优化意图识别API，移除同步意图识别器，改为使用异步意图识别器，更新相关逻辑以支持异步处理，增强错误处理和日志记录，同时更新请求和响应模型以适应新的API结构。

rag2_0/demo/intent_recognition_example.py

@@ -21,7 +21,7 @@ from typing import List, Dict, Any
 from langchain.output_parsers import PydanticOutputParser
 from pydantic import BaseModel, Field
 sys.path.append(os.getcwd())
-from rag2_0.intent_recognition import IntentRecognizer, AsyncIntentRecognizer
+from rag2_0.intent_recognition import AsyncIntentRecognizer
 from rag2_0.dify.DifyQueryRetrieval import DifyQueryRetrieval
 from rag2_0.intent_recognition.DataModels import Classification
 from rag2_0.tool.ModelTool import OpenAiLLM
@@ -78,8 +78,6 @@ class QueryRewriteProcessor:
         self.api_key = api_key or os.getenv("OPENAI_API_KEY")
         self.base_url = base_url or os.getenv("OPENAI_API_BASE")
         self.model_name = model_name or os.getenv("LLM_MODEL_NAME", "gpt-3.5-turbo")
-        
-        self.recognizer = IntentRecognizer(api_key=self.api_key, base_url=self.base_url, model_name=self.model_name)
         # 使用asyncio.run()运行异步create方法
         self.recognizer_async = asyncio.run(AsyncIntentRecognizer.create(
             api_key=self.api_key, 
@@ -198,12 +196,12 @@ class QueryRewriteProcessor:
         
         while retry_count <= max_retries:
             try:
-                # 使用process_query方法处理查询
-                result = self.recognizer.process_query(query, 
+                result = asyncio.run(self.recognizer_async.process_query_async(query, 
                                                   conversation_context=conversation_context, 
                                                   chat_history=chat_history, 
                                                   previous_slots=previous_slots, 
-                                                  enable_query_expansion=True)
+                                                  enable_query_expansion=True))
+
                 # 提取分类信息
                 classification = result["classification"]
                 original_query = result["rewrite"]["rewrite"]
@@ -238,9 +236,9 @@ class QueryRewriteProcessor:
                 if slot_filling and "filled_data" in slot_filling:
                     # 格式化槽位填充结果
                     slot_filling_str = json.dumps({
-                        "是否完整": slot_filling.get("is_complete", False),
-                        "缺失槽位": slot_filling.get("missing_slots", {}),
-                        "填充数据": slot_filling.get("filled_data", {})
+                        "is_complete": slot_filling.get("is_complete", False),
+                        "missing_slots": slot_filling.get("missing_slots", {}),
+                        "filled_data": slot_filling.get("filled_data", {})
                     }, ensure_ascii=False, indent=2)
 
                 # 处理成功，返回结果
@@ -442,9 +440,12 @@ def main():
         for idx, query in enumerate(examples):
             if query.strip() == "":
                 continue
+            query="储能C1软件如何新建工程？"
+            conversation_context="当前使用软件：配网计价通D3软件"
             # 在调试模式下使用完整的参数
             print(json.dumps(processor.process_query(
                 query, 
+                conversation_context=conversation_context,
                 enable_retrieval=True
             ), ensure_ascii=False, indent=2))