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One post tagged with "Memory Management"

Managing conversation state, history, and agent memory effectively.

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TIL: Context Compaction with Google ADK 1.16

· 9 min read
Raphaël MANSUY
Elitizon Ltd

Long agent conversations accumulate thousands of tokens. After 100+ exchanges, sending the entire history to the model becomes expensive and slow. Context Compaction fixes this by intelligently summarizing old interactions.

In one sentence: Context Compaction automatically summarizes older conversation events using an LLM, reducing token usage while preserving conversational context.