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Н Новости

api2app: Как из домашнего компьютера сделать сервер для публичного приложения

Ранее я уже рассказывал, что при разработке api2app вдохновлялся идеей Python-библиотеки Gradio. У этой библиотеки есть очень полезный функционал: можно запустить приложение на локальном компьютере в режиме share (поделиться), тогда будет сгенерирована публичная ссылка, по которой это приложение будет доступно на любом другом компьютере через Интернет.

В этой статье пошагово опишу свой способ. Есть свои плюсы и свои минусы, но в любом случае, думаю, альтернатива не будет лишней. Для примера создам онлайн-приложение для создания транскрипций аудио с помощью проекта whisper.cpp. Делаю всё на Ubuntu, но, думаю, на Windows это повторить будет не сложно.

Установка whisper.cpp

Клонирую репозиторий и перехожу в папку:

git clone https://github.com/ggerganov/whisper.cpp.git
cd whisper.cpp

Делаю сборку:

cmake -B build
cmake --build build --config Release

Скачиваю модель medium (~1.5 GB):

bash ./models/download-ggml-model.sh medium

Если скачивание не сработало, можно попробовать в bash-скрипте заменить домен "huggingface.co" на "hf-mirror.com".

Проверяю работу:

./build/bin/whisper-cli --model ./models/ggml-medium.bin \
--language en \
--output-txt \
--file samples/jfk.wav

В папке "samples" должен появиться файл "jfk.wav.txt" с транскрипцией.

Создание обработчика запросов

Сначала нужно создать задачу в Менеджере задач. Открываю приложение: https://api2app.org/ru/apps/shared/666e778a-f6a5-11ef-861d-525400f8f94f

Менеджер очередей
Менеджер очередей

Заполняю поля, нажимаю кнопку "Создать задачу" - получаю идентификатор задачи и API-ключ.

Данное приложение использует API, исходный код которого можно найти здесь:
https://github.com/andchir/queue-manager

Клонирую репозиторий и перехожу в папку:

git clone https://github.com/andchir/queue-manager.git
cd queue-manager

Создаю виртуальное окружение Python и активирую его:

python3.12 -m venv venv
source venv/bin/activate

Локально мне не нужно устанавливать полностью это приложение, поэтому я устанавливаю только минимальное число зависимостей:

pip install -r requirements-min.txt

Создаю .env файл, в котором будут мои локальные настройки:

cp .env-dest .env

В этом файле мне нужно изменить домен API менеджера очередей:

APP_SERVER_NAME=queue.api2app.org

Клонирую дополнительный репозиторий с обработчиками запросов. Я их назвал воркерами (workers):

git clone https://github.com/andchir/api2app-workers.git

Тут уже есть готовый воркер для whisper.cpp, но я опишу немного подробнее как я его создал. Создаю новый файл "whisper-cpp.py" в папке "api2app-workers" пока с таким содержанием:

import os
import sys
import subprocess

sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
from utils.queue_manager import polling_queue, upload_queue_files, send_queue_error

ROOT_DIR = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))


def processing(queue_item):
    upload_dir_path = os.path.join(ROOT_DIR, 'uploads', 'whisper')

    # Загрузка всех файлов в локальную папку
    image_file_path, audio_file_path, video_file_path, image_file_path2 = upload_queue_files(queue_item, upload_dir_path)

    print('Получена новая задача', queue_item['uuid'])
    print('Аудио файл:', audio_file_path)

    # Отправка ошибки выполнения
    send_queue_error(queue_item['uuid'], 'Error.')


if __name__ == '__main__':
    # Опрос на появление новых задач
    polling_queue('ea474c9a-c631-4bac-9141-ba26b0ff56c5', processing)

Я думаю из этого кода вы поняли, что функция polling_queue делает периодические запросы к серверу, используя ID задачи, который я получил ранее. Если задача пришла, запускается функция processing.

Теперь мне нужно протестировать работу этого воркера. Я отправлю запрос для создания новой задачи. Нужно отправить аудио-файл, используя ID задачи и API ключ, которые я получил ранее на сайте api2app.org. Позже я создам графический интерфейс для этого, но пока могу отправить запрос с помощью curl:

curl -X POST \
-F "audio_file=@/path/to/audio.mp3" \
-F 'data={"language": "en", "output_type": "txt"}' \
-H "Accept: application/json" \
-H "API-KEY: 47688355-a431-4bc3-8913-35115b2da36c" \
"https://queue.api2app.org/queue/ea474c9a-c631-4bac-9141-ba26b0ff56c5"

Запущу воркер:

python api2app-workers/whisper-cpp.py

Если всё в порядке, должен быть примерно такой вывод:

Waiting for a task...
Получена новая задача 1ab642f7-0c2c-4ff1-868a-a5d38c57d480
Аудио файл:
/path/to/queue-manager/uploads/whisper/962ff1aa-f6ec-11ef-be86-33f5f54d4fd6.mp3

Полный код воркера с комментариями можно посмотреть здесь:
https://github.com/andchir/api2app-workers/blob/main/whisper-cpp.py

Этот воркер запускает "whisper-cli" из проекта whisper.cpp, который в свою очередь создает транскрипцию аудио-файла. Далее с помощью функции send_queue_result_dict результат отправляется менеджеру задач.

