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Пишем программу на Python для доступа к YandexGPT с помощью ChatGPT
В данной программе можно будет самостоятельно составлять собственные system massage (в программе это называется «Специализация»), а это по сути своей программирование GPT модели естественным языком, так же можно будет изменять temperature (в программе это названо «Креативность») это изменяет вариативность ответов, при значении 0.0 на один и тот же вопрос будет получен всё время одинаковый ответ при 1.0 могут быть разные ответы с похожим смыслом но разные по словесному выражению, так же можно использовать две модели YandexGPT и YandexGPT Lite, вторая быстрее и чуть попроще но и дешевле в четыре раза. Описание программы в разделе меню «Информация».
Интерфейс программы
Ну а теперь сразу в бой. Устанавливаем VPN расширение в браузере – HolaVPN, расширение включается автоматически, но иногда нужно включать вручную или менять страну в настройках если что-то не грузится (я менял на Канаду) , иногда само расширение блокирует загрузку сайта тогда нужно внизу справа щёлкнуть на значке расширения и закрыть появившееся окно с выгодным предложением ). Регистрируемся на openai.com с e-mail не оканчивающийся на .ru, [email protected] подойдёт. Заходим в ChatGPT 3.5 turbo здесь будем писать программу. В разделе настроек аккаунта Customize ChatGPT → How would you like ChatGPT to respond? пропишем → Отвечать по русски, язык программирования Python.
Сайт ChatGPT 3.5 Turbo
Теперь подготовим Яндекс. Регистрируемся в Яндексе если есть аккаунт заходим в сервис YandexGPT API.
Попадаем вот сюда:
Сайт YandexGPT API
Вверху слева щёлкаем default, если ещё нет то создаём платёжный аккаунт и пополняем его небольшой суммой для пробы сервиса (в том году тысячу р. дарили в подарок на пару месяцев).
То что обведено овалом это ваш идентификатор default по сути логин который нужно вводить в нашу программу для доступа к YandexGPT , пример идентификатора – b2wek9sskl91crв1trub.
Далее переходим в «сервисные аккаунты» и создаём сервисный аккаунт (синяя кнопка «Создать сервисный аккаунт»).
Сервисные аккаунты
После создания заходим в этот аккаунт и создаём ключ API (указано стрелкой) в меню выбираем «Создать API ключ», копируем полученный ключ и где-нибудь его сохраняем (в аккаунте он не хранится), он понадобиться для ввода в программу для доступа к YandexGPT, если ключ будет утерян его можно будет создать заново, пример ключа - AQSA2cmr7ns2O6DqB4jv8gh3lR1M9av4pyHCwZwL.
Создание ключа API
Теперь скачаем и устанавливаем среду разработки IDE Visual Studio Code.
Сайт для скачивания Visual Studio Code
скачиваем Python 3.12.
Сайт для скачивания Python 3.12
Теперь всё готово, можно творить. Если по ходу подготовки возникнут вопросы не стесняемся задаём ChatGPT, например:
Вы
Как запустить Python программу в Visual Studio Code
ChatGPT
Для запуска Python программы в Visual Studio Code следуйте этим шагам:
Установите Python, если вы еще этого не сделали. Можно загрузить его с официального сайта Python: https://www.python.org/downloads/
Установите Visual Studio Code, если у вас его еще нет. Можно загрузить его с официального сайта: https://code.visualstudio.com/
Откройте Visual Studio Code.
Создайте новый файл или откройте существующий файл с расширением .py (Python файл).
Нажмите `Ctrl + `` (обратная кавычка) для открытия терминала внутри Visual Studio Code. Можно также выбрать "Terminal" -> "New Terminal" из меню.
В терминале убедитесь, что ваш рабочий каталог (папка) находится в том месте, где находится ваш Python файл.
Запустите свою программу, введя команду python имя_файла.py, где имя_файла.py - имя вашего Python файла.
Например, если ваш файл называется hello.py, то команда будет выглядеть так:
Bash
Copy code
python hello.py
Или вы можете использовать кнопку "Run" (зеленый треугольник) в верхней части редактора кода, чтобы запустить программу. Перед запуском убедитесь, что правильно настроен интерпретатор Python в Visual Studio Code. Для этого может потребоваться установка расширения Python и указание пути к интерпретатору в настройках Visual Studio Code.
Или ещё :
Вы
Как инсталлировать библиотеки python
ChatGPT
Чтобы установить библиотеки Python, вы можете использовать инструмент управления пакетами pip. Вот как это сделать:
Откройте терминал (командную строку) на вашем компьютере.
