diff --git a/src/analysis/utils/json_utils.py b/src/analysis/utils/json_utils.py
index 5f21577..3af948b 100644
--- a/src/analysis/utils/json_utils.py
+++ b/src/analysis/utils/json_utils.py
@@ -164,6 +164,7 @@ def extract_topics_with_regex(result_text: str, max_topics: int) -> List[Dict]:
                 "detail": detail
             })
         
+        logger.info(f"话题正则表达式提取成功，提取到 {len(topics)} 条有效话题内容")
         return topics
         
     except Exception as e:
@@ -212,6 +213,7 @@ def extract_user_titles_with_regex(result_text: str, max_count: int) -> List[Dic
                 "reason": reason
             })
         
+        logger.info(f"用户称号正则表达式提取成功，提取到 {len(titles)} 条有效用户称号")
         return titles
         
     except Exception as e:
@@ -257,6 +259,7 @@ def extract_golden_quotes_with_regex(result_text: str, max_count: int) -> List[D
                 "reason": reason
             })
         
+        logger.info(f"金句正则表达式提取成功，提取到 {len(quotes)} 条有效金句")
         return quotes
         
     except Exception as e:
diff --git a/src/analysis/utils/llm_utils.py b/src/analysis/utils/llm_utils.py
index 4239208..608f233 100644
--- a/src/analysis/utils/llm_utils.py
+++ b/src/analysis/utils/llm_utils.py
@@ -82,6 +82,18 @@ async def call_provider_with_retry(context, config_manager, prompt: str, max_tok
                         return CustomResponse()
             else:
                 # 确保使用当前指定的模型
+                if provider is None:
+                    provider = context.get_using_provider(umo=umo)
+                    provider_id = 'unknown'
+                    if provider:
+                        try:
+                            meta = provider.meta()
+                            provider_id = meta.id
+                        except Exception as e:
+                            logger.debug(f"获取提供商ID失败: {e}")
+                    logger.info(f"获取到的 provider ID: {provider_id}")
+                    if not provider or provider_id == 'unknown':
+                        logger.warning(f"获取的提供商不正确 (Provider ID: {provider_id})")
                 provider = context.get_using_provider(umo=umo)
                 provider_id = 'unknown'
                 if provider: