chore/ 删除无用文件

api/app/agents/memoir/memory_agent.py

@@ -2,6 +2,7 @@
 回忆录整理 Agent：基于传记结构，将口语改写为书面语，归类到章节
 支持异步调用
 """
+
 import json
 from typing import Dict, List, Optional
 
@@ -40,7 +41,9 @@ class MemoryAgent:
         try:
             prompt = get_chapter_classification_prompt(segments_text)
             response = await self.llm.ainvoke(prompt)
-            content = response.content if hasattr(response, "content") else str(response)
+            content = (
+                response.content if hasattr(response, "content") else str(response)
+            )
             category = content.strip().lower()
             if category in CHAPTER_CATEGORIES:
                 return category
@@ -70,7 +73,9 @@ class MemoryAgent:
                 max_tokens=4096,
             )
             response = await json_llm.ainvoke(prompt)
-            content = response.content if hasattr(response, "content") else str(response)
+            content = (
+                response.content if hasattr(response, "content") else str(response)
+            )
             content = content.strip()
             result = json.loads(extract_json_payload(content))
             result["content"] = inject_image_placeholder_template(