catalog-reply¶

Match a natural-language product request against the JSON index produced by catalog-csv-ingest. Return the strongest match, price, currency, unit, and stock state with the source catalogue and import date.

Area: Sales & Clients
Category: sales
Level: beginner
Input: conversation
Output: document
Setup: catalog-csv-ingest
Roles:

Answer product catalogue questions from an imported catalogue index with matched product, current price, currency, and optional stock.

Inputs¶

query — Customer or operator product request
catalogue_index — catalogue-index.json emitted by catalog-csv-ingest

Outputs¶

Matched product, price, availability, source, and confidence
prefer a permanent directory)