Введите команду pip install имя_библиотеки, где имя_библиотеки - это имя библиотеки Python, которую вы хотите установить. Например:
bash
Copy code
pip install requests
Это установит библиотеку requests.
Если вы хотите установить конкретную версию библиотеки, вы можете указать версию, добавив == и номер версии. Например:
bash
Copy code
pip install requests==2.25.1
Если вы хотите обновить библиотеку до последней версии, вы можете использовать команду:
bash
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pip install --upgrade имя_библиотеки
Например:
bash
Copy code
pip install --upgrade requests
Если вы используете виртуальное окружение Python (что является хорошей практикой для изоляции зависимостей между проектами), убедитесь, что ваше виртуальное окружение активировано перед выполнением команды pip install.
Теперь вы знаете, как устанавливать библиотеки Python с помощью pip.
Пример общения с ChatGPT
В качестве терминала я использовал Windows PowerShell можно использовать cmd.exe, забиваем в поиск Windows там их и находим.
Вот примеры запросов к ChatGPT при разработке программы
нужно увеличить ширину боковых линий главного окна
какая библиотека для python содержит графический интерфейс похожий на windows стиль
как загрузить библиотеку tkinter as tk
Прокомментируй этот код очень подробно каждую строчку функцию и переменную (….пример кода…)
Теперь сделай так что бы данные в виджете "Resultat" не могли редактироваться (….пример кода…)
Правильно я понимаю - вот эта функция self.entry = tk.Text(self.root, wrap="word", width=70, height=7) передаёт своё значение в переменную entered_text (….пример кода….)
и т. д. и т.п., не забываем при запросе вставлять куски кода где надо сделать какие либо изменения или что то добавить, можно вставлять весь код при любом запросе, но у ChatGPT 3.5 есть ограничения на количество токенов (слов) запроса и после 300-400 строчек кода начинает писать «слишком long». После удачных изменений сохраняем резервную копию что бы если что откатиться на рабочую версию а то бывает ChatGPT накосячит столько что не рад будешь что связался (шутка).
Частые ошибки ChatGPT - например в имении переменной часто забывает добавить self чтобы использовать её в другой функции, gpt_model_uri_get а надо self.gpt_model_uri_get и то же самое с функциями (методами), def show_registration():, а надо def show_registration(self): что бы её вызвать через конструкцию self.show_registration.
В Visual Studio Code внизу есть окно терминала где так же выводятся коды ошибок, можно оттуда копировать и спрашивать про ошибку у ChatGPT, выделяем и через клавиши Ctrl+C копируем и потом вставляем в окно запроса ChatGPT через контекстное меню или Ctrl+V.
Для компиляции программы в готовый .exe файл используем команды в терминале.
Windows PowerShell или cmd.exe. Вставляем код программы в блокнот и сохраняем его с расширением .py например SmartiksGPT.py
cd C:\Users\HP\Desktop - команда перехода в рабочий каталог где находится файйл SmartiksGPT.py (в данном случае на рабочем столе).
pyinstaller --onefile --noconsole SmartiksGPT.py - команда компиляции в .exe файл (в данном случае одним файлом без консоли).
Готовый файл будет находиться в папке dist.
Ну вот вроде и всё.
