_document_qa_example.py │ ├── test_indexer_mixin.py │ ├── test_indexer_pipeline_mixin.py │ ├── test_mixins.py │ ├── test_multi_inheritance.py │ ├── test_response.py │ ├── test_routes_on_superclasses.py │ └── test_training_input.py ├── base ├── __init__.py ├── test_binary_utils.py ├── test_configuration.py ├── test_serialization.py ├── test_steamship_error_serializable.py └── test_task.py ├── client ├── __init__.py ├── operations │ ├── __init__.py │ ├── test_blockify.py │ ├── test_classify.py │ ├── test_convert_ocr.py │ ├── test_embed.py │ ├── test_embed_file.py │ ├── test_embedding_index.py │ ├── test_tag.py │ └── test_tag_file.py ├── test_client.py └── test_task_dependencies.py ├── data ├── __init__.py ├── tags │ ├── __init__.py │ └── test_file_tags.py ├── test_app_version.py ├── test_block.py ├── test_chat.py ├── test_file.py ├── test_img.png ├── test_package.py ├── test_package_version.py ├── test_plugins.py ├── test_task_comments.py ├── test_workspace.py └── utterances.csv ├── experimental └── __init__.py ├── integrations ├── __init__.py ├── test_csv_importer.py ├── test_dalle.py ├── test_did.py ├── test_elevenlabs.py ├── test_google_image_search.py ├── test_google_search.py ├── test_gpt.py ├── test_openai_embedder.py ├── test_pdf_importer.py ├── test_stable_diffusion_2.py ├── test_wikipedia_importer.py └── test_youtube_transcript_importer.py ├── plugin ├── __init__.py ├── integration │ ├── __init__.py │ ├── test_e2e_async_blockifier.py │ ├── test_e2e_async_generator.py │ ├── test_e2e_blockifier.py │ ├── test_e2e_blockifier_markdown.py │ ├── test_e2e_configurable_tagger.py │ ├── test_e2e_corpus_importer.py │ ├── test_e2e_csv_blockifier.py │ ├── test_e2e_embedder.py │ ├── test_e2e_file_importer.py │ ├── test_e2e_file_importer_by_url.py │ ├── test_e2e_generator.py │ ├── test_e2e_get_training_parameters.py │ ├── test_e2e_logging_tagger.py │ ├── test_e2e_prompt_plugin.py │ ├── test_e2e_streaming_generator.py │ ├── test_e2e_tagger.py │ ├── test_e2e_third_party_trainable_tagger.py │ ├── test_e2e_trainable_tagger.py │ ├── test_e2e_tsv_blockifier.py │ ├── test_use_plugin.py │ └── test_use_skill.py └── unit │ ├── __init__.py │ ├── test_blockifier.py │ ├── test_capabilities.py │ ├── test_config_block.py │ ├── test_file_importer.py │ ├── test_response_post_update.py │ ├── test_service.py │ ├── test_tagger.py │ ├── test_trainable_tagger.py │ ├── test_trainable_tagger_config.py │ └── trainable │ ├── __init__.py │ ├── test_model_checkpoints.py │ └── util.py ├── server ├── __init__.py ├── test_package_local.py └── test_task_timeout.py └── utils ├── __init__.py ├── client.py ├── context.py ├── deployables.py ├── file.py ├── fixtures.py ├── random.py ├── test_camel_model.py ├── test_client.py ├── test_enums.py ├── test_kv_store.py ├── test_signed_urls.py ├── test_static_instance_methods.py ├── test_text_chunker.py └── test_zip_archives.py /.devcontainer/Dockerfile: 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