One phrase, several amounts: what you actually get

Not “the bot understands complex phrases”. Below — phrase, result, and gaps.

This is a lab. Not your supermarkets and not a screenshot of someone else’s chat.

Galkka team · published 2026-08-26

Log the first purchase

Method

Synthetic phrases, date 2026-08-26. The ledger was not written in this run: we look only at parsing. The full set is on the neighboring lab page.

Why look at tails, not a hymn to “complex phrases”

One comma yields two lines. One “all from the card” tail leaves an extra scrap that never became a spend. That is worth more than promising it “understands like a human”.

What counts as success here

For several amounts in one phrase: as many money lines as explicit amounts; currency on each line; the comment does not drag another amount. This run does not press “Record it?”.

What the lab already showed

“coffee 80, taxi 200” yields two RUB lines. “bread 150 rubles and subscription 200 dollars” — RUB and USD, Food and Subscriptions categories. “breakfast 240 baht, taxi 180, all from the card” gave two THB spends and an extra tail on “all from the card” — that is a list error, not “the bot is smart”.

Only multi-amount phrases from the lab set. Not user logs.
Phrase Parse Currency / pocket Category Clarify Before the journal
кофе 80, такси 200
расход · 80 · RUB · Кофе
расход · 200 · RUB · Транспорт
RUB
RUB
Кофе
Транспорт
no совпало
я купил хлеб за 150 рублей и купил подписку на курсор за 200 долларов
расход · 150 · RUB · Еда
расход · 200 · USD · Подписки
RUB
USD
Еда
Подписки
no совпало
сегодня завтрак 240 бат, потом такси 180, всё с карты
расход · 240 · THB · Еда
расход · 180 · THB · Транспорт
не разобрала · 0 · Прочее
THB
THB
Еда
Транспорт
Прочее
no ошибка
В супермаркете молоко, хлеб и сыр. За всё 4 860 рублей с карты. Потом аптека 1 250 рублей и пластыри на 430.
расход · 4860 · RUB · Прочее · карта
расход · 1250 · RUB · Здоровье
расход · 430 · RUB · Здоровье
RUB · карта
RUB
RUB
Прочее
Здоровье
Здоровье
yes / ask совпало
молоко 89 и хлеб 54, с карты
расход · 89 · RUB · Еда
расход · 54 · RUB · Еда · карта
RUB
RUB · карта
Еда
Еда
no совпало
монитор за 36900 рублей, клавиатура за 8500
расход · 36900 · RUB · Работа
расход · 8500 · RUB · Работа
RUB
RUB
Работа
Работа
no совпало

Limits

  • Not voice: input is already text.
  • Not live user chats.
  • The “Record it?” button was not pressed in this run.

Corrections

First published 2026-08-26.

How we keep these pages

  • Examples on research pages match the lab parse or what the bot already answers in chat. If they diverge — that is a page error.
  • Teaching rates and made-up names are marked “teaching” and “made-up”. These are not logs from your chats.
  • Write a factual hole to @galkkabot. If the meaning changes, a “Corrections” line and a new modified date appear.
  • We touch the method when the example set changes, not to make the page look fresh.
  • We do not publish other people’s messages or voice notes without permission. The lab is synthetic.

Found a mistake in an example?