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Unit Study Document

Prompt Routing and Dynamic Workflows

6 min readβ€’Visual explainer included

Intent-Based Model Routing 🚦

Running every query through a premium model (like Llama-3-70B or GPT-4o) wastes computation. In production, we classify user intent using a fast, cheap router model (like a quantized 8B model or classifier) and steer the query to the correct specialized pipeline.

Routing Rule: General greeting? Return instant cached text. Math question? Send to Python tool pipeline. Deep coding question? Route to the primary engineering model.
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Question

What is intent routing?

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Answer

Classifying incoming requests first and directing them to the most cost-efficient pipeline or LLM size.

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Quiz Practice

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Why implement prompt routing in production?

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Fast Drill

Active Recalls

Card 1 of 1
Question

What is intent routing?

Tap card to flip
Answer

Classifying incoming requests first and directing them to the most cost-efficient pipeline or LLM size.

Mastery: 0%

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