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How Much Memory Does Your Agent Actually Need?

Source
huggingface.co
Date
Why it matters

Teams bolting memory onto agents usually assume more retrieved is strictly better, and this shows accuracy and cost both turn on the dose and the delivery mode.

Terms in this piece · Glossary
  • distillation — Training a small, cheap model to imitate a big one's outputs, keeping much of the capability at a fraction of the cost.
  • context window — The maximum amount of text a model can consider at once — its working memory for the current conversation or task.
Read the source huggingface.co
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