├── .coveragerc ├── .dockerignore ├── .env ├── .gitattributes ├── .github ├── FUNDING.yml ├── ISSUE_TEMPLATE.md └── PULL_REQUEST_TEMPLATE.md ├── .gitignore ├── .travis.yml ├── CHANGELOG.rst ├── CODE_OF_CONDUCT.md ├── LICENSE.txt ├── MANIFEST.in ├── Makefile ├── README.md ├── alt_requirements ├── conda-requirements.txt ├── requirements_bare.txt ├── requirements_dev.txt ├── requirements_full.txt ├── requirements_mitie.txt ├── requirements_spacy_sklearn.txt └── requirements_tensorflow_sklearn.txt ├── app.json ├── cloudbuild.yaml ├── data ├── README.md ├── examples │ ├── dialogflow │ │ ├── agent.json │ │ ├── entities │ │ │ ├── cuisine.json │ │ │ ├── cuisine_entries_en.json │ │ │ ├── cuisine_entries_es.json │ │ │ ├── location.json │ │ │ ├── location_entries_en.json │ │ │ └── location_entries_es.json │ │ ├── intents │ │ │ ├── Default Fallback Intent.json │ │ │ ├── affirm.json │ │ │ ├── affirm_usersays_en.json │ │ │ ├── affirm_usersays_es.json │ │ │ ├── goodbye.json │ │ │ ├── goodbye_usersays_en.json │ │ │ ├── goodbye_usersays_es.json │ │ │ ├── hi.json │ │ │ ├── hi_usersays_en.json │ │ │ ├── hi_usersays_es.json │ │ │ ├── inform.json │ │ │ ├── inform_usersays_en.json │ │ │ └── inform_usersays_es.json │ │ └── package.json │ ├── luis │ │ └── demo-restaurants.json │ ├── rasa │ │ ├── demo-rasa.json │ │ ├── demo-rasa.md │ │ ├── demo-rasa_zh.json │ │ ├── demo-rasa_zh_medical.json │ │ └── demo-rasa_zh_movie.json │ └── wit │ │ └── demo-flights.json └── test │ ├── demo-rasa-noents.json │ ├── demo-rasa-small.json │ ├── demo-rasa-zh.json │ ├── dialogflow_en_converted_to_rasa.json │ ├── dialogflow_es_converted_to_rasa.json │ ├── json_converted_to_md.md │ ├── luis_converted_to_rasa.json │ ├── markdown_single_sections │ ├── regex_only.md │ └── synonyms_only.md │ ├── md_converted_to_json.json │ ├── multiple_files_json │ ├── demo-rasa-affirm.json │ ├── demo-rasa-goodbye.json │ ├── demo-rasa-greet.json │ └── demo-rasa-restaurant_search.json │ ├── multiple_files_markdown │ ├── demo-rasa-affirm.md │ ├── demo-rasa-goodbye.md │ ├── demo-rasa-greet.md │ └── demo-rasa-restaurant_search.md │ └── wit_converted_to_rasa.json ├── docker ├── Dockerfile_bare ├── Dockerfile_full ├── Dockerfile_mitie ├── Dockerfile_spacy_sklearn ├── Dockerfile_test └── docker-cloud.yml ├── docs ├── Makefile ├── _static │ ├── css │ │ └── custom.css │ └── images │ │ ├── component_lifecycle.png │ │ └── rasa_nlu_intent_gui.png ├── _templates │ └── layout.html ├── changelog.rst ├── closeloop.rst ├── community.rst ├── conf.py ├── config.rst ├── context.rst ├── contribute.rst ├── dataformat.rst ├── entities.rst ├── evaluation.rst ├── faq.rst ├── http.rst ├── index.rst ├── installation.rst ├── key.enc ├── languages.rst ├── license.rst ├── migrating.rst ├── migrations.rst ├── persist.rst ├── pipeline.rst ├── poll.html ├── python.rst └── tutorial.rst ├── entrypoint.sh ├── heroku ├── Procfile └── runtime.txt ├── jieba_userdict └── jieba_userdict.txt ├── rasa_nlu ├── __init__.py ├── classifiers │ ├── __init__.py │ ├── embedding_intent_classifier.py │ ├── keyword_intent_classifier.py │ ├── mitie_intent_classifier.py │ └── sklearn_intent_classifier.py ├── components.py ├── config.py ├── convert.py ├── data_router.py ├── emulators │ ├── __init__.py │ ├── dialogflow.py │ ├── luis.py │ └── wit.py ├── evaluate.py ├── extractors │ ├── __init__.py │ ├── crf_entity_extractor.py │ ├── duckling_extractor.py │ ├── duckling_http_extractor.py │ ├── entity_synonyms.py │ ├── mitie_entity_extractor.py │ └── spacy_entity_extractor.py ├── featurizers │ ├── __init__.py │ ├── count_vectors_featurizer.py │ ├── mitie_featurizer.py │ ├── ngram_featurizer.py │ ├── regex_featurizer.py │ └── spacy_featurizer.py ├── model.py ├── persistor.py ├── project.py ├── registry.py ├── run.py ├── schemas │ └── nlu_model.yml ├── server.py ├── tokenizers │ ├── __init__.py │ ├── jieba_tokenizer.py │ ├── mitie_tokenizer.py │ ├── spacy_tokenizer.py │ ├── whitespace_tokenizer.py │ └── yaha_tokenizer.py ├── train.py ├── training_data │ ├── __init__.py │ ├── formats │ │ ├── __init__.py │ │ ├── dialogflow.py │ │ ├── luis.py │ │ ├── markdown.py │ │ ├── rasa.py │ │ ├── readerwriter.py │ │ └── wit.py │ ├── loading.py │ ├── message.py │ ├── training_data.py │ └── util.py ├── utils │ ├── __init__.py │ ├── mitie_utils.py │ └── spacy_utils.py └── version.py ├── requirements.txt ├── sample_configs ├── config_crf.yml ├── config_defaults.yml ├── config_embedding.yml ├── config_jieba_mitie.yml ├── config_jieba_mitie_sklearn.json ├── config_jieba_mitie_sklearn.yml ├── config_jieba_mitie_sklearn_plus_dict_path.yml ├── config_mitie.yml ├── config_mitie_sklearn.yml ├── config_spacy.yml ├── config_spacy_duckling.yml ├── config_train_server_json.yml ├── config_train_server_md.yml └── config_yaha_mitie_sklearn.json ├── setup.cfg ├── setup.py ├── test_models ├── test_model_mitie │ └── model_20170628-002704 │ │ ├── entity_extractor.dat │ │ ├── entity_synonyms.json │ │ ├── intent_classifier.dat │ │ ├── metadata.json │ │ └── 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