feat: reverted code and add memory_type

src/memos/mem_scheduler/memory_manage_modules/retriever.py

@@ -134,7 +134,10 @@ def _process_enhancement_batch(
                         for new_mem in processed_text_memories:
                             enhanced_memories.append(
                                 TextualMemoryItem(
-                                    memory=new_mem, metadata=TextualMemoryMetadata(user_id=user_id)
+                                    memory=new_mem,
+                                    metadata=TextualMemoryMetadata(
+                                        user_id=user_id, memory_type="LongTermMemory"
+                                    ),  # TODO add memory_type
                                 )
                             )
                     elif FINE_STRATEGY == FineStrategy.REWRITE:

src/memos/memories/textual/tree.py

@@ -138,7 +138,7 @@ def get_searcher(
             self.embedder,
             self.reranker,
             bm25_retriever=self.bm25_retriever,
-            internet_retriever=self.internet_retriever,
+            internet_retriever=None,
             search_strategy=self.search_strategy,
             manual_close_internet=manual_close_internet,
             process_llm=process_llm,

src/memos/memories/textual/tree_text_memory/retrieve/recall.py

@@ -227,7 +227,7 @@ def process_node(node):
                     {"field": "key", "op": "in", "value": parsed_goal.keys},
                     {"field": "memory_type", "op": "=", "value": memory_scope},
                 ]
-                key_ids = self.graph_store.get_by_metadata(key_filters)
+                key_ids = self.graph_store.get_by_metadata(key_filters, user_name=user_name)
                 candidate_ids.update(key_ids)
 
             # 2) tag-based OR branch
@@ -236,7 +236,7 @@ def process_node(node):
                     {"field": "tags", "op": "contains", "value": parsed_goal.tags},
                     {"field": "memory_type", "op": "=", "value": memory_scope},
                 ]
-                tag_ids = self.graph_store.get_by_metadata(tag_filters)
+                tag_ids = self.graph_store.get_by_metadata(tag_filters, user_name=user_name)
                 candidate_ids.update(tag_ids)
 
             # No matches → return empty

src/memos/types/general_types.py

@@ -101,6 +101,7 @@ class FineStrategy(str, Enum):
     REWRITE = "rewrite"
     RECREATE = "recreate"
     DEEP_SEARCH = "deep_search"
+    AGENTIC_SEARCH = "agentic_search"
 
 
 # algorithm strategies