Fix offline tests

letta/chat_only_agent.py

@@ -63,8 +63,8 @@ def generate_offline_memory_agent():
                 conversation_persona_block_new = Block(
                     name="chat_agent_persona_new", label="chat_agent_persona_new", value=conversation_persona_block.value, limit=2000
                 )
-
-                recent_convo = "".join([str(message) for message in self.messages[3:]])[-self.recent_convo_limit :]
+                in_context_messages = self.agent_manager.get_in_context_messages(agent_id=self.agent_state.id, actor=self.user)
+                recent_convo = "".join([str(message) for message in in_context_messages[3:]])[-self.recent_convo_limit :]
                 conversation_messages_block = Block(
                     name="conversation_block", label="conversation_block", value=recent_convo, limit=self.recent_convo_limit
                 )

letta/services/agent_manager.py

@@ -331,7 +331,9 @@ def rebuild_system_prompt(self, agent_id: str, actor: PydanticUser, force=False,
         curr_memory_str = agent_state.memory.compile()
         if curr_memory_str in curr_system_message_openai["content"] and not force:
             # NOTE: could this cause issues if a block is removed? (substring match would still work)
-            logger.info(f"Memory hasn't changed, skipping system prompt rebuild")
+            logger.info(
+                f"Memory hasn't changed for agent id={agent_id} and actor=({actor.id}, {actor.name}), skipping system prompt rebuild"
+            )
             return agent_state
 
         # If the memory didn't update, we probably don't want to update the timestamp inside