Скрипт для управления воркерами (только Linux)

Для более удобного управления воркерами есть bash-скрипт "worker-manager.sh". Для его использования нужно установить права на запуск:

chmod +x api2app-workers/worker-manager.sh

Если открыть его код, в самом начале можно увидеть настройки:

WORKERS=('api2app-workers/whisper-cpp.py')
WORKERS_NUM=(1)
QUEUE_SIZE_URLS=('https://queue.api2app.org/queue_size/ea474c9a-c631-4bac-9141-ba26b0ff56c5')

здесь
WORKERS - массив воркеров, которые нужно запускать (разделяются пробелом).
WORKERS_NUM - массив с числами, сколько нужно запустить копий воркеров (будут выполняться параллельно).
QUEUE_SIZE_URLS - массив URL для проверки размера очереди.

Команды для использования:

./api2app-workers/worker-manager.sh status
./api2app-workers/worker-manager.sh start
./api2app-workers/worker-manager.sh stop

Вывод статуса примерно такой:

-----------------------------------------
                  STATUS                  
-----------------------------------------

- api2app-workers/whisper-cpp.py [1]
Queue size: 1

Создание графического интерфейса для приложения

Теперь создам графический интерфейс для приложения, которое будет создавать транскрипции аудио файлов.

Иду на сайт api2app.org. Сначала нужно создать конфигурацию API (по примеру с кодом curl, который был выше). Иду в раздел "API", затем в подраздел "Мои API", нажимаю кнопку "Импортировать". Вставляю свою curl-команду и нажимаю кнопку "Импортировать".

Импорт конфигурации API из curl-команды
Импорт конфигурации API из curl-команды

Данные успешно импортировались. Теперь нужно только немного подправить и протестировать:

Создание конфигурации API (не переживайте за открытые данные, эта конфигурация уже не используется)
Создание конфигурации API (не переживайте за открытые данные, эта конфигурация уже не используется)

Нажимаю кнопку "Тест", вижу ответ сервера, сохраняю.

Возвращаюсь в подраздел "Мои API", нажимаю кнопку "Поделиться" -> "Сделать публичным" -> "Скрыть".

API должен быть публичным, но может быть скрыт
API должен быть публичным, но может быть скрыт

API добавления задания отдает нам идентификатор задания и URL для получения результата, поэтому нужно ещё создать конфигурацию API для этого (авторизация здесь не нужна):

API для получения результата
API для получения результата

Так же, как с предыдущим, делаю это API публичным и скрытым.

Приступаю к созданию графического интерфейса. Перехожу в раздел "Приложения" -> "Мои приложения", нажимаю кнопку "Создать приложение".

Сначала нужно добавить поле для загрузки аудио-файлов:

Поле "Загрузить файл"
Поле "Загрузить файл"

После добавления поля нажимаю кнопку "Параметры". В поле "Принимать типы файлов" ввожу "audio/*" для фильтрации файлов по типу при выборе с устройства.

Параметры элемента для выбора файла
Параметры элемента для выбора файла

Далее добавляю поле с типом "Выбор (select)" для выбора языка. Язык может быть определен автоматически, поэтому по умолчанию будет значение "auto":

Поле для выбора языка
Поле для выбора языка

Теперь нужно добавить поле для выбора формата транскрипции (txt, json, srt и т.д.):

Поле для выбора формата транскрипции
Поле для выбора формата транскрипции

Добавляю кнопку с текстом "Создать транскрипцию". На этом шаге у меня получился такой интерфейс в редакторе:

Интерфейс приложения в редакторе
Интерфейс приложения в редакторе

API возвращает идентификатор задачи, по которому потом можно получить результат, для этого мне нужно создать скрытое поле и элемент "Прогресс операции".

У скрытого поля в параметрах нужно обязательно включить опцию "Хранить значение поля". Для элемента "Прогресс операции" нужно указать среднее время выполнения операции - параметр "Время выполнения операции (в секундах)", остальные значения можно не менять.

Параметры элемента "Прогресс операции"
Параметры элемента "Прогресс операции"

Добавляю элемент "Текст", в нём будет выводиться результат. Устанавливаю такие параметры:

b3c86e4c9ddf7e2759e0572fdfa9c19a.jpg

В параметрах первого блока включаю опцию "Очищать после отправки".

81046796cceb24fb38e0f6e9770e57cf.jpg

Результат у меня будет появляться во второй колонке. Также я добавил ещё текстовую информацию:

Окончательный вид приложения в редакторе
Окончательный вид приложения в редакторе

Теперь нужно связать все поля с ранее созданными конфигурациями API.

