Not every user prompt requires a heavy, expensive model. A simple "Hello" or a classification request shouldn't be handled by Anthropic Claude 3.5 Sonnet.
The Technique: Set up a lightweight router (using a micro-model like Amazon Nova Lite, Claude 3 Haiku, or a deterministic regex/intent classifier).
The Flow: The router assesses the query's complexity. If it's a simple lookup, the cheap model handles it. If it requires heavy multi-document analysis, it escalates to the premium model.
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