rasa填槽slot

系统管理员 2022-09-05 05:14 141阅读 0赞

### 文章目录 ###

*   *  参考地址
     *  nul.yml
     *  stories.yml
     *  domain.yml
     *  供参考的config.yml
     *  效果

## 参考地址 ##

*  [官网stories说明][stories]
 *  [官网forms说明][forms]

## nul.yml ##

version: '2.0'
    nlu:
      - intent: greet
        examples: |
          - 你好[小智](PERSON)
          - 你好啊[小智](PERSON)
          - 早上好[小智](PERSON)
          - 晚上好[小智](PERSON)
          - hello[小智](PERSON)
          - hi[小智](PERSON)
          - 嗨[小智](PERSON)
          - 嗨喽[小智](PERSON)
          - 见到你很高兴[小智](PERSON)
          - 嘿[小智](PERSON)
          - 早[小智](PERSON)
          - 上午好[小智](PERSON)
          - hello哈喽[小智](PERSON)
          - 哈喽哈喽[小智](PERSON)
          - hello hello[小智](PERSON)
          - 喂喂[小智](PERSON)
          ........

## stories.yml ##

version: '2.0'
    stories:
      - story: greet
        steps:
          - intent: greet
          - slot_was_set:
              - PERSON: true
          - action: utter_answer_greet
          - intent: whoareyou
          - action: utter_answer_greet
          - intent: bot_challenge
          - action: utter_answer_greet
          - intent: stop
          - action: utter_answer_greet
          - intent: deny
          - action: utter_answer_greet
           ................

## domain.yml ##

version: '2.0'
    config:
      store_entities_as_slots: true
    session_config:
      session_expiration_time: 60
      carry_over_slots_to_new_session: true
    intents:
    - greet:
        use_entities: true
    - goodbye:
        use_entities: true
    - whoareyou:
        use_entities: true
    - whattodo:
        use_entities: true
    - thanks:
        use_entities: true
    - deny:
        use_entities: true
    - affirm:
        use_entities: true
    - chitchat:
        use_entities: true
    - stop:
        use_entities: true
    - search_syndrome:
        use_entities: true
    - bot_challenge:
        use_entities: true
    - jisuanji:
        use_entities: true
    - problem:
        use_entities: true
    - install_debug:
        use_entities: true
    entities:
    - syndrome
    - name
    - PERSON
    - LO
    - ORG
    - PRODUCT
    - DATE
    - TIME
    - GPE
    slots:
      syndrome:
        type: rasa.shared.core.slots.TextSlot
        initial_value: null
        auto_fill: true
        influence_conversation: true
      PERSON:
        type: rasa.shared.core.slots.TextSlot
        initial_value: “小智”
        auto_fill: true
        influence_conversation: true
    responses:
      utter_answer_greet:
      - text: 您好，我是{
        PERSON}，请问有什么可以帮您？
      - text: 您好，我是{
        PERSON}，您可以发送“你会什么？”
      ...........

## 供参考的config.yml ##

# SpacyNLP 配置
    language: "zh"
    
    pipeline:
      - name: SpacyNLP
        model: "zh_core_web_lg"
        case_sensitive: TRUE
        intent_tokenization_flag: True
        intent_split_symbol: "_"
      - name: "SpacyEntityExtractor"
        dimensions: ["PERSON", "LOC", "ORG", "PRODUCT", "DATE", "TIME", "GPE"]
      - name: SpacyTokenizer
      - name: SpacyFeaturizer
      - name: RegexFeaturizer
      - name: LexicalSyntacticFeaturizer
      - name: CountVectorsFeaturizer
      - name: CountVectorsFeaturizer
        analyzer: "char_wb"
        min_ngram: 1
        max_ngram: 4
      - name: DIETClassifier
        epochs: 100
      - name: EntitySynonymMapper
      - name: ResponseSelector
        epochs: 100
    
    # 系统决策
    policies:
      - name: MemoizationPolicy
      - name: TEDPolicy
        max_history: 5
        epochs: 100
      - name: RulePolicy
      - name: MappingPolicy
      - name: FormPolicy
      - name: FallbackPolicy
        nlu_threshold: 0.5
        core_threshold: 0.5
        ambiguity_threshold: 0.1
        fallback_action_name: 'utter_answer_donknow'
    
    # 会话控制
    session_config:
      carry_over_slots_to_new_session: true
      session_expiration_time: 60

## 效果 ##

![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzM1Mzg1Njg3_size_16_color_FFFFFF_t_70_pic_center]

[stories]: https://rasa.com/docs/rasa/stories
[forms]: https://rasa.com/docs/rasa/2.5.x/forms
[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzM1Mzg1Njg3_size_16_color_FFFFFF_t_70_pic_center]: /images/20220829/dc5489ebec1f4688a8a5c868c3328fa6.png