rasa

(★ 21,299)

💬 텍스트 및 음성 기반 대화를 자동화하는 오픈 소스 머신러닝 프레임워크: NLU, 대화 관리, Slack, Facebook 등과의 연동 - 챗봇 및 음성 비서 제작

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최종 버전 다운로드 (.zip)

- devcontainer.json
- docker-compose.yml
- Dockerfile
- - mr-test-example.yaml
  - mr-test-schedule.json
  - tf-cuda.json
- - config.yml
- - flake8-error-matcher.json
- - github-runner-deployment.yaml.tmpl
- - download_pretrained.py
  - mr_generate_summary.py
  - mr_publish_results.py
  - start_dd_agent.sh
  - validate_cpu.py
  - validate_gpus.py
- - configuration_variables.tmpl
  - model_regression_test_config_comment.tmpl
  - model_regression_test_config_to_json.tmpl
  - model_regression_test_read_dataset_branch.tmpl
  - model_regression_test_results.tmpl
  - README.md
- - test_download_pretrained.py
  - test_model_regression_test_read_dataset_branch_tmpl.py
  - test_model_regression_test_results_tmpl.py
  - test_mr_generate_summary.py
  - test_mr_publish_results.py
  - test_validate_gpus.py
- - automatic-pr-update.yml
  - ci-docs-tests.yml
  - ci-github-actions.yml
  - ci-model-regression-on-schedule.yml
  - ci-model-regression.yml
  - continous-integration.yml
  - dependabot-batch-updater.yml
  - documentation.yml
  - nightly_release.yml
  - rasa-install-cron-check.yml
  - security-scans.yml
  - semgrep-check.yml
  - spellcheck.yml
- change_filters.yml
- dependabot.yml
- ISSUE_TEMPLATE.md
- no-response.yml
- poetry_version.txt
- PULL_REQUEST_AUTOMATIC_TEMPLATE.md
- PULL_REQUEST_TEMPLATE.md
- stale.yml
- postBuild
- _template.md.jinja2
- README.md
- - config_featurizers.yml
  - default_config.yml
  - default_english_config.yml
  - default_spacy_config.yml
  - example_for_suggested_config.yml
  - example_for_suggested_config_after_train.yml
  - pretrained_embeddings_convert_config.yml
  - pretrained_embeddings_mitie_config_1.yml
  - pretrained_embeddings_mitie_config_2.yml
  - pretrained_embeddings_spacy_config.yml
  - supervised_embeddings_config.yml
- - config_pretrained_embeddings_mitie_predict_schema.yml
  - config_pretrained_embeddings_mitie_train_schema.yml
  - config_pretrained_embeddings_mitie_zh_predict_schema.yml
  - config_pretrained_embeddings_mitie_zh_train_schema.yml
  - config_pretrained_embeddings_spacy_duckling_predict_schema.yml
  - config_pretrained_embeddings_spacy_duckling_train_schema.yml
  - default_config_core_predict_schema.yml
  - default_config_core_train_schema.yml
  - default_config_e2e_predict_schema.yml
  - default_config_e2e_train_schema.yml
  - default_config_finetune_epoch_fraction_schema.yml
  - default_config_finetune_schema.yml
  - default_config_nlu_predict_schema.yml
  - default_config_nlu_train_schema.yml
  - default_config_predict_schema.yml
  - default_config_train_schema.yml
  - graph_config_short_predict_schema.yml
  - graph_config_short_train_schema.yml
  - keyword_classifier_config_predict_schema.yml
  - keyword_classifier_config_train_schema.yml
  - max_hist_config_predict_schema.yml
  - max_hist_config_train_schema.yml
- - nlu.yml
- - config_embedding_test.yml
  - demo-rasa-composite-entities.yml
  - demo-rasa-lookup-ents.yml
  - demo-rasa-more-ents-and-multiplied.yml
  - demo-rasa-no-ents.yml
  - demo-rasa-noents.json
  - demo-rasa-small.json
  - demo-rasa-zh.json
  - dialogflow_en_converted_to_rasa.json
  - dialogflow_es_converted_to_rasa.json
  - hf_transformers_models.txt
  - incorrect_nlu_format.yml
  - luis_converted_to_rasa.json
  - many_intents.yml
  - md_converted_to_json.json
  - overlapping_regex_entities.yml
  - simple_retrieval_intent_nlu.yml
  - stories_default_retrieval_intents.yml
  - synonyms_only.yml
  - training_data_containing_special_chars.json
  - wit_converted_to_rasa.json
- - config.yml
  - domain.yml
- - custom_slots.py
  - graph_component_interface.py
  - nlu_component_skeleton.py
  - registered_component.py
- - config_crf_custom_features.yml
  - config_crf_no_pattern_feature.yml
  - config_crf_no_regex.yml
  - config_crf_no_synonyms.yml
  - config_default_assistant_id_value.yml
  - config_defaults.yml
  - config_embedding_intent_response_selector.yml
  - config_empty_en.yml
  - config_empty_en_after_dumping.yml
  - config_empty_en_after_dumping_core.yml
