Intent classifier for LLM routing

Classify query intent to route to lightweight model (fast) or powerful model (cost-effective)

AA clean typed decision (yes/no, a pick from a list, or a level on a scale) that is concrete, repeats routinely, and has meaningful value.5.52

Key facts

Vertical: Software & tech
Function: Agents & dev
Status: Seen in the wild
Volume: high
Value: major
Risk: moderate
Evidence: described plan
Flags: None

Source: https://dev.to/abhijeetbuilds/how-i-built-an-intent-classifier-to-route-messages-across-multiple-llms-9bd

Build this with a classifier

Define a typed decision with a bounded answer, then evaluate it on examples.

{
  "decision_type": "choice",
  "question": "Does this input match the decision in “Intent classifier for LLM routing”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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