config.yml

language: "zh"

#pipeline:
#- name: "JiebaTokenizer"
#- name: "CRFEntityExtractor"
#
#- name: "rasa_nlu_gao.extractors.jieba_pseg_extractor.JiebaPsegExtractor"
#  part_of_speech: ["nr","ns","nt"]
#
#- name: "rasa_nlu_gao.featurizers.bert_vectors_featurizer.BertVectorsFeaturizer"
#  ip: '127.0.0.1'
#  port: 5555
#  port_out: 5556
#  show_server_config: True
#  timeout: 10000
#  check_version: False
#- name: "rasa_nlu_gao.classifiers.embedding_bert_intent_classifier.EmbeddingBertIntentClassifier"

pipeline:
  - name: "JiebaTokenizer"
  - name: "rasa_nlu_gao.featurizers.bert_vectors_featurizer.BertVectorsFeaturizer"
    ip: '127.0.0.1'
    port: 5555
    port_out: 5556
    show_server_config: True
    timeout: 10000
  - name: "rasa_nlu_gao.classifiers.embedding_bert_intent_classifier.EmbeddingBertIntentClassifier"
  - name: "CRFEntityExtractor"

policies:
  - name: "policy.attention_policy.AttentionPolicy"
    epochs: 100
    featurizer:
    - name: MaxHistoryTrackerFeaturizer
      max_history: 3
      state_featurizer:
        - name: LabelTokenizerSingleStateFeaturizer
    tf_config: {
      "inter_op_parallelism_threads": 0,
      "intra_op_parallelism_threads": 0,
      "gpu_options": {"allow_growth": True}
    }

  - name: FallbackPolicy
    fallback_action_name: 'action_default_fallback'
    nlu_threshold: 0.5    # 所有intent都低于此值时候会触发
    core_threshold: 0.2   # 无一action高于此值时候会触发
  - name: MemoizationPolicy
    max_history: 3

  - name: MappingPolicy