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27 changes: 13 additions & 14 deletions src/lightmem/memory/lightmem.py
Original file line number Diff line number Diff line change
Expand Up @@ -295,22 +295,21 @@ def add_memory(
compressed_messages = msgs
self.logger.info(f"[{call_id}] Pre-compression disabled, using normalized messages")

#topic_segment==false 完全跳过了后续的记忆提取、Embedding 生成和向量数据库存储流程
if not self.config.topic_segment:
# TODO:
self.logger.info(f"[{call_id}] Topic segmentation disabled, returning emitted messages")
return {
"triggered": True,
"cut_index": len(msgs),
"boundaries": [0, len(msgs)],
"emitted_messages": msgs,
"carryover_size": 0,
}

all_segments = self.senmem_buffer_manager.add_messages(compressed_messages, self.segmenter, self.text_embedder)
self.logger.info(f"[{call_id}] Topic segmentation disabled, treating all messages as one segment")
#更严谨,防止compressed_messages为[],导致后面检测不出来
if not compressed_messages:
all_segments = []
else:
all_segments = [compressed_messages]
else:
all_segments = self.senmem_buffer_manager.add_messages(compressed_messages, self.segmenter, self.text_embedder)

if force_segment:
all_segments = self.senmem_buffer_manager.cut_with_segmenter(self.segmenter, self.text_embedder, force_segment)

if force_segment and self.config.topic_segment:
all_segments = self.senmem_buffer_manager.cut_with_segmenter(self.segmenter, self.text_embedder, force_segment)
if not all_segments:
self.logger.debug(f"[{call_id}] No segments generated, returning empty result")
return result # TODO
Expand Down Expand Up @@ -839,4 +838,4 @@ def summarize(
return result
result = build_batch_result(summaries, total_entries, call_id, self.logger)
self.logger.info(f"========== END {call_id} ==========")
return result
return result