Вот собственно код программы SmartiksGPT с комментариями :
# Импорт библиотек
import tkinter as tk
from tkinter import ttk
from tkinter import Menu
from tkinter import messagebox # Библиотека всплывающих системных сообщений
import requests
import json
import os
from transliterate import translit
import winsound
import re
# Определение класса DraggableWindow
class DraggableWindow:
def __init__(self, root):
# Инициализация окна
self.root = root
self.root.title("SmartiksGPT") # Заголовок окна
self.is_dragging = False
initial_width = 838
initial_height = 780
screen_width = root.winfo_screenwidth()
screen_height = root.winfo_screenheight()
x = (screen_width - initial_width) // 2
y = (screen_height - initial_height) // 2
self.root.geometry(f"{initial_width}x{initial_height}+{x}+{y}") # Установка размеров и позиции окна
self.root.option_add('*BorderWidth', 3)
self.root.option_add('*highlightThickness', 0)
self.root.resizable(False, False) # Запрет изменения размеров окна
self.create_specialization_data()
# Создание меню
self.root = root
self.main_menu = tk.Menu(root)
self.info_menu = tk.Menu(self.main_menu, tearoff=0)
self.main_menu.add_cascade(label="Информация", menu=self.info_menu)
self.main_menu.add_command(label="Авторизация", command=self.show_registration) # Добавление пункта "Регистрация"
self.info_menu.add_command(label="Руководство", command=self.show_guide)
self.info_menu.add_command(label="О программе", command=self.show_about)
self.root.config(menu=self.main_menu)
self.gpt_model_uri = tk.StringVar(value="yandexgpt") # Присваиваем переменной self.gpt_model_uri строковое значение "yandexgpt", эта переменная используется в строке "modelUri": f"gpt://...логин папки.../{self.gpt_model_uri_get}
self.gpt_model_uri_get = self.gpt_model_uri.get() # Присваиваем переменной self.gpt_model_uri_get значение self.gpt_model_uri (очищаем от ненужных атрибутов tk.StringVar что бы корректно работало в запросе"modelUri": f"gpt://...логин папки.../{self.gpt_model_uri_get})
self.description_text = "" # Устанавливаем значение self.description_text пустое
self.system_message = "Ты умный ассистент"
self.selected_value = tk.StringVar() # Переменная для хранения значения креативности
self.selected_value.set("0.6") # Устанавливаем значение креативности по умолчанию
self.selected_specialization = tk.StringVar(value="Список специализаций") # Присваиваем переменной self.selected_specialization строковое значение value="Список специализаций"
# Добавляем строку чтобы создать атрибут selected_specialization
self.selected_specialization = tk.StringVar(root)
self.selected_specialization.set("Список специализаций")
# Виджет для вывода результата
self.result_label = tk.Text(self.root, wrap="word", width=100, height=35, padx=5, state='disabled')
self.result_label.grid(row=0, column=0, columnspan=10, sticky="ew", pady=2)
# Метка для ввода сообщения пользователя
self.entry_label = tk.Label(self.root, text="Введите сообщение :") # Cоздаём экземпляр класса tk.Label (просто текст) и присваивается ему наименование self.entry_label
self.entry_label.grid(row=1, column=0, padx=5, pady=10)
# Виджет для ввода сообщения пользователем
self.entry = tk.Text(self.root, wrap="word", width=70, height=5, padx=2) # Cоздаём экземпляр класса tk.Text (текстовый виджет) и присваивается ему наименование self.entry, wrap="word" означает что текст будет переносится по словам
self.entry.grid(row=1, column=1, columnspan=5, pady=10, padx=10, sticky="ew")
self.entry_context_menu = tk.Menu(root, tearoff=0)
self.entry_context_menu.add_command(label="Копировать", command=self.copy_entry_text)
self.entry_context_menu.add_command(label="Вставить", command=self.paste_entry_text)
self.entry.bind("<Button-3>", self.show_entry_context_menu)
# Кнопка для отправки сообщения
self.submit_button = tk.Button(self.root, text="Отправить", command=self.on_submit)
self.submit_button.grid(row=1, column=6, pady=5)
# Назначение клавиш Enter и Shift-Enter для отправки сообщения
self.entry.bind("<Return>", self.handle_enter_key)
self.entry.bind("<Shift-Return>", self.handle_shift_enter_key)
self.entry.focus_set()
# Контекстное меню для результата
self.context_menu = tk.Menu(root, tearoff=0)
self.context_menu.add_command(label="Копировать", command=self.copy_text)
self.result_label.bind("<Button-3>", self.show_context_menu)
# Кнопка и виджет для специализации
self.specialization_button = tk.Button(self.root, text="Специализация", command=self.show_specialization_popup)
self.specialization_button.grid(row=2, column=0, pady=5, padx=15, sticky="w")
self.specialization_widget = tk.Text(self.root, wrap="word", width=40, height=1, padx=2, state='disabled')
