双11对话系统推荐

# 安装Rasa
# pip install rasa

# 创建一个新的Rasa项目
# rasa init

# 在domain.yml中定义意图和实体
intents:
  - greet
  - goodbye
  - affirm
  - deny
  - mood_great
  - mood_unhappy

entities:
  - product
  - order

# 在data/nlu.yml中添加训练数据
nlu:
- intent: greet
  examples: |
    - 你好
    - 您好
    - 早上好

- intent: goodbye
  examples: |
    - 再见
    - 拜拜

# 在data/stories.yml中定义对话流程
stories:
- story: 打招呼
  steps:
  - intent: greet
  - action: utter_greet

- story: 道别
  steps:
  - intent: goodbye
  - action: utter_goodbye

# 在actions/actions.py中定义自定义动作
from typing import Any, Text, Dict, List
from rasa_sdk import Action, Tracker
from rasa_sdk.executor import CollectingDispatcher

class ActionGreet(Action):
    def name(self) -> Text:
        return "action_greet"

    def run(self, dispatcher: CollectingDispatcher,
            tracker: Tracker,
            domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
        dispatcher.utter_message(text="你好！感谢你的咨询，请问有什么我可以帮助你的？")
        return []

class ActionGoodbye(Action):
    def name(self) -> Text:
        return "action_goodbye"

    def run(self, dispatcher: CollectingDispatcher,
            tracker: Tracker,
            domain: Dict[Text, Any]) -> List[Dict[Text, Any]]:
        dispatcher.utter_message(text="再见！感谢你的咨询，祝你有个愉快的一天！")
        return []

# 训练和启动Rasa服务器
# rasa train
# rasa run actions