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Pocupochki: когда лень писать список покупок, но есть 2 часа и доступ к Gemini

Вступление

Привет, Хабр! Опять я со своим "а что если попросить artificial intelligence...". В этот раз попросил сразу две — одна нарисовала интерфейс, вторая написала код. Получилось настолько рабочее, что сам теперь пользуюсь. Исходники на GitHub, демо живое — все ссылки в конце, но сначала расскажу, как это было.

20 мая прошла 18-ая конференция Google I/O 2025, на которой показали довольно много всего интересного. И меня, как дизайнера, очень сильно заинтересовал новый сервис stitch.withgoogle.com. Суть сервиса в том, что там Gemini 2.5 Flash и 2.5 Pro соревнуются в создании интерфейса (и это не генерация картинок, а именно код, что очень круто). Flash умеет экспортировать готовый "дизайн" в Figma, но я выбрал Pro т.к. ей можно показывать ещё и свои картинки в отличае от Flash.

Проблема

Давно у меня была идея сделать список продуктов, но только удобный. Мы с женой обычно пользуемся совместными заметками в keep.google.com — она создаёт список, я его в магазине правлю. Вот что-то подобное и хотелось, только чуть визуальнее, чтобы на ходу считывать здоровенный список быстрее и, по возможности, редактировать не глядя или с пакетами в руках.

Раньше не хотел браться за этот проект, т.к. в нём слишком много "интерфейса", а вайбкодинг только сейчас подбирается к красивому интерфейсу без знания верстки. Пару недель назад Figma презентовала свой Make (но там кроме промпта желателен ещё и готовый макет в Фигме который ещё нужно нарисовать). А в Stitch только промпт и картинку.

Эксперимент с Google Stitch

Открываю Stitch и пробую такой запрос (честно, я не сильно-то надеялся на что-то интересное, не знаю откуда такая предвзятость)):

"Давай сделаем мобильное веб приложение для покупки продуктов в магазине, сверху 2–3 кнопки для быстрого выбора магазина и кнопка «Редактировать» как меню, ниже список, но не списком, а типа карточками по 3 штуки в ряд, здоровенная иконка (эмоджи) продукта и ниже текст, что именно и сколько. Нажимая на эмоджи продукта, он зачёркивается типа купил и улетает вниз списка. Когда нажимаю «Редактировать» сверху, там есть кнопка голосового ввода, просто говорю, что купить, и нейронка составляет из этого список продуктов и подбирает нужные иконки, и я могу стрелочками, нажимая, отредактировать количество и в каком магазине что покупать, просто перетаскивая драгендропом из магазина в магазин. Когда я зачеркнул эмоджи, нажимая на зачёркнутый эмоджи, он возвращается назад. В зачёркнутых эмоджи есть кнопка «Очистить покупки», которая очищает только зачёркнутые"

30 секунд и я получил вот такой результат с первой попытки:

Шок, удивление, и ещё кучка эмоций. Радовался еще минут 10. И раз уже готов такой результат, то грех не добавить этому всему функционала, подумал я. Взял код и пошел с ним в aistudio.google.com там нет лимитов для 2.5 Pro (или они сильно мягче чем в оригинальном Gemini).

От прототипа к рабочему приложению

Сначала собрал сайт (2 штуки .html) http://vetaone.site/Pocupochki с экраном редактирования edit.html и главным экраном index.html. Проверил, удобны ли будут свайпы, нормальные ли кнопки, и вообще — самое то, чтобы быстро оценить функционал, посмотреть всего ли хватает, всё ли понятно, потыкать анимации и т.п.

Кайф! Подумал я, 30 минут прошло с момента написания первого промпта в Stitch, а я уже сижу на телефоне, карточки удаляю и добавляю обратно, и экраны свайпаю туда-сюда )))

Но было очень интересно, насколько жизнеспособна идея составлять такой "визуальный" список продуктов, используя только лишь голос. Я хотел оставить возможность редактирования, чтобы можно было что-то в моменте поправить, но вводить добавление карточек текстом я не планировал, т.к. это бы потребовало ещё больше решений. Например, подсказывать ранее введенные покупки для удобного выбора вместо ввода. Может быть, в будущем это добавлю.

Но раз уже готова вся основа, глупо не прикрутить всю остальную логику. Интересно же посмотреть, что получится, подумал я. И понеслась:

  • SPA на чистом JavaScript (без фреймворков!)

