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Manage LLM Context Windows

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Your question is Manage LLM Context Windows. Take a moment with it on the right.

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Problem

Scenario

You're building an LLM application that has to answer user questions using long conversations, retrieved documents, and system instructions. The model can only see a limited context window, so you need a practical way to decide what to keep, what to summarize, and what to drop.

Question

How do you manage context windows when building LLM applications?