[20220613][init][scope]all;desc init this project

.gitignore

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+# for Dev
+*.db
+*.db-shm
+*.db-wal
+*.log
+*.json
+bin_data/total_word_feature_extractor.dat
+models/*.tar.gz
+*.tar.gz
+
+# for IDE
+.idea
+
+# for python
+__pycache__/*
+log
+models
+.rasa

README.md

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+## 训练 Rasa 模型
+```bash
+rasa train
+```
+
+##启动Rasa服务器和客户端
+```bash
+rasa shell
+```
+
+```buildoutcfg
+rasa run --enable-api --verbose
+```
+
+```buildoutcfg
+
+paddlespeech_server start --config_file ./conf/tts_online_application.yaml
+
+```
+
+尝试输入一些查询，例如“如何检查面试结果？” 并查看回复。
+
+玩得开心！
+
+
+
+## 功能
+
+ + 查询武将、城池与势力等单体的属性，总体情况
+   + 武将各属性： 如诸葛亮的出生地在哪，张飞的武力是多少， 陈宫的智力有80吗， 关于的枪兵能力怎么样， 刘备的特技是什么等
+   + 城池各属性： 洛阳的武将都有谁， 开封有多少钱， 与长安相邻的城市有哪些等
+   + 势力各属性： 李渊势力有多少武将， 刘邦的军师是谁，赵匡胤有多少个城池
+ + 查询总体情况：
+   + 姓刘的都有谁
+   + 成吉思汗哪个属性最弱
+   + 司马懿的哪个兵种最强
+   + 金钱超过8000的都有哪些城市、势力
+   + 武力超过80的都有谁
+   + 当前还有几个势力
+   + 哪个势力钱最多
+   + 哪个城市最富有
+   + 哪里马最多
+   + 长安是谁的势力范围
+ + 双条件查询：
+   + 曹操手下姓张的有谁
+   + 朱元璋手下政治最高的是谁
+   + 谁的统帅与武力都超过80？
+   + 出生在洛阳的人中，谁的智力最高
+   + 秦的城池中，哪个最穷？
+ + 比较：
+   + 关羽与赵云谁的武力高；
+   + 徐达的枪兵有李世民的厉害吗
+   + 洛阳与寿春比，谁的马匹更多
+   + 刘备与刘邦比谁的城多？
+   + 梓潼相邻城的数量有没有江夏的多
+ + 最短路径:
+   + 从襄阳到柴桑需要经过几个城市
+
+
+
+
+
+```
+python的webrtc库实现语音端点检测:
+https://blog.csdn.net/u012123989/article/details/72771667
+https://github.com/wangshub/python-vad
+
+DNN based hotword and wake word detection toolkit 
+https://github.com/seasalt-ai/snowboy
+
+树莓派-语音聊天机器人实现
+http://www.chenjianqu.com/show-42.html
+```
+

actions.py

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+import typing
+from typing import Any, Dict, List, Text
+from rasa_sdk import Action, Tracker
+from rasa_sdk.events import SlotSet
+from rasa_sdk.executor import CollectingDispatcher
+from rasa_sdk import utils
+from chitchat_response import CDial
+
+if typing.TYPE_CHECKING:  # pragma: no cover
+    from rasa_sdk.types import DomainDict
+
+from process_data.keymap import *
+from process_data.neokb import SearchDB
+
+kb = SearchDB()
+unrelated_lm = CDial()  # unrelated_lm: unrelated language model response generator
+
+
+class ActionPersonIntro(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_person_intro"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('person')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.person(entity)
+            )
+            texts = [f'{inv_person_map.get(k)}:{v}' for k, v in obj.items() if inv_person_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionCityIntro(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_city_intro"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('city')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.city(entity)
+            )
+            texts = [f'{inv_city_map.get(k)}:{v}' for k, v in obj.items() if inv_city_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionForceIntro(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_force_intro"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('force')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.force(entity)
+            )
+            texts = [f'{inv_force_map.get(k)}:{v}' for k, v in obj.items() if inv_force_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionPersonAttr(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_person_attr"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('force')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.person(entity)
+            )
+            texts = [f'{inv_force_map.get(k)}:{v}' for k, v in obj.items() if inv_force_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionCityAttr(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_city_attr"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('force')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.person(entity)
+            )
+            texts = [f'{inv_force_map.get(k)}:{v}' for k, v in obj.items() if inv_force_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionForceAttr(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_force_attr"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        entity = tracker.get_slot('force')
+        if entity:
+            obj = await utils.call_potential_coroutine(
+                kb.person(entity)
+            )
+            texts = [f'{inv_force_map.get(k)}:{v}' for k, v in obj.items() if inv_force_map.get(k)]
+            texts = ','.join(texts)
+            texts = entity + ' ' + texts
+            dispatcher.utter_message(texts)
+            return []
+
+        dispatcher.utter_message(response="utter_ask_rephrase")
+        return []
+
+
+class ActionUnrelated(Action):
+    def __init__(self, ):
+        pass
+
+    def name(self) -> Text:
+        return "action_unrelated_topic"
+
+    async def run(
+            self,
+            dispatcher: CollectingDispatcher,
+            tracker: Tracker,
+            domain: "DomainDict",
+    ) -> List[Dict[Text, Any]]:
+        raw_text = tracker.latest_message
+        texts = unrelated_lm.response(raw_text)
+        dispatcher.utter_message(response=texts)
+        # dispatcher.utter_message(response="utter_ask_rephrase")
+        return []