  - config_empty_en_after_dumping_nlu.yml
  - config_empty_fr.yml
  - config_empty_fr_after_dumping.yml
  - config_language_only.yml
  - config_no_assistant_id.yml
  - config_no_assistant_id_with_comments.yml
  - config_pipeline_empty.yml
  - config_pipeline_missing.yml
  - config_policies_empty.yml
  - config_policies_missing.yml
  - config_pretrained_embeddings_convert.yml
  - config_pretrained_embeddings_mitie.yml
  - config_pretrained_embeddings_mitie_2.yml
  - config_pretrained_embeddings_mitie_diet.yml
  - config_pretrained_embeddings_mitie_zh.yml
  - config_pretrained_embeddings_spacy.yml
  - config_pretrained_embeddings_spacy_de.yml
  - config_pretrained_embeddings_spacy_duckling.yml
  - config_response_selector_minimal.yml
  - config_spacy_entity_extractor.yml
  - config_supervised_embeddings.yml
  - config_supervised_embeddings_duckling.yml
  - config_ted_policy_model_checkpointing.yml
  - config_ted_policy_model_checkpointing_zero_eval_num_examples.yml
  - config_ted_policy_model_checkpointing_zero_every_num_epochs.yml
  - config_ted_policy_no_model_checkpointing.yml
  - config_train_server_json.yml
  - config_train_server_md.yml
  - config_unique_assistant_id.yml
  - config_with_comment_between_suggestions.yml
  - config_with_comments.yml
  - config_with_comments_after_dumping.yml
  - embedding_random_seed.yaml
  - example_config.yaml
  - graph_config.yml
  - graph_config_short.yml
  - keyword_classifier_config.yml
  - max_hist_config.yml
  - no_max_hist_config.yml
  - stack_config.yml
  - test_moodbot_config_no_assistant_id.yml
- - config.yml
  - domain.yml
  - nlu.yml
  - stories.yml
- - conditional_response_variations.yml
  - custom_slot_domain.yml
  - default.yml
  - default_retrieval_intents.yml
  - default_unfeaturized_entities.yml
  - default_with_mapping.yml
  - default_with_slots.yml
  - domain_with_categorical_slot.yml
  - duplicate_actions.yml
  - duplicate_entities.yml
  - duplicate_intents.yml
  - duplicate_responses.yml
  - empty_response_format.yml
  - form.yml
  - initial_slot_values_greet_and_goodbye.yml
  - invalid_format.yml
  - minimal_domain_validate_files_with_active_loop_null.yml
  - missing_chitchat_response.yml
  - missing_text_for_templates.yml
  - mixed_retrieval_intents.yml
  - people_form.yml
  - query_form.yml
  - response_selector_responses_in_domain.yml
  - restaurant_form.yml
  - selectors.yml
  - simple_retrieval_intent.yml
  - travel_form.yml
  - valid_actions.yml
  - wrong_custom_response_format.yml
  - wrong_response_format.yml
- - config.yml
  - domain.yml
- - __init__.py
  - cert.pem
  - custom_tracker_endpoints.yml
  - endpoints_redis.yml
  - endpoints_sql.yml
  - example_endpoints.yml
  - model_endpoint.yml
- - test_end_to_end_story.yml
  - test_end_to_end_trips_circuit_breaker.yml
  - test_form_end_to_end_stories.yml
  - test_stories_trip_circuit_breaker.yml
  - test_story_unknown_entity.yml
- - config.yml
  - domain.yml
  - nlu.yml
  - stories.yml
- - config.yml
  - domain.yml
  - nlu.yml
  - stories.yml
- - test_invalid_format_value_in_config.yml
  - test_invalid_handler_key_in_config.yml
  - test_invalid_value_for_level_in_config.yml
  - test_logging_config.yml
  - test_missing_required_key_invalid_config.yml
  - test_non_existent_handler_id.yml
- - training_data.yml
- - config.yml
  - credentials.yml
  - domain.yml
  - unexpected_intent_policy_config.yml
- - config.yml
  - domain.yml
- - stories_part_1.yml
  - stories_part_2.yml
- - nlu.yml
- - config.yml
- - domain_with_response_ids.yml
- - test_nlu_validate_files_with_active_loop_null.yml
- - domain_with_only_responses.yml
  - nlu_no_responses.yml
  - nlu_with_unicode.yml
  - sara_nlu_data.yml
- - nlu.yml
  - rules.yml
  - stories.yml
- - __init__.py
  - config.yml
  - domain.yml
- - default.yml
  - responses_utter_rasa.yml
- - config.yml
  - domain.yml
- - nlu.yml
- - config.yml
  - domain.yml
- - naughty_strings.json
- - tracker_moodbot.json
  - tracker_moodbot_with_new_utterances.json
- - domain.yml
- - intent_with_leading_slash.yml
  - wrong_yaml.yml
- - non_test_full_retrieval_intent_story.yml
  - rules_greet_and_goodbye.yml
  - rules_missing_intent.yml
  - rules_with_stories_sorted.yaml