self.specialization_widget.grid(row=2, column=1, pady=5, padx=0, sticky="w")
# Установка по умолчанию текста "Ассистент" в виджет специализации
self.specialization_widget.config(state='normal') # Включаем режим редактирования
self.specialization_widget.insert(tk.END, "Ассистент")
self.specialization_widget.config(state='disabled') # Заново отключаем режим редактирования
# Кнопка для установки креативности
self.creativity_button = tk.Button(self.root, text="Креативность", command=self.show_creativity_popup)
self.creativity_button.grid(row=2, column=2, pady=5, padx=5, sticky="e")
# Виджет для отображения числового значения креативности
self.numbers_widget = tk.Text(self.root, wrap="word", width=3, height=1, state='disabled')
self.numbers_widget.grid(row=2, column=3, pady=5, padx=15, sticky="w")
# Кнопка для очистки беседы
self.clear_button = tk.Button(self.root, text="Очистить беседу", command=self.clear_result_label)
self.clear_button.grid(row=2, column=6, pady=5, padx=5, sticky="w")
# Обновляем виджет с числовым значением при создании окна
self.update_numbers_widget()
# Словарь для хранения данных специализации
self.specialization_data = {}
# Виджет Выбор модели YandexGPT
self.model_selection_frame = tk.Frame(self.root)
self.model_selection_frame.grid(row=3, column=1, pady=10, padx=0, sticky="w")
tk.Label(self.model_selection_frame, text="Используемая модель:", anchor="w").pack(side=tk.LEFT)
tk.Radiobutton(self.model_selection_frame, text="YandexGPT", variable=self.gpt_model_uri, value="yandexgpt", command=lambda: self.update_gpt_model_uri("yandexgpt")).pack(side=tk.LEFT)
tk.Radiobutton(self.model_selection_frame, text="YandexGPT-lite", variable=self.gpt_model_uri, value="yandexgpt-lite", command=lambda: self.update_gpt_model_uri("yandexgpt-lite")).pack(side=tk.LEFT)
default_folder, api_key = self.read_login_credentials('Login_SmartiksGPT.json') # Загружаем из файла Login_SmartiksGPT.json данные в переменные default_folder и api_key
if default_folder is not None and api_key is not None:
print("Значения из файла успешно загружены:")
print("Default Folder:", default_folder)
print("API Key:", api_key)
else:
messagebox.showwarning("Внимание", "Для работы программы необходимо авторизоваться в YandexGPT API и ввести в программу данные авторизации - идентификатор default folder и API ключ") # Системное сообщение если нет файла с default_folder и api_key
print("Не удалось загрузить значения из файла.")
# Функция обновления значения переменной self.gpt_model_uri_get для использования модели yandexgpt или yandexgpt-lite
def update_gpt_model_uri(self, value):
self.gpt_model_uri.set(value) # Присваиваем переменной self.gpt_model_uri выбранное значение tk.Radiobutton
self.gpt_model_uri_get = self.gpt_model_uri.get() # Присваиваем переменной self.gpt_model_uri_get значение self.gpt_model_uri (очищаем от ненужных атрибутов tk.StringVar что бы корректно работало в запросе"modelUri": f"gpt://...логин папки.../{self.gpt_model_uri_get})
# Функция окна Авторизации
def show_registration(self):
registration_window = tk.Toplevel(self.root)
self.registration_window_close = registration_window # Создаём переменную self.registration_window_close для использования в функции def register_user(self) для закрытия окна регистрации
registration_window.title("Авторизация в YandexGPT API")
# Добавление элементов интерфейса для регистрации
tk.Label(registration_window, text="Введите идентификатор default folder:").grid(row=0, column=0, padx=10, pady=10)
self.name_entry = tk.Text(registration_window,wrap="word", width=40, height=1)
self.name_entry.bind('<KeyRelease>', lambda event: self.validate_input(event, registration_window))
self.name_entry.grid(row=1, column=0, padx=10, pady=0)
tk.Label(registration_window, text="Введите API ключ:").grid(row=2, column=0, padx=10, pady=10)
self.password_entry = tk.Text(registration_window, wrap="word", width=40, height=1)
self.password_entry.bind('<KeyRelease>', lambda event: self.validate_input(event, registration_window))
self.password_entry.grid(row=3, column=0, padx=10, pady=0)
register_button = tk.Button(registration_window, text=" Войти ", command=self.register_user)
register_button.grid(row=4, columnspan=2, padx=10, pady=15)
# Добавление контекстного меню для self.name_entry
name_context_menu = tk.Menu(registration_window, tearoff=0)
name_context_menu.add_command(label="Копировать", command=lambda: self.copy_text_to_clipboard(self.name_entry))
name_context_menu.add_command(label="Вставить", command=lambda: self.paste_text_from_clipboard(self.name_entry))
self.name_entry.bind("<Button-3>", lambda event: name_context_menu.post(event.x_root, event.y_root))
