多轮问询
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@ -1,4 +1,5 @@
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# constants.py
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# constants.py
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SIMILARITY_VALUE = 0.7
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#日期
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#日期
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DATE = "date"
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DATE = "date"
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#工程名称
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#工程名称
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@ -13,7 +13,7 @@ from intentRecognition import IntentRecognition
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from slotRecognition import SlotRecognition
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from slotRecognition import SlotRecognition
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from fuzzywuzzy import process
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from fuzzywuzzy import process
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from utils import CheckResult, StandardType, load_standard_name
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from utils import CheckResult, StandardType, load_standard_name
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from constants import PROJECT_NAME, PROJECT_DEPARTMENT
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from constants import PROJECT_NAME, PROJECT_DEPARTMENT, SIMILARITY_VALUE
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# 常量
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# 常量
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MODEL_ERNIE_PATH = R"../ernie/output/checkpoint-4160"
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MODEL_ERNIE_PATH = R"../ernie/output/checkpoint-4160"
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@ -50,6 +50,8 @@ slot_recognizer = SlotRecognition(MODEL_UIE_PATH, label_map)
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standard_project_name_list = load_standard_name('./standard_data/standard_project.txt')
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standard_project_name_list = load_standard_name('./standard_data/standard_project.txt')
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#标准项目名
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#标准项目名
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standard_program_name_list = load_standard_name('./standard_data/standard_program.txt')
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standard_program_name_list = load_standard_name('./standard_data/standard_program.txt')
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print(f":standard_project_name_list:{standard_project_name_list}")
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app = Flask(__name__)
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app = Flask(__name__)
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@ -294,7 +296,7 @@ def check_project_standard_slot(int_res, slot) -> tuple:
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if key == PROJECT_NAME:
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if key == PROJECT_NAME:
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match_project, match_possibility = fuzzy_match(value, standard_project_name_list)
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match_project, match_possibility = fuzzy_match(value, standard_project_name_list)
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print(f"fuzzy_match project result:{match_project}, {match_possibility}")
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print(f"fuzzy_match project result:{match_project}, {match_possibility}")
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if match_possibility >= 0.9:
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if match_possibility >= SIMILARITY_VALUE:
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slot[key] = match_project
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slot[key] = match_project
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else:
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else:
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return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉,您说的工程名是{match_project}吗"
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return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉,您说的工程名是{match_project}吗"
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@ -302,7 +304,7 @@ def check_project_standard_slot(int_res, slot) -> tuple:
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if key == PROJECT_DEPARTMENT:
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if key == PROJECT_DEPARTMENT:
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match_program, match_possibility = fuzzy_match(value, standard_program_name_list)
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match_program, match_possibility = fuzzy_match(value, standard_program_name_list)
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print(f"fuzzy_match program result:{match_program}, {match_possibility}")
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print(f"fuzzy_match program result:{match_program}, {match_possibility}")
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if match_possibility >= 0.9:
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if match_possibility >= SIMILARITY_VALUE:
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slot[key] = match_program
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slot[key] = match_program
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else:
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else:
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return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉,您说的项目名是{match_program}吗"
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return CheckResult.NEEDS_MORE_ROUNDS, f"抱歉,您说的项目名是{match_program}吗"
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@ -1,4 +1,3 @@
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所属项目部
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第八项目管理部(淮北宿州)
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第八项目管理部(淮北宿州)
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第七项目管理部(阜阳)
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第七项目管理部(阜阳)
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第十一项目管理部(马鞍山)
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第十一项目管理部(马鞍山)
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第八项目管理部(淮南变电)
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第八项目管理部(淮南变电)
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第六项目管理部(蚌埠变电)
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第六项目管理部(蚌埠变电)
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第十一项目管理部(宿州线路)
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第十一项目管理部(宿州线路)
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第二项目管理部(合肥变电)
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第二项目管理部(合肥变电)
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第三项目管理部(谯城变、亳州楼)
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第三项目管理部(谯城变、亳州楼)
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第五项目管理部(金牛变)
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第五项目管理部(金牛变)
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13
api/utils.py
13
api/utils.py
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@ -1,16 +1,9 @@
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from enum import Enum
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from enum import Enum
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def load_standard_name(file_path:str):
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def load_standard_name(file_path:str):
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try:
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try:
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# f = open(file_path, 'r', encoding='utf-8')
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with open(file_path, 'r', encoding='utf-8') as file:
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with open(file_path, 'r', encoding='utf-8') as f:
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lines = [line.strip() for line in file if line.strip()]
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data = f.read()
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return lines
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data = data.split('\n')
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works = {}
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for d in data:
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wk = d[:d.find('(')]
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works[wk] = d
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keys = list(works.keys())
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return keys
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except FileNotFoundError:
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except FileNotFoundError:
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print(f"错误:文件 {file_path} 不存在")
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print(f"错误:文件 {file_path} 不存在")
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raise FileNotFoundError(f"错误:文件 {file_path} 不存在")
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raise FileNotFoundError(f"错误:文件 {file_path} 不存在")
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