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Migrating off ConversationBufferWindowMemory or ConversationTokenBufferMemory
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A Long-Term Memory Agent
Follow this guide if you're trying to migrate off one of the old memory classes listed below:
Memory Type DescriptionConversationSummaryMemory Continually summarizes the conversation history. The summary is updated after each conversation turn. The abstraction returns the summary of the conversation history. ConversationSummaryBufferMemory Provides a running summary of the conversation together with the most recent messages in the conversation under the constraint that the total number of tokens in the conversation does not exceed a certain limit.
Please follow the following how-to guide on summarization in LangGraph.
This guide shows how to maintain a running summary of the conversation while discarding older messages, ensuring they aren't re-processed during later turns.
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