Summarize all previoussolutions for ... MemoryStreamActivationMemoryYou can solve itas follows:1. xx2. xx ... ...FlashMemoryArchivedMemoryMemoryController(Memory From #T-1)New Memory123456AgentResponse #TObservation #TFigure 4: English prompt for the necessity of using
memory.

Figure 3: Workﬂow of the Memory Controller.

Figure 5: English prompt for whether or not to use the
summary of memory.

and response, into the memory stream. Please refer
to § 3.4 for further details.
Unleashing Infinite-Length Input Capacity for Large-scale Language Models with Self-Controlled Memory System