Поле файла служит для ввода данных (выбора файла), поэтому нужно указать Действие ввода - какое поле API использовать. Нажимаю кнопку "Действие ввода" у этого поля:

Кнопка "Действие ввода" элемента "Файл"
Кнопка "Действие ввода" элемента "Файл"

Нахожу конфигурацию API для добавления задания, которое создал ранее, выбираю поле "audio_file", сохраняю.

Действие ввода для загрузки фйла
Действие ввода для загрузки фйла

Для выбора языка тоже выбираю это API в окне "Действие ввода" и поле "data.language" (поле из JSON).

Действие ввода для выбора языка
Действие ввода для выбора языка

То же самое делаю для поля "Формат транскрипции", только выбираю поле "data.output_type".

Действие ввода для кнопки только одно - "Отправить". Выбираю его и сохраняю.

Действие ввода для кнопки
Действие ввода для кнопки

Теперь нужно установить действие вывода для текстового элемента. Здесь уже нужно использовать API получения результата. Выбираю поле "result_data.result":

Действие вывода для текстового элемента (вывод результата)
Действие вывода для текстового элемента (вывод результата)

Для скрытого поля нудно выбрать действие вывода - откуда поле получает значение. Выбираю API добавления задания и поле "uuid".

Действие вывода скрытого поля
Действие вывода скрытого поля

Действие ввода - получение результата. Значение используется в URL запроса:

Действие ввода скрытого поля
Действие ввода скрытого поля

Для получения результата я не добавлял кнопку, поэтому запрос будет отправлен автоматически после того как скрытое поле получит значение (ID задания).

Последним добавлю действие вывода для элемента "Прогресс операции":

Кнопка "Действие вывода" элемента "Прогресс операции"
Кнопка "Действие вывода" элемента "Прогресс операции"
Действие вывода элемента "Прогресс операции"
Действие вывода элемента "Прогресс операции"

Для элемента нужны все данные, которые отдаёт API, поэтому выбираю поле "value".

На этом создание графического интерфейса окончено. Результат можно увидеть и протестировать по ссылке:
https://api2app.org/ru/apps/shared/dc6481f4-f778-11ef-9fb8-525400f8f94f

Результат
Результат

Таким образом с минимальным программированием можно создавать более сложные приложения. Пока на сайте нет возможности монетизировать такие приложения (планируется), но есть возможность скачивания всех файлов приложения. Кроме того, Вы можете давать ссылку на приложение за плату.

Предупреждение:
Всё описанное Вы можете повторить на свой страх и риск, безопасность пока под вопросом.

Источник

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  • 09.10.25 08:37 pHqghUme

    e

  • 09.10.25 08:37 pHqghUme

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  • 09.10.25 08:40 pHqghUme

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  • 09.10.25 08:40 pHqghUme

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  • 09.10.25 08:41 pHqghUme

    e

  • 09.10.25 08:41 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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  • 09.10.25 08:42 pHqghUme

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  • 09.10.25 08:42 pHqghUme

    e

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 09.10.25 11:05 marcushenderson624

    Bitcoin Recovery Testimonial After falling victim to a cryptocurrency scam group, I lost $354,000 worth of USDT. I thought all hope was lost from the experience of losing my hard-earned money to scammers. I was devastated and believed there was no way to recover my funds. Fortunately, I started searching for help to recover my stolen funds and I came across a lot of testimonials online about Capital Crypto Recovery, an agent who helps in recovery of lost bitcoin funds, I contacted Capital Crypto Recover Service, and with their expertise, they successfully traced and recovered my stolen assets. Their team was professional, kept me updated throughout the process, and demonstrated a deep understanding of blockchain transactions and recovery protocols. They are trusted and very reliable with a 100% successful rate record Recovery bitcoin, I’m grateful for their help and highly recommend their services to anyone seeking assistance with lost crypto. Contact: [email protected] Phone CALL/Text Number: +1 (336) 390-6684 Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 11.10.25 04:41 luciajessy3

    Don’t be deceived by different testimonies online that is most likely wrong. I have made use of several recovery options that got me disappointed at the end of the day but I must confess that the tech genius I eventually found is the best out here. It’s better you devise your time to find the valid professional that can help you recover your stolen or lost crypto such as bitcoins rather than falling victim of other amateur hackers that cannot get the job done. ADAMWILSON . TRADING @ CONSULTANT COM / WHATSAPP ; +1 (603) 702 ( 4335 ) is the most reliable and authentic blockchain tech expert you can work with to recover what you lost to scammers. They helped me get back on my feet and I’m very grateful for that. Contact their email today to recover your lost coins ASAP…

  • 11.10.25 10:44 Tonerdomark

    A thief took my Dogecoin and wrecked my life. Then Mr. Sylvester stepped in and changed everything. He got back €211,000 for me, every single cent of my gains. His calm confidence and strong tech skills rebuilt my trust. Thanks to him, I recovered my cash with no issues. After months of stress, I felt huge relief. I had full faith in him. If a scam stole your money, reach out to him today at { yt7cracker@gmail . com } His help sparked my full turnaround.

  • 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 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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