  - rules_without_stories.yml
  - rules_without_stories_and_wrong_names.yml
  - simple_story_with_only_end.yml
  - stories.yml
  - stories_and_rules.yml
  - stories_checkpoint_after_or.yml
  - stories_conflicting_1.yml
  - stories_conflicting_2.yml
  - stories_conflicting_3.yml
  - stories_conflicting_4.yml
  - stories_conflicting_5.yml
  - stories_conflicting_6.yml
  - stories_conflicting_at_1.yml
  - stories_defaultdomain.yml
  - stories_e2e.yml
  - stories_form.yml
  - stories_hybrid_e2e.yml
  - stories_missing_intent.yml
  - stories_restart.yml
  - stories_retrieval_intents.yml
  - stories_simple.yml
  - stories_unexpected_intent_unlearnable.yml
  - stories_unfeaturized_entities.yml
  - stories_unused_checkpoints.yml
  - stories_with_cycle.yml
  - stories_with_rules_conflicting.yml
  - story_slot_different_types.yml
  - story_with_or_and_entities.yml
  - story_with_or_and_entities_with_no_value.yml
  - story_with_or_slot_was_set.yml
  - story_with_slot_was_set.yml
  - story_with_two_equal_or_statements.yml
  - test_base_retrieval_intent_story.yml
  - test_base_retrieval_intent_wrong_prediction.yml
  - test_failed_entity_extraction_comment.yml
  - test_full_retrieval_intent_story.yml
  - test_full_retrieval_intent_wrong_prediction.yml
  - test_multiple_action_unlikely_intent_warnings.yml
  - test_prediction_with_correct_intent_wrong_entity.yml
  - test_prediction_with_wrong_intent_correct_entity.yml
  - test_prediction_with_wrong_intent_wrong_entity.yml
  - test_stories_entity_annotations.yml
- README.md
- - config_pretrained_embeddings_mitie.yml
  - config_pretrained_embeddings_spacy_de.yml
  - config_pretrained_embeddings_spacy_en.yml
  - config_pretrained_embeddings_spacy_en_duckling.yml
  - config_pretrained_embeddings_spacy_it.yml
- .dockerignore
- docker-bake.hcl
- docker-cloud.yml
- docker-compose.yml
- Dockerfile.base
- Dockerfile.base-builder
- Dockerfile.base-mitie
- Dockerfile.base-poetry
- Dockerfile.full
- Dockerfile.pretrained_embeddings_mitie_en
- Dockerfile.pretrained_embeddings_spacy_de
- Dockerfile.pretrained_embeddings_spacy_en
- Dockerfile.pretrained_embeddings_spacy_it
- - actions.mdx
  - arch-overview.mdx
  - architecture-img.png
  - architecture.mdx
  - business-logic.mdx
  - chitchat-faqs.mdx
  - command-line-interface.mdx
  - compatibility-matrix.mdx
  - component-lifecycle-img.png
  - components.mdx
  - contextual-conversations.mdx
  - conversation-driven-development.mdx
  - custom-actions.mdx
  - custom-graph-components.mdx
  - default-actions.mdx
  - domain.mdx
  - event-brokers.mdx
  - fallback-handoff.mdx
  - forms.mdx
  - generating-nlu-data.mdx
  - glossary.mdx
  - graph-recipe.mdx
  - http-api.mdx
  - introduction.mdx
  - jupyter-notebooks.mdx
  - language-support.mdx
  - lock-stores.mdx
  - markers.mdx
  - messaging-and-voice-channels.mdx
  - migrate-from.mdx
  - migration-guide.mdx
  - model-configuration.mdx
  - model-storage.mdx
  - nlg.mdx
  - nlu-only-server.mdx
  - nlu-only.mdx
  - nlu-training-data.mdx
  - pii-management.mdx
  - policies.mdx
  - rasa-pro-changelog.mdx
  - rasa-pro.mdx
  - reaching-out-to-user.mdx
  - responses.mdx
  - rules.mdx
  - sdk_changelog.mdx
  - secrets-managers.mdx
  - setting-up-ci-cd.mdx
  - slot-validation-actions.mdx
  - spaces.mdx
  - stories.mdx
  - testing-your-assistant.mdx
  - tracker-stores.mdx
  - training-data-format.mdx
  - training-data-importers.mdx
  - tuning-your-model.mdx
  - unexpected-input.mdx
  - writing-stories.mdx
- - included_source.js
  - program_output.js
- - compile_included_sources.js
  - compile_program_outputs.js
  - compile_telemetry_reference.js
  - compile_variables.js
  - copy_md_files.js
  - update_versioned_sources.js
- .gitignore
- babel.config.js
- docusaurus.config.js
- netlify.toml
- package.json
- pydoc-markdown.yml
- README.md
- sidebars.js
- yarn.lock
- - config.yml
  - domain.yml
  - endpoints.yml
  - README.md
- - config.yml
  - domain.yml
- - config.yml
  - domain.yml
  - endpoints.yml
  - README.md
- - config.yml
  - domain.yml
  - endpoints.yml
  - knowledge_base_data.json
  - README.md
- - config.yml
  - credentials.yml
  - domain.yml
  - README.md
- - __init__.py
  - nlg_server.py
