@@ -125,15 +125,17 @@ def _update_memory_op_trace(
125125 "context_summary" : new_memory .memory ,
126126 "preference" : new_memory .payload ["preference" ],
127127 }
128- for new_memory in new_vec_db_items if new_memory .payload .get ("preference" , None )
128+ for new_memory in new_vec_db_items
129+ if new_memory .payload .get ("preference" , None )
129130 ]
130131 retrieved_mem_inputs = [
131132 {
132133 "id" : mem .id ,
133134 "context_summary" : mem .memory ,
134135 "preference" : mem .payload ["preference" ],
135136 }
136- for mem in retrieved_memories if mem .payload .get ("preference" , None )
137+ for mem in retrieved_memories
138+ if mem .payload .get ("preference" , None )
137139 ]
138140
139141 rsp = self ._judge_update_or_add_trace_op (
@@ -209,17 +211,15 @@ def _update_memory_fine(
209211 payload = payload ,
210212 )
211213
212- new_mem_input = {
213- "memory" : new_memory .memory ,
214- "preference" : new_memory .metadata .preference
215- }
214+ new_mem_input = {"memory" : new_memory .memory , "preference" : new_memory .metadata .preference }
216215 retrieved_mem_inputs = [
217216 {
218217 "id" : mem .id ,
219218 "memory" : mem .memory ,
220219 "preference" : mem .payload ["preference" ],
221220 }
222- for mem in retrieved_memories if mem .payload .get ("preference" , None )
221+ for mem in retrieved_memories
222+ if mem .payload .get ("preference" , None )
223223 ]
224224 rsp = self ._judge_update_or_add_fine (
225225 new_mem = json .dumps (new_mem_input ),
@@ -295,9 +295,7 @@ def _update_memory(
295295 if update_mode == "fast" :
296296 return self ._update_memory_fast (new_memory , retrieved_memories , collection_name )
297297 elif update_mode == "fine" :
298- return self ._update_memory_fine (
299- new_memory , retrieved_memories , collection_name
300- )
298+ return self ._update_memory_fine (new_memory , retrieved_memories , collection_name )
301299 else :
302300 raise ValueError (f"Invalid update mode: { update_mode } " )
303301
@@ -376,10 +374,10 @@ def process_memory_batch(self, memories: list[TextualMemoryItem], *args, **kwarg
376374 implicit_recalls ,
377375 pref_type_collection_map ["implicit_preference" ],
378376 )
379-
377+
380378 explicit_added_ids = explicit_future .result ()
381379 implicit_added_ids = implicit_future .result ()
382-
380+
383381 return explicit_added_ids + implicit_added_ids
384382
385383 def process_memory_single (
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