1. LLM接口改为字节级流式接口，防止超时错误，也避免utf-8长字节字符拼接错误

2025-11-07 15:18:20 +08:00
parent bdc5ffeea6
commit 474c7657fd
19 changed files with 315 additions and 40 deletions
@@ -99,8 +99,8 @@ class FirstSummaryNode(StateMutationNode):
            
            logger.info("正在生成首次段落总结")
            
-            # 调用LLM生成总结
-            response = self.llm_client.invoke(
+            # 调用LLM生成总结（流式，安全拼接UTF-8）
+            response = self.llm_client.stream_invoke_to_string(
                SYSTEM_PROMPT_FIRST_SUMMARY,
                message,
            )
@@ -267,8 +267,8 @@ class ReflectionSummaryNode(StateMutationNode):
            
            logger.info("正在生成反思总结")
            
-            # 调用LLM生成总结
-            response = self.llm_client.invoke(
+            # 调用LLM生成总结（流式，安全拼接UTF-8）
+            response = self.llm_client.stream_invoke_to_string(
                SYSTEM_PROMPT_REFLECTION_SUMMARY,
                message,
            )