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Как я рабочую задачу автоматизировал, не написав ни строчки кода, с помощью AI-ассистента

Привет! Меня зовут Роман, я работаю техническим писателем в Лаборатории Касперского. Я хочу рассказать, как я начал использовать в своей работе AI-ассистента и автоматизировал свою рабочую задачу с помощью скрипта на Python, при этом сам я не написал ни строчки кода.

Хочу рассказать я про AI-ассистента Phind. Про себя они пишут, что это интеллекткальный движок для поиска ответов в помощь разработчикам. Сервис использует как свою языковую модель (бесплатно), так и GPT-4 (правда, тут уже минимальный тариф - 10$ в месяц). В общем, такой и чат-бот и Copilot в одном флаконе. Узнал про этот сервис я на одном вебинаре по nocode-программированию. В некоторых зарубежных обзорах пишут, что Phind гораздо быстрее (10 сек против 50 сек) и точнее, нежели модель от Open AI, справляется с генерацией программного кода.

Мне по работе нужно было решить такую задачу: найти среди всех файлов онлайн-справки (а их там около полутора сотен) несколько, где наиболее часто встречается название какого-нибудь GUI-элемента, например, кнопки. При этом, чем больше разных GUI-элементов встречается в файле, тем лучше. Нужно это для проверки на максимальном количестве разных элементов работы нашей утилиты, которая по значению хэша подставляет названия GUI-элементов из ресурсных файлов. Каждому элементу ставится в соответствие его хэш и далее в тексте пишем не просто <название кнопки>, а [хэш]название кнопки[]. Если вдруг название кнопки в интерфейсе поменялось, то на этапе постобработки, по хэшу будет подставлено правильное значение.

Но при локализации на другие языки со сложной морфологией могут возникнуть ошибки. Если в русском название кнопки не склоняется по падежам: нажмите кнопку Далее, при нажатии кнопки Далее, ну и так далее. То в некоторых языках это не так, могут быть разные словоформы. Мы предполагали, что из-за этого подстановка может сработать некорректно и нужно тестировать. Но не просматривать же вручную более сотни файлов! Я решил написать скрипт на Python, который бы искал в каталоге со справкой HTML файлы с наибольшим количеством упоминания GUI-элементов в тексте (кнопки, названия пунктов меню, заголовки и подписи к полям ввода и т.д.) и возвращал, скажем, три файла с максимальным вхождением этих элементов. Для последующего лингвистического тестирования на примере этих файлов. Мне захотелось попробовать написать такой скрипт с помощью сервиса Phind. Исключительно с помощью запросов на естественном языке.

I Phind you very AI-tractive, would you go to code with me

Заходим на https://www.phind.com/ и... и сразу можем начинать формулировать свой запрос. Радует, что сервис работает сразу, как говорится, без регистрации и СМС. Попросим у Phind код, чтобы просмотреть все файлы в заданной папке.

На стартовой странице минимализм, меню в шапке страницы, да поле для ввода своего запроса
На стартовой странице минимализм, меню в шапке страницы, да поле для ввода своего запроса

Phind выдал сразу 4 варианта решения задачи:

Сколько у нас мушкетов? Четыре! А сколько у нас шпаг? Четыре! А сколько у нас методов обойти все файлы в папке? Четыре! Кто мы? Мушкетеры-программисты!
Сколько у нас мушкетов? Четыре! А сколько у нас шпаг? Четыре! А сколько у нас методов обойти все файлы в папке? Четыре! Кто мы? Мушкетеры-программисты!

А как у нас с русским? Попробуем сформулировать запрос на великом и могучем.

Прекрасный русский! Даже комментарии в коде расставлены по-русски
Прекрасный русский! Даже комментарии в коде расставлены по-русски

Количество абзацев нам не интересно. Наши GUI-элементы обозначаются тэгом <span> с заданным классом guiсharacter. Вот их и будем искать.

Профессор, конечно, лопух - но DevMode открывать умеет
Профессор, конечно, лопух - но DevMode открывать умеет

Я не буду приводить здесь всю последовательность запросов. Phind сохраняет всю историю запросов и ответов. Если скопировать URL своей текущей страницы Phind, то потом им можно поделиться или сохранить себе на будущее. Вот, например, ссылка на решение моей задачи по поиску файлов со всей последовательностью запросов и ответов - https://www.phind.com/search?cache=u0j8zquhukpfabzijz8pg46h

По итогу я получил сгенерированный скрипт, который можно скопировать в IDE (я использовал VS Code) и попробовать запустить.

Итоговый результат
Итоговый результат

Как видите, я решил свою не совсем типичную задачу технического писателя, автоматизировал рутину с помощью Python и при этом не написал сам ни строчки кода.

Если в процессе работы скрипта возникает ошибка, то можно сразу же и спросить у Phind, в чем может быть причина. Например, по ходу дела у меня было что-то не так с кодировкой Unicode.

Ох уж эти unicode error, когда работаешь с кириллицей
Ох уж эти unicode error, когда работаешь с кириллицей

Раньше я бы полез в Google искать, что значит данная ошибка, но попробуем спросить прямо у Phind:

Теперь буду знать, что слэш в указании пути к файлу на Windows надо экранировать. А я-то грешил на русские символы в названии папки
Теперь буду знать, что слэш в указании пути к файлу на Windows надо экранировать. А я-то грешил на русские символы в названии папки

Работа c Phind в таком режиме, мне кажется, это неплохая замена Jupiter Notebook для подготовки обучающих материалов по программированию. Если вы ментор или сеньор и хотите объяснить своему джуну, как решить задачу, то можно создать такую последовательную серию запросов, иллюстрирующих ход решения. И получить не только работающий код, но и дополнительные пояснения к нему и ссылку на сопутствующие материалы в сети.

А теперь попробуем решить свою задачу сразу в рамках одного запроса.

Одна пуля один выстрел, но куда стрелять? загадка..

Hidden text

Если что, это строчка из песни Одна пуля,один выстрел некоего Halaf, с творчеством которого я знаком даже меньше, чем со стандартной библиотекой Python, но мысль передает верно

Попробуем себя в качестве promt-инженера.

Помимо работы в Веб-интерфейсе у Phind есть плагин для VS Code. После установки плагина и авторизации слева в окне VS Code появляется меню для работы с Phind.

Плагин Phind для VS Code
Плагин Phind для VS Code

Итак, сформулируем, что мы хотим получить в рамках одного запроса к Phind.

Лучший экспромт - это заранее подготовленый экспромт
Лучший экспромт - это заранее подготовленый экспромт

Уже пошли в ход регулярочки:

e77e693d25dfc06cdda184776b360fba.png

Как всегда немного полезной информации о том, как работает созданный код и как его использовать:

f378a87613dd503e381bb106d06f7f53.png

Что же, копируем код в файл и пробуем выполнить. Работает!

Какие у меня выводы

Как тот еще мамкин программист, я не знаю Python на продвинутом уровне, не знаю паттернов программирования, каких-то библиотек. Но если имеешь общее представление, знаешь, в какую сторону копать, то этого достаточно, чтобы сформулировать запрос и получить работающий код. Как раз для таких гуманитариев, как я, Phind идеально подходит. Ну или как минимум претендует на звание Yet another AI, который удобно использовать в своей работе. А если хочется повысить свои навыки программирования, то с помощью Phind имхо удобно учиться. Тут мне очень зашла функция пояснений к созданному коду. Ну и возможность сделать что-то вроде Jupiter-ноутбука для решения конкретной задачи и сохранить его на будущее для себя или чтобы поделиться, тоже очень здорово.

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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 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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