- - callback_server.py
  - config.yml
  - credentials.yml
  - domain.yml
  - endpoints.yml
  - README.md
- - config.yml
  - domain.yml
  - README.md
- - config.yml
  - domain.yml
  - endpoints.yml
- __init__.py
- - __init__.py
  - data.py
  - evaluate.py
  - export.py
  - interactive.py
  - run.py
  - scaffold.py
  - shell.py
  - telemetry.py
  - test.py
  - train.py
  - utils.py
  - visualize.py
  - x.py
- - __init__.py
  - agent.py
  - constants.py
  - exceptions.py
  - exporter.py
  - http_interpreter.py
  - jobs.py
  - lock.py
  - lock_store.py
  - migrate.py
  - processor.py
  - run.py
  - test.py
  - tracker_store.py
  - train.py
  - utils.py
  - visualize.py
- - __init__.py
  - caching.py
  - constants.py
  - exceptions.py
  - graph.py
  - loader.py
  - validation.py
- - __init__.py
- - __init__.py
  - constants.py
  - convert.py
  - model.py
  - persistor.py
  - run.py
  - test.py
- - __init__.py
  - constants.py
  - data.py
  - exceptions.py
- - __init__.py
  - common.py
  - converter.py
  - endpoints.py
  - io.py
  - log_utils.py
  - plotting.py
  - train_utils.py
- __init__.py
- __main__.py
- api.py
- constants.py
- exceptions.py
- jupyter.py
- model.py
- model_testing.py
- model_training.py
- plugin.py
- server.py
- telemetry.py
- validator.py
- version.py
- download_transformer_model.py
- evaluate_release_tag.py
- lint_changelog_files.sh
- lint_python_docstrings.sh
- ping_slack_about_package_release.sh
- poetry-version.sh
- prepare_nightly_release.py
- publish_gh_release_notes.py
- push_docs_to_branch.sh
- read_tensorflow_version.sh
- release.py
- write_keys_file.sh
- - __init__.pyi
  - robust_channel.pyi
- sanic.pyi
- socketio.pyi
- - README.md
- README.md
- - __init__.py
  - conftest.py
  - test_cli.py
  - test_rasa_data.py
  - test_rasa_evaluate_markers.py
  - test_rasa_export.py
  - test_rasa_init.py
  - test_rasa_interactive.py
  - test_rasa_run.py
  - test_rasa_shell.py
  - test_rasa_test.py
  - test_rasa_train.py
  - test_rasa_visualize.py
  - test_rasa_x.py
  - test_utils.py
- - __init__.py
  - conftest.py
  - test_actions.py
  - test_agent.py
  - test_broker.py
  - test_channels.py
  - test_ensemble.py
  - test_evaluation.py
  - test_examples.py
  - test_exporter.py
  - test_http_interpreter.py
  - test_lock_store.py
  - test_migrate.py
  - test_nlg.py
  - test_policies.py
  - test_processor.py
  - test_restore.py
  - test_run.py
  - test_test.py
  - test_tracker_stores.py
  - test_training.py
  - test_utils.py
  - utilities.py
- - __init__.py
  - test_docs_embedded_modules.py
  - test_docs_header_hierarchy.py
  - test_docs_training_data.py
  - test_docs_use_base_url.py
- - __init__.py
  - conftest.py
  - graph_components_test_classes.py
  - test_caching.py
  - test_graph.py
  - test_graph_node.py
  - test_loader.py
  - test_validation.py
- - test_example_bots_training_data.py
- - __init__.py
- - __init__.py
- - __init__.py
  - conftest.py
  - test_evaluation.py
  - test_persistor.py
  - test_spacy_utils.py
  - test_train.py
  - test_utils.py
  - utilities.py
- - test_action_extract_slots_11333.py
  - test_action_two_stage_fallback_11294.py
  - test_domain_merge_multiple_files_with_custom_session_config_and_no_session_config.py
- - __init__.py
  - test_evaluate_release_tag.py
- - __init__.py
  - test_data.py
  - test_shared.py
- - __init__.py
  - test_common.py
  - test_endpoints.py
  - test_io.py
  - test_plotting.py
  - test_train_utils.py
- __init__.py
- conftest.py
- dialogues.py
- test_default_project.py
- test_dependencies.py
- test_memory_leak.py
- test_model.py
- test_model_testing.py
- test_model_training.py
- test_plugin.py
- test_server.py
- test_telemetry.py
- test_validator.py
- train.py
- utilities.py
- .env.example
- docker-compose.integration.yml
- docker-compose.kafka.yml
- kafka_server_jaas.conf
- README.md
.codeclimate.yml
.coveragerc
.deepsource.toml
.dockerignore
.env
.gitattributes
.gitignore
.mergepal.yml
.pre-commit-config.yaml
.typo-ci.yml
CHANGELOG.mdx
cloudbuild.yaml
CODE_OF_CONDUCT.md
CODEOWNERS
CONTRIBUTING.md
Dockerfile
LICENSE.txt
Makefile
NOTICE
poetry.lock
PRINCIPLES.md
pyproject.toml
README.md
secrets.tar.enc
security.txt
trivy-secret.yaml