# Добавление контекстного меню для self.password_entry
password_context_menu = tk.Menu(registration_window, tearoff=0)
password_context_menu.add_command(label="Копировать", command=lambda: self.copy_text_to_clipboard(self.password_entry))
password_context_menu.add_command(label="Вставить", command=lambda: self.paste_text_from_clipboard(self.password_entry))
self.password_entry.bind("<Button-3>", lambda event: password_context_menu.post(event.x_root, event.y_root))
# Установка размеров и позиции окна регистрации
registration_window_width = 355
registration_window_height = 194
registration_window.resizable(False, False) # Запрет изменения размеров окна
screen_width = self.root.winfo_screenwidth()
screen_height = self.root.winfo_screenheight()
x = (screen_width - registration_window_width) // 2
y = (screen_height - registration_window_height) // 2
registration_window.geometry(f"{registration_window_width}x{registration_window_height}+{x}+{y}")
# Настройка окна регистрации как transient и открытие его в модальном режиме
registration_window.transient(self.root)
registration_window.wait_visibility() # Ждем, пока окно станет видимым
registration_window.grab_set_global() # Глобально захватываем фокус
# Захват фокуса и установка активности окна регистрации
registration_window.grab_set()
registration_window.focus_force()
self.root.wait_window(registration_window)
# Функция проверки символов в окне Авторизации
def register_user(self):
# Получаем значения из виджетов
default_folder_reg = self.name_entry.get("1.0", "end-1c").strip()
api_key_reg = self.password_entry.get("1.0", "end-1c").strip()
# Проверка на отсутствие символов и превышение количества символов
if not default_folder_reg.strip():
messagebox.showwarning("Предупреждение", "Введите идентификатор default folder")
return
if len(default_folder_reg.strip()) > 40:
messagebox.showwarning("Предупреждение", "Превышено количество символов идентификаторе default folder (максимум 40 символов).")
return
if not api_key_reg.strip():
messagebox.showwarning("Предупреждение", "Введите API ключ")
return
if len(api_key_reg.strip()) > 40:
messagebox.showwarning("Предупреждение", "Превышено количество символов в API ключе (максимум 40 символов)")
return
# Проверка, что все символы логина и пароля являются латинскими буквами или цифрами
if not default_folder_reg.isalnum() or not default_folder_reg.isascii():
messagebox.showwarning("Предупреждение", "Идентификатор default folder должен содержать только латинские буквы и цифры")
return
if not api_key_reg.isalnum() or not api_key_reg.isascii():
messagebox.showwarning("Предупреждение", "API ключ должен содержать только латинские буквы и цифры")
return
self.default_folder = default_folder_reg
self.api_key = api_key_reg
# Создаем словарь для JSON
data = {
"self.default_folder": self.default_folder,
"self.api_key": self.api_key
}
filename = "Login_SmartiksGPT.json" # Создаем JSON файл
with open(filename, "w") as file:
json.dump(data, file, indent=4)
print(f"JSON файл '{filename}' создан успешно.")
self.registration_window_close.destroy() # Закрываем окно регистрации
# Функция проверки вводимых символов (должны быть латинские или цифры)
def validate_input(self, event, registration_window):
key_code = event.keycode # Получаем код клавиши
if key_code == 8 or key_code in {37, 38, 39, 40} or (event.keysym == "Shift_L" or event.keysym == "Shift_R" or event.keysym == "Alt_L" or event.keysym == "Alt_R"): # Проверяем, что это не Backspace, стрелки или Shift или Alt что бы не было ложного срабатывания messagebox
return True
new_text = event.widget.get("1.0", "end-1c")
max_chars = 40 # Устанавливаем количество символов
if len(new_text) >= max_chars:
return "break" # Останавливаем ввод новых символов
if new_text == "": # Проверяем, что поле ввода не пустое
return True
if new_text and not re.match(r'^[a-zA-Z0-9\s]*$', new_text):
registration_window.grab_set()
tk.messagebox.showerror("Предупреждение", "Допустимы только латинские буквы и цифры")
return False
# Функция чтения файла Логина и пароля self.default_folder и self.api_key
def read_login_credentials(self, file_path):
try:
with open(file_path, 'r') as file:
data = json.load(file)
self.default_folder = data.get('self.default_folder')
self.api_key = data.get('self.api_key')
#print("Значения из файла успешно загружены:")
#print("Default Folder:", self.default_folder)
#print("API Key:", self.api_key)
return self.default_folder, self.api_key
except FileNotFoundError:
print(f"Файл {file_path} не найден.")
return None, None
except json.JSONDecodeError:
print(f"Ошибка при декодировании файла {file_path}.")
