多轮问询

api/constants.py

@@ -1,4 +1,5 @@
 # constants.py
+SIMILARITY_VALUE = 0.7
 #日期
 DATE = "date"
 #工程名称

api/mian.py

@@ -12,8 +12,8 @@ from pydantic import ValidationError
 from intentRecognition import IntentRecognition
 from slotRecognition import SlotRecognition
 from fuzzywuzzy import process
-from utils import CheckResult, StandardType
-from constants import  PROJECT_NAME,  PROJECT_DEPARTMENT
+from utils import CheckResult, StandardType, load_standard_name
+from constants import  PROJECT_NAME,  PROJECT_DEPARTMENT, SIMILARITY_VALUE
 
 # 常量
 MODEL_ERNIE_PATH = R"../ernie/output/checkpoint-4160"
@@ -47,9 +47,11 @@ slot_recognizer = SlotRecognition(MODEL_UIE_PATH, label_map)
 # 设置Flask应用
 
 #标准工程名
-standard_project_name_list = utils.load_standard_name('./standard_data/standard_project.txt')
+standard_project_name_list = load_standard_name('./standard_data/standard_project.txt')
 #标准项目名
-standard_program_name_list = utils.load_standard_name('./standard_data/standard_program.txt')
+standard_program_name_list = load_standard_name('./standard_data/standard_program.txt')
+
+print(f":standard_project_name_list:{standard_project_name_list}")
 app = Flask(__name__)
 
 
@@ -209,7 +211,9 @@ def agent():
                                 })
 
             #工程名和项目名标准化
+            print(f"start to check_project_standard_slot")
             result, information = check_project_standard_slot(predicted_id, entities)
+            print(f"end  check_project_standard_slot,{result},{information}")
             if result == CheckResult.NEEDS_MORE_ROUNDS:
                 return jsonify({
                     "code": 10001, "msg": "成功",
@@ -286,29 +290,31 @@ def check_lost(int_res, slot):
 def check_project_standard_slot(int_res, slot) -> tuple:
     intention_list = {3, 4, 5, 6, 7, 8}
     if int_res not in intention_list:
-        return CheckResult.NO_MATCH,""
+        return CheckResult.NO_MATCH, ""
 
     for key, value in slot.items():
         if key == PROJECT_NAME:
             match_project, match_possibility = fuzzy_match(value, standard_project_name_list)
-            if match_possibility >= 0.9:
+            print(f"fuzzy_match project result:{match_project}, {match_possibility}")
+            if match_possibility >= SIMILARITY_VALUE:
                 slot[key] = match_project
             else:
                 return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉，您说的工程名是{match_project}吗"
 
         if key == PROJECT_DEPARTMENT:
             match_program, match_possibility = fuzzy_match(value, standard_program_name_list)
-            if match_possibility >= 0.9:
+            print(f"fuzzy_match program result:{match_program}, {match_possibility}")
+            if match_possibility >= SIMILARITY_VALUE:
                 slot[key] = match_program
             else:
                 return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉，您说的项目名是{match_program}吗"
 
-    return CheckResult.NO_MATCH,""
+    return CheckResult.NO_MATCH, ""
 
 
 def fuzzy_match(user_input, standard_name):
     result = process.extract(user_input, standard_name)
-    return result[0], result[1]/100
+    return result[0][0], result[0][1]/100
 
 if __name__ == '__main__':
     app.run(host='0.0.0.0', port=18074, debug=True)

api/standard_data/standard_program.txt

@@ -1,4 +1,3 @@
-所属项目部
 第八项目管理部（淮北宿州）
 第七项目管理部（阜阳）
 第十一项目管理部（马鞍山）
@@ -21,7 +20,6 @@
 第八项目管理部（淮南变电）
 第六项目管理部（蚌埠变电）
 第十一项目管理部（宿州线路）
-
 第二项目管理部（合肥变电）
 第三项目管理部（谯城变、亳州楼）
 第五项目管理部（金牛变）

api/utils.py

@@ -1,16 +1,9 @@
 from enum import Enum
 def load_standard_name(file_path:str):
     try:
-        # f = open(file_path, 'r', encoding='utf-8')
-        with open(file_path, 'r', encoding='utf-8') as f:
-            data = f.read()
-            data = data.split('\n')
-            works = {}
-            for d in data:
-                wk = d[:d.find('(')]
-                works[wk] = d
-            keys = list(works.keys())
-            return keys
+        with open(file_path, 'r', encoding='utf-8') as file:
+            lines = [line.strip() for line in file if line.strip()]
+        return lines
     except FileNotFoundError:
         print(f"错误：文件 {file_path} 不存在")
         raise FileNotFoundError(f"错误：文件 {file_path} 不存在")