  • WebSocket для синхронизации между устройствами

  • Интеграция с Gemini API для обработки голоса

  • Drag & Drop товаров между магазинами (работает криво а

  • История действий с отменой

Технические детали

Архитектура

  • Frontend: Vanilla JS + модульная архитектура

  • Backend: Node.js + Express + WebSocket

  • AI: Gemini 2.0 Flash для обработки аудио

  • Дизайн: Полностью сгенерирован Google Stitch

Обработка голоса

Gemini умеет работать с аудио напрямую! Не нужно сначала транскрибировать, потом обрабатывать текст. Просто отправляешь base64 аудио и получаешь структурированный JSON:

const result = await geminiModel.generateContent([
    prompt, 
    { inlineData: { data: base64Audio, mimeType: 'audio/webm' } }
]);

Примеры того, что понимает нейронка

Реальный пример голосовой команды:

"Молоко закончилось, возьми 2 литра, яйца тоже, штук 30 наверное, они в Пятерочке дешевле обычно. А, и сметану, только пожирнее, процентов 20. Творог если будет со скидкой — бери побольше, а то дорогой стал. Еще на салат нужно — помидоры, огурцы, перец... перец красный именно, не зеленый! В Магните овощи обычно свежее..."

И Gemini из этой каши делает:

Особенности реализации

1. Все эмодзи подбираются автоматически

Gemini сама решает, какой эмодзи подходит к продукту. Причем делает это как правило очень точно — для "перца красного" ставит 🌶️, а для "болгарского перца" — 🫑.

2. Drag & Drop на мобилках

Пока единственная проблема, с которой столкнулся и не решил, — это возможность перемещать магазины драг-энд-дропом (идея такая, что если ты наговорил список, не указав явно магазин, то все продукты падают в самый первый магазин, и их можно менять местами). И так же не реализовал ещё драг-энд-дроп товаров между магазинами, чтобы удобно перекидывать товары из одного магазина в другой

3. Синхронизация через WebSocket

Жена дома редактирует список — я в магазине вижу изменения мгновенно.

4. HTTPS обязателен

Без него микрофон не работает. Сделал самописный сертификат.

Результаты

  • Время разработки: вечер на готовый и рабочий прототип + одна суббота на допиливание

  • Строк кода: ~3000

Что дальше?

Проект выложил на GitHub: github.com/Veta-one/pocupochki

Можете форкнуть и допилить под себя.

API ключ Gemini бесплатный (1500 запросов в день). Получать тут https://makersuite.google.com/app/apikey

Реальный пример работы можно посмотреть вот тут, но есть пару нюансов:

  • API-ключ у меня бесплатный — 1500 запросов в день. Мне одному хватает за глаза, но на всех желающих потыкать может не хватить. Если увидите ошибку — значит, лимит кончился, приходите позже.

  • Приложение создавалось для семьи из двух человек, поэтому вместо нормальной базы данных — JSON файлик. И да, это один общий список на всех (!), кто зайдет на демо. Будьте вежливы друг к другу, не создавайте то, что вашей маме было бы стыдно увидеть. Хотя я понимаю, что это скорее звучит как вызов.

  • Сервер маленький, наплыва не жду. Но если ляжет — подниму. Если увижу треш в списке — откачу базу к исходному состоянию. Отнеситесь с пониманием, это же просто демка для статьи.

  • Важно: все, кто зайдет, будут редактировать ОДИН И ТОТ ЖЕ список в реальном времени. Это фича для синхронизации между устройствами, но в данном случае получается эдакий "чат через список покупок". Постарайтесь не устроить там полный хаос, хотя кого я обманываю — конечно устроите ))

P.S. Если хотите нормально потестить без чужих правок — форкните с GitHub и запустите локально. Инструкция в README.

Я создал свой Telegram-канал, где я продолжу делиться ходом этого и других своих проектов, своими идеями и подобными нейропроектами: https://t.me/Veta14

TL;DR

Google Stitch генерит дизайн → Gemini пишет код →
за субботу готово приложение с голосовым вводом.
Демо или реальный сервис лучше смотреть с телефона, обе ссылки ниже

Демо первого интерфейса | GitHub | Демо с голосовым вводом | Мой telegram

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    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 01:12 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.10.25 19:53 Tonerdomark

    A crook swiped my Dogecoin. It ruined my whole world. Then Mr. Sylvester showed up. He fixed it all. He pulled back €211,000 for me. Not one cent missing from my profits. His steady cool and sharp tech know-how won back my trust. I got my money smooth and sound. After endless worry, relief hit me hard. I trusted him completely. Lost cash to a scam? Hit him up now at { yt7cracker@gmail . com }. His aid turned my life around. WhatsApp at +1 512 577 7957.

  • 12.10.25 21:36 blessing

    Writing this review is a joy. Marie has provided excellent service ever since I started working with her in early 2018. I was worried I wouldn't be able to get my coins back after they were stolen by hackers. I had no idea where to begin, therefore it was a nightmare for me. However, things became easier for me after my friend sent me to [email protected] and +1 7127594675 on WhatsApp. I'm happy that she was able to retrieve my bitcoin so that I could resume trading.