return None, None
# Обработчик события для клавиши Enter
def handle_enter_key(self, event):
if event.state & 0x1: # Проверка, что нажата клавиша Shift (bitwise AND с 0x1)
self.entry.insert(tk.INSERT, '\n') # Вставляем символ новой строки
else:
self.on_submit()
def handle_shift_enter_key(self, event):
self.entry.insert(tk.INSERT, '\n')
# Функция всплывающего окна для установки значения креативности в главном окне
def show_creativity_popup(self):
popup = tk.Toplevel(self.root)
popup.title("Выберите значение")
values = ["0.0", "0.1", "0.2", "0.3", "0.4", "0.5", "0.6", "0.7", "0.8", "0.9", "1.0"]
dropdown = tk.OptionMenu(popup, self.selected_value, *values)
dropdown.pack(pady=10)
apply_button = tk.Button(popup, text="Применить", command=lambda: self.update_temperature_and_close(popup))
apply_button.pack(pady=10)
# Установка размеров и позиции всплывающего окна
popup_width = 170
popup_height = 100
screen_width = self.root.winfo_screenwidth()
screen_height = self.root.winfo_screenheight()
x = (screen_width - popup_width) // 2
y = (screen_height - popup_height) // 2
popup.geometry(f"{popup_width}x{popup_height}+{x}+{y}")
popup.transient(self.root)
popup.grab_set()
popup.resizable(width=False, height=False) # Блокировка изменения размеров окна
popup.focus_force() # Установка фокуса (всплывающее окно становиться активным)
self.root.wait_window(popup)
# Функция для обновления виджета с числовым значением
def update_numbers_widget(self):
self.numbers_widget.config(state='normal')
self.numbers_widget.delete("1.0", tk.END)
self.numbers_widget.insert(tk.END, self.selected_value.get())
self.numbers_widget.config(state='disabled')
# Функция для обновления температуры и закрытия всплывающего окна
def update_temperature_and_close(self, popup):
self.update_numbers_widget()
popup.destroy()
# Функция при нажатии кнопки "Отправить"
def on_submit(self):
entered_text = self.entry.get("1.0", "end-1c").strip() # Получение текста из виджета self.entry
# Если entered_text пусто, показываем всплывающее сообщение "Введите описание специализации"
if not entered_text:
messagebox.showwarning("Предупреждение", "Введите сообщение")
return
# Проверка количества символов в сообщении
entered_text_previshenie = len(entered_text) - 19000 # Вычисление количества превысивших символов
if len(entered_text) > 19000:
messagebox.showwarning("Предупреждение", f"Количество символов в сообщении превысило лимит на {entered_text_previshenie} шт.")
return
if not entered_text: # Проверка, что введенный текст не пустой
return
user_message = f" Пользователь: \n{entered_text}\n" # Вставка в переменную user_message выражения Пользователь: \n{entered_text}\n в котором находится значение переменной entered_text и всё это обрамляется {} т.к. стоит f
self.insert_to_result_label(user_message)
self.entry.delete("1.0", tk.END)
# Устанавливается значение переменной system_message в зависимости от наличия текста в переменной self.description_text (описание промпта при выборе из списка специализаций)
if self.description_text: # Если self.description_text истинно (там есть какоке то значение)
system_message = self.description_text # то system_message примет значение self.system_message = "Ты умный ассистент"
else: # Иначе (self.description_text пусто (ложно)
system_message = self.system_message # system_message примет значение self.system_message
# Обновляем значение параметра temperature в методе answer_from_yandex_gpt
user_temperature_str = self.selected_value.get()
if not user_temperature_str:
return
user_temperature = float(user_temperature_str) # Преобразование строки значения температуры в число с плавающей запятой и присваивание значения user_temperature
self.user_temperature = user_temperature # Присваивание значения user_temperature в self.user_temperature
self.answer_from_yandex_gpt(entered_text, system_message, user_temperature, self.default_folder, self.api_key) # Вызов метода answer_from_yandex_gpt с передачей в него введенного текста и температуры (entered_text, system_message, user_temperature)
# Функция очистки беседы при нажатии кнопки "Очистить"
def clear_result_label(self):
self.result_label.config(state='normal')
self.result_label.delete('1.0', tk.END)
self.result_label.config(state='disabled')
# Функция для вставки сообщение окна беседы с YandexGPT result_label
def insert_to_result_label(self, message):
self.result_label.config(state='normal')
self.result_label.insert(tk.END, message)
self.result_label.see(tk.END)
self.result_label.config(state='disabled')
