更新API密钥管理逻辑，优化意图识别示例，增强Excel数据验证功能，移除冗余名词条目，更新多个二进制索引文件

rag2_0/tool/APIKeyManager.py

@@ -1,7 +1,7 @@
 import os
 import random
 import time
-from typing import List, Optional, Dict
+from typing import List, Optional, Dict,Tuple
 from threading import Lock
 import requests
 
@@ -75,11 +75,12 @@ class APIKeyManager:
         return instance._get_random_api_key()
     
     @classmethod
-    def get_valid_api_keys(cls) -> List[str]:
+    def get_valid_api_keys(cls,api_key:str) -> Tuple[bool,str]:
         """
         静态方法：获取有效的API密钥列表
         
         Returns:
+            Tuple[bool,str]: 是否有效，报错信息
     """
          # 验证每一个apikey是否有效，无效则删除并打印日志。地址https://api.siliconflow.cn/v1/
         import requests
@@ -97,19 +98,17 @@ class APIKeyManager:
             ],
             "max_tokens": 1
         }
-        instance = cls.get_instance()
-        for key in instance.api_keys:
-            headers = headers_template.copy()
-            headers["Authorization"] = f"Bearer {key}"
-            try:
-                resp = requests.post(url, headers=headers, json=data, timeout=8)
-                if resp.status_code == 200:
-                    valid_api_keys.append(key)
-                else:
-                    logging.warning(f"API密钥无效（被移除）: {key}, 状态码: {resp.status_code}, 响应: {resp.text}")
-            except Exception as e:
-                logging.warning(f"API密钥验证异常（被移除）: {key}, 错误: {e}")
-        return valid_api_keys
+
+        headers = headers_template.copy()
+        headers["Authorization"] = f"Bearer {api_key}"
+        try:
+            resp = requests.post(url, headers=headers, json=data, timeout=8)
+            if resp.status_code == 200:
+                return True,""
+            else:
+                return False,resp.text
+        except Exception as e:
+            return False,str(e)
 
     @classmethod
     def count(cls) -> int:
@@ -269,19 +268,30 @@ if __name__ == "__main__":
     
     # 获取实例并查看使用统计
     instance = APIKeyManager.get_instance()
+
+    # 获取有效的API密钥列表
+    # valid_api_keys = APIKeyManager.get_valid_api_keys()
+    # print(f"有效的API密钥列表：{valid_api_keys}")
+
     stats = instance.get_usage_stats()
     all_balance=0.0
-    buy_balance=17 * 10 * 14 # 购买16次，一次10条api_key，每个api_key有14元
+    buy_balance=14 * 10 * 14 # 购买18次，一次10条api_key，每个api_key有14元
     invalid_api_keys = []
     for key, data in stats.items():
         usage_stats = APIKeyManager.get_key_usage_stats(key)
         all_balance+=float(usage_stats['data']['balance'])
-        print(f"api key:{key}---赠送余额：{usage_stats['data']['balance']}元")
+        valid,err_info = APIKeyManager.get_valid_api_keys(key)
+        if not valid:
+            print(f"api_key:{key}---赠送余额：{usage_stats['data']['balance']}元---报错信息：{err_info}")
+            # invalid_api_keys.append(key)
+        else:
+            print(f"api_key:{key}---赠送余额：{usage_stats['data']['balance']}元")
         if float(usage_stats['data']['balance']) == 0:  
             invalid_api_keys.append(key)
-    print(f"剩余总赠送余额：{all_balance}元，累计消耗：{buy_balance-all_balance}元")
 
-    print(f"无效的API密钥：{invalid_api_keys}")
+    invalid_api_keys = list(set(invalid_api_keys))
+    print(f"剩余总赠送余额：{all_balance}元，累计消耗：{buy_balance-all_balance}元")
+    print(f"无效的API密钥,数量：{len(invalid_api_keys)}，列表：{invalid_api_keys}")
     print(f"开始移除无效的API密钥，并重新保存")
     APIKeyManager.remove_invalid_api_keys(invalid_api_keys)
     APIKeyManager.save_api_keys()