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 13.10.25 01:11 elizabethrush89

    God bless Capital Crypto Recover Services for the marvelous work you did in my life, I have learned the hard way that even the most sensible investors can fall victim to scams. When my USD was stolen, for anyone who has fallen victim to one of the bitcoin binary investment scams that are currently ongoing, I felt betrayal and upset. But then I was reading a post on site when I saw a testimony of Wendy Taylor online who recommended that Capital Crypto Recovery has helped her recover scammed funds within 24 hours. after reaching out to this cyber security firm that was able to help me recover my stolen digital assets and bitcoin. I’m genuinely blown away by their amazing service and professionalism. I never imagined I’d be able to get my money back until I complained to Capital Crypto Recovery Services about my difficulties and gave all of the necessary paperwork. I was astounded that it took them 12 hours to reclaim my stolen money back. Without a doubt, my USDT assets were successfully recovered from the scam platform, Thank you so much Sir, I strongly recommend Capital Crypto Recover for any of your bitcoin recovery, digital funds recovery, hacking, and cybersecurity concerns. You reach them Call/Text Number +1 (336)390-6684 His Email: [email protected] Contact Telegram: @Capitalcryptorecover Via Contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 01:15 tyleradams

    Hi. Please be wise, do not make the same mistake I had made in the past, I was a victim of bitcoin scam, I saw a glamorous review showering praises and marketing an investment firm, I reached out to them on what their contracts are, and I invested $28,000, which I was promised to get my first 15% profit in weeks, when it’s time to get my profits, I got to know the company was bogus, they kept asking me to invest more and I ran out of patience then requested to have my money back, they refused to answer nor refund my funds, not until a friend of mine introduced me to the NVIDIA TECH HACKERS, so I reached out and after tabling my complaints, they were swift to action and within 36 hours I got back my funds with the due profit. I couldn’t contain the joy in me. I urge you guys to reach out to NVIDIA TECH HACKERS on their email: [email protected]

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.10.25 08:46 robertalfred175

    CRYPTO SCAM RECOVERY SUCCESSFUL – A TESTIMONIAL OF LOST PASSWORD TO YOUR DIGITAL WALLET BACK. My name is Robert Alfred, Am from Australia. I’m sharing my experience in the hope that it helps others who have been victims of crypto scams. A few months ago, I fell victim to a fraudulent crypto investment scheme linked to a broker company. I had invested heavily during a time when Bitcoin prices were rising, thinking it was a good opportunity. Unfortunately, I was scammed out of $120,000 AUD and the broker denied me access to my digital wallet and assets. It was a devastating experience that caused many sleepless nights. Crypto scams are increasingly common and often involve fake trading platforms, phishing attacks, and misleading investment opportunities. In my desperation, a friend from the crypto community recommended Capital Crypto Recovery Service, known for helping victims recover lost or stolen funds. After doing some research and reading multiple positive reviews, I reached out to Capital Crypto Recovery. I provided all the necessary information—wallet addresses, transaction history, and communication logs. Their expert team responded immediately and began investigating. Using advanced blockchain tracking techniques, they were able to trace the stolen Dogecoin, identify the scammer’s wallet, and coordinate with relevant authorities to freeze the funds before they could be moved. Incredibly, within 24 hours, Capital Crypto Recovery successfully recovered the majority of my stolen crypto assets. I was beyond relieved and truly grateful. Their professionalism, transparency, and constant communication throughout the process gave me hope during a very difficult time. If you’ve been a victim of a crypto scam, I highly recommend them with full confidence contacting: 📧 Email: [email protected] 📱 Telegram: @Capitalcryptorecover Contact: [email protected] 📞 Call/Text: +1 (336) 390-6684 🌐 Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 18:07 crypto

    Cryptocurrency's digital realm presents many opportunities, but it also conceals complex frauds. It is quite painful to lose your cryptocurrency to scam. You can feel harassed and lost as a result. If you have been the victim of a cryptocurrency scam, this guide explains what to do ASAP. Following these procedures will help you avoid further issues or get your money back. Communication with Marie ([email protected] and WhatsApp: +1 7127594675) can make all the difference.

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 15.10.25 21:52 harristhomas7376

    "In the crypto world, this is great news I want to share. Last year, I fell victim to a scam disguised as a safe investment option. I have invested in crypto trading platforms for about 10yrs thinking I was ensuring myself a retirement income, only to find that all my assets were either frozen, I believed my assets were secure — until I discovered that my BTC funds had been frozen and withdrawals were impossible. It was a devastating moment when I realized I had been scammed, and I thought my Bitcoin was gone forever, Everything changed when a close friend recommended the Capital Crypto Recover Service. Their professionalism, expertise, and dedication enabled me to recover my lost Bitcoin funds back — more than €560.000 DEM to my BTC wallet. What once felt impossible became a reality thanks to their support. If you have lost Bitcoin through scams, hacking, failed withdrawals, or similar challenges, don’t lose hope. I strongly recommend Capital Crypto Recover Service to anyone seeking a reliable and effective solution for recovering any wallet assets. They have a proven track record of successful reputation in recovering lost password assets for their clients and can help you navigate the process of recovering your funds. Don’t let scammers get away with your hard-earned money – contact Email: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Contact: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

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