# Функция формирование запроса к Yandex GPT
def answer_from_yandex_gpt(self, user_input, system_message, user_temperature, default_folder, api_key):
prompt = {
"modelUri": f"gpt://{default_folder}/{self.gpt_model_uri_get}",
"completionOptions": {
"stream": False,
"temperature": user_temperature,
"maxTokens": "2000"
},
"messages": [
{"role": "system", "text": system_message},
{"role": "user", "text": user_input}
]
}
#print("Prompt temperature:", prompt["completionOptions"]["temperature"])
# Отправка запроса к Yandex GPT
url = "https://llm.api.cloud.yandex.net/foundationModels/v1/completion"
headers = {
"Content-Type": "application/json",
"Authorization": f"Api-Key {api_key}"
}
response = requests.post(url, headers=headers, json=prompt)
result = response.text
result_json = json.loads(result)
assistant_text = result_json['result']['alternatives'][0]['message']['text']
response_temperature = result_json['result']['alternatives'][0]['message'].get('temperature')
if response_temperature is not None:
print("Response temperature:", response_temperature)
# Выводим значение system_message в консоль
print("Температура запроса:", prompt["completionOptions"]["temperature"])
print("Системное сообщение:", system_message)
print("Используемая модель:", self.gpt_model_uri_get)
# Вывод данных специализации в консоль
#self.print_specialization_data()
# Отображение ответа от YandexGPT в программе
self.insert_to_result_label(f" YandexGPT: \n{assistant_text}\n\n")
# Вывод ответа от YandexGPT в консоль
print(result)
# Создание нового всплывающего окна (Toplevel) "Специализация" и установка его заголовка
def show_specialization_popup(self):
popup = tk.Toplevel(self.root)
popup.title("Специализация")
# Устанавливает значение креативности по умолчанию
self.selected_value.set("0.0")
# Установка "Список специализаций" по умолчанию при каждом запуске
self.selected_specialization.set("Список специализаций")
# Загрузка данных из файла specialization_data.pkl
try:
with open("specialization_data.json", "rb") as file:
self.specialization_data = json.load(file)
except FileNotFoundError:
print("Файл specialization_data.json не найден.")
# Если файл отсутствует, устанавливаем пустой словарь
self.specialization_data = {}
# Присваиваем "Список специализаций" при отсутствии файла
self.selected_specialization.set("Список специализаций")
# Получение списка name из словаря self.specialization_data
specialization_keys = [spec['name'] for spec in self.specialization_data.values()]
tk.Label(popup, text="Специализация").grid(row=0, column=0, pady=10)
# Ограничение длины ключей до символов
max_key_length = 40
filtered_specialization_keys = [key[:max_key_length] for key in specialization_keys]
# Создание виджета OptionMenu и передача списка ключей
if filtered_specialization_keys: # Проверяет, есть ли какие-либо значения в переменной filtered_specialization_keys
specialization_dropdown = tk.OptionMenu(popup, self.selected_specialization, *filtered_specialization_keys, command=self.on_specialization_select) # Если условие из предыдущей строчки истинно, то создается выпадающий список (OptionMenu). self.selected_specialization это переменная которая будет использоваться для отслеживания выбранного значения
else: # Если в выпадающем списке (переменная filtered_specialization_keys) нет значений
specialization_dropdown = tk.OptionMenu(popup, self.selected_specialization, "Нет данных") # будет только один пункт с текстом "Нет данных"
specialization_dropdown.grid(row=0, column=1, columnspan=2, padx=25, pady=10, sticky="ew") # Размещение выпадающего списка на сетке окна
specialization_dropdown.config(height=1, anchor="n", width=40) # anchor="n" выравнивает текст по высоте внутри виджета и смещает его сверху в центр
delete_button = tk.Button(popup, text=" Удалить ", command=lambda: self.delete_selected_specialization(popup), fg="red", activeforeground="red")
delete_button.grid(row=0, column=3, padx=14, pady=10, sticky="e")
# Создание виджета для ввода параметров специализации
tk.Label(popup, text="Создание и редактирование специализации:").grid(row=1, column=0, columnspan=7, pady=10)
# Создание метки и виджета для ввода названия специализации
tk.Label(popup, text="Название:").grid(row=2, column=0, padx=5, pady=10)
self.specialization_entry = tk.Text(popup,wrap="word", width=40, height=1, padx=2)
self.specialization_entry.bind("<Key>", self.enforce_maxlength) # Привязываем метод ограничения символов (elf.enforce_maxlength) к событию Key
self.specialization_entry.grid(row=2, column=1, padx=5, pady=10)