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/RasaHQ/rasa

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd rasa

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Docker

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Docker Desktop 컨테이너를 빌드하고 실행하려면 필요합니다. 설치 후 실행해서 백그라운드에 켜두세요.

docker build -t rasa .

Dockerfile을 기반으로 실행 가능한 이미지를 빌드합니다.

docker run -p 8080:80 rasa

빌드된 이미지를 실제 컨테이너로 실행합니다.

✅ 터미널에 docker compose ps 를 입력해 컨테이너들이 Up 상태인지 확인하세요. README에 포트 번호가 적혀있다면 브라우저에서 http://localhost:포트번호 로 접속해보세요.

3. Python

쉬움

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

pip install .

PyPI에 배포된 패키지를 바로 설치합니다. 소스 클론이 필요 없습니다.

python <실행할 파일명>.py # README에서 정확한 실행 파일명을 확인하세요

파이썬 스크립트(또는 모듈)를 실행합니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

4. Make

보통

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Make Linux/macOS는 보통 기본 설치되어 있습니다. Windows는 별도 설치(예: MSYS2, WSL)가 필요합니다.

make install

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

make prepare-tests-ubuntu # Ubuntu/Debian

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

make prepare-tests-macos # macOS

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

make test # Run tests

생성된 빌드 설정을 바탕으로 실제 컴파일을 진행해 실행 파일을 만듭니다.

✅ 에러 없이 끝나면 성공입니다. 생성된 실행 파일을 직접 실행해보세요.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

// repository documentation

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rasa

파일 탐색기

# 설치 가이드

2. Docker

3. Python

4. Make

오늘의 추천 프로젝트

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rasa

파일 탐색기

# 설치 가이드

2. Docker

3. Python

4. Make

오늘의 추천 프로젝트

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Recent Feedback

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