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Cookbook 08 The Python 08_order_intake.py

Orders by WhatsApp

For a lot of businesses the ordering system is a phone number. The messages are short, unpunctuated and half of them say “ok”. Jev works out which ones are actually an order — and a five-line regex, not the model, reads the number. Drag the bar to set how sure it must be before an order is created without a person.

Pier Cafe · acct 3318

Press Play.

What Jev read · what the parser read

Nothing yet.

How sure before we act — a wrong order costs a delivery and a phone call

Messages
0
received
Orders
0
created outright
Asked back
0
one question
To a person
0
including complaints

Roughly half a real thread is “ok”, “thanks”, “👍”. None of it reaches a model that charges by the token — a confident chit-chat read ends the matter.

Every message so far

MessageRead asQtyOutcome
Nothing yet.

Jev judges. Code parses. The model is never asked to extract the number — its answer space has to exist before it runs, so it is asked whether a quantity is there. If the two disagree, that disagreement is the signal, and a person looks at it.