Why it matters

Memory compression stretches context. Long chats need it to fit.

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The architecture

Summarize old turns.

Cluster similar facts.

Keep essence.

Memory compressionSummarizeold turnsClustersimilar factsKeep essencecompressed formSummarization LLM + clustering common; balance quality vs tokens
Memory compression.
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How it works end to end

Summarization LLM.

Cluster + dedupe.

Keep essence.