Retail product returns reason

Classify e-commerce return requests by reason (defective, wrong item, no longer needed, etc.).

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.4.54

Key facts

Vertical
E-commerce & retail
Function
E-commerce ops
Status
Seen in the wild
Volume
routine
Value
meaningful
Risk
moderate
Evidence
described plan
Flags
None

Source: https://reference-server.pipecat.ai/en/latest/_modules/pipecat/classifiers/jev/classifier.html

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 “Retail product returns reason”?",
  "input": "<input to classify>",
  "output": "one label from a fixed list"
}

Related use cases

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