Feat: remove dup func name and add agentic search (#537)

* feat: update memos headers

* feat: headers add

* feat: update search agent

* feat: upadte mem story

* feat: update mem scehduler

* feat: update deepsearch mem code

* feat:  update deepsearch agent

* feat: update test code

* fix: remove dup config

* feat: dock search pipeline

* fix: code test

* feat: add test scripts

* feat: add test

* feat: update need_raw process

* fix: add initter

* fix: change agent search func name

Author: fridayL

src/memos/multi_mem_cube/single_cube.py

@@ -203,7 +203,7 @@ def _deep_search(
         formatted_memories = [format_memory_item(data) for data in enhanced_memories]
         return formatted_memories
 
-    def _deep_search(
+    def _agentic_search(
         self, search_req: APISearchRequest, user_context: UserContext, max_thinking_depth: int
     ) -> list:
         deepsearch_results = self.deepsearch_agent.run(
@@ -229,6 +229,8 @@ def _fine_search(
         """
         if FINE_STRATEGY == FineStrategy.DEEP_SEARCH:
             return self._deep_search(search_req=search_req, user_context=user_context)
+        elif FINE_STRATEGY == FineStrategy.AGENTIC_SEARCH:
+            return self._agentic_search(search_req=search_req, user_context=user_context)
 
         target_session_id = search_req.session_id or "default_session"
         search_filter = {"session_id": search_req.session_id} if search_req.session_id else None

src/memos/types/general_types.py

@@ -102,6 +102,7 @@ class FineStrategy(str, Enum):
     REWRITE = "rewrite"
     RECREATE = "recreate"
     DEEP_SEARCH = "deep_search"
+    AGENTIC_SEARCH = "agentic_search"
 
 
 # algorithm strategies