{"id":14970771,"url":"https://github.com/howl-anderson/rasa_contrib","last_synced_at":"2025-10-26T13:31:32.066Z","repository":{"id":34985306,"uuid":"182784710","full_name":"howl-anderson/rasa_contrib","owner":"howl-anderson","description":"rasa_contrib is a addon package for rasa. 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It provide some useful/powerful addition component.\n\n## component\n\nCurrently, it includes:\n\n*  addons_intent_classifier_textcnn_tf\n\n    TextCNN based intent classifier, based on TensorFlow\n    \n*  addons_intent_classifier_textcnn_paddle\n\n    TextCNN based intent classifier, based on PaddlePaddle\n    \n*  addons_ner_bilstm_crf_tf\n\n    Embedding+BiLSTM+CRF based NER extractor, based on TensorFlow\n    \n*  addons_ner_bilstm_crf_paddle\n\n    Embedding+BiLSTM+CRF based NER extractor, based on PaddlePaddle\n\n* bert_text_featurizer\n    get BERT-based text vector feature\n    \n* bert_char_featurizer\n    get BERT-based char/word vector feature\n\n\n\nIt also includes (but still work in progress):\n\n*  MicroAddonsTokenizer\n\n    Chinese tokenizer component, based on [MicroTokenizer](https://github.com/howl-anderson/MicroTokenizer)\n    \n*  StackedBilstmTensorFlowPolicy\n\n    Stacked Bilstm based dialog policy, based on TensorFlow\n    \n*  StackedBilstmPaddlePolicy\n\n    Stacked Bilstm based dialog policy, based on PaddlePaddle\n    \n\n## how to use it\nUsing the class path to the place where you should given a component name in config.yaml. This is a feature of rasa, see here for more document from rasa official document.\n\nFor example, your config.yml can be:\n```yaml\nlanguage: \"zh\"\n\npipeline:\n  - name: \"rasa_contrib.nlu..TensorflowNLP\"\n  - name: \"rasa_contrib.nlu..BilstmCrfTensorFlowEntityExtractor\"\n    max_steps: 600\n  - name: \"rasa_contrib.nlu.TextCnnTensorFlowClassifier\"\n    max_steps: 600\n\npolicies:\n  - name: MemoizationPolicy\n  - name: rasa_contrib.core.StackedBilstmTensorFlowPolicy\n```\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhowl-anderson%2Frasa_contrib","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhowl-anderson%2Frasa_contrib","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhowl-anderson%2Frasa_contrib/lists"}