self.specialization_entry.bind("<KeyPress-Return>", lambda e: "break") # Отключаем клавишу Enter в виджете что бы корректно сохранялось название Специализации
# Добавление контекстного меню для виджета specialization_entry
entry_context_menu = Menu(popup, tearoff=0)
entry_context_menu.add_command(label="Копировать", command=lambda: self.copy_text_to_clipboard(self.specialization_entry))
entry_context_menu.add_command(label="Вставить", command=lambda: self.paste_text_from_clipboard(self.specialization_entry))
self.specialization_entry.bind("<Button-3>", lambda event: entry_context_menu.post(event.x_root, event.y_root))
# Создание метки и виджета для выбора параметра креативности
tk.Label(popup, text="Креативность:").grid(row=3, column=0, padx=5, pady=10)
creativity_values = ["0.0", "0.1", "0.2", "0.3", "0.4", "0.5", "0.6", "0.7", "0.8", "0.9", "1.0"]
self.creativity_dropdown = tk.OptionMenu(popup, self.selected_value, *creativity_values)
self.creativity_dropdown.grid(row=3, column=1, padx=5, pady=10)
# Создание метки и виджета для ввода описания специализации
tk.Label(popup, text="Описание:").grid(row=4, column=0, padx=5, pady=10)
self.description_text_spec = tk.Text(popup, wrap="word", width=40, height=5, padx=2)
self.description_text_spec.grid(row=4, column=1, padx=5, pady=10)
# Добавление контекстного меню для виджета self.description_text_spec
description_context_menu = tk.Menu(popup, tearoff=0)
description_context_menu.add_command(label="Копировать", command=lambda: self.copy_text_to_clipboard(self.description_text_spec))
description_context_menu.add_command(label="Вставить", command=lambda: self.paste_text_from_clipboard(self.description_text_spec))
self.description_text_spec.bind("<Button-3>", lambda event: description_context_menu.post(event.x_root, event.y_root))
# Создание кнопки для применения и привязка к ней метода apply_specialization с передачей параметров
self.apply_button = tk.Button(popup, text="Применить", command=lambda: self.apply_specialization(popup, self.specialization_entry.get("1.0", tk.END), self.description_text_spec))
self.apply_button.grid(row=4, column=3, padx=5, pady=10)
# Установка размеров и позиции всплывающего окна
popup_width = 530
popup_height = 307
popup.resizable(False, False) # Запрет изменения размеров окна
screen_width = self.root.winfo_screenwidth()
screen_height = self.root.winfo_screenheight()
x = (screen_width - popup_width) // 2
y = (screen_height - popup_height) // 2
popup.geometry(f"{popup_width}x{popup_height}+{x}+{y}")
# Настройка всплывающего окна как transient и открытие его в модальном режиме
popup.transient(self.root)
popup.wait_visibility() # Ждем, пока окно станет видимым
popup.grab_set_global() # Глобально захватываем фокус
# Захват фокуса и установка активности всплывающего окна
popup.grab_set()
popup.focus_force()
self.root.wait_window(popup.winfo_toplevel())
# Функция ограничения количества символов вводимых в название специализации
def enforce_maxlength(self, event):
max_chars = 40
if len(self.specialization_entry.get("1.0", "end-1c")) >= max_chars:
if event.keysym not in ["BackSpace", "Delete"]: # Разрешаем удаление символов
return "break"
# Получение данных о выбранной специализации из self.specialization_data
def on_specialization_select(self, specialization):
specialization_data = self.specialization_data.get(specialization, {})
self.key = specialization_data.get('key', '')
# Обновление виджетов в соответствии с данными о специализации
self.specialization_entry.delete('1.0', tk.END) # Очистка текстового поля
self.specialization_entry.insert('1.0', specialization_data.get('name', '')) # Вставка названия специализации
selected_creativity = specialization_data.get('creativity', '') # Получение креативности специализации
self.selected_value.set(selected_creativity) # Установка выбранной креативности в выпадающем списке
self.description_text_spec.delete('1.0', tk.END) # Очистка текстового поля
self.description_text_spec.insert('1.0', specialization_data.get('description', '')) # Вставка описания специализации
# Функция Копировать для окна "Специализация"
def copy_text_to_clipboard(self, widget):
selected_text = widget.get("sel.first", "sel.last")
self.root.clipboard_clear()
self.root.clipboard_append(selected_text)
self.root.update()
def paste_text_from_clipboard(self, widget):
try:
# Получение выделенного текста в виджете
selected_text = widget.get(tk.SEL_FIRST, tk.SEL_LAST)
# Если есть выделенный текст, удаляем его
if selected_text:
widget.delete(tk.SEL_FIRST, tk.SEL_LAST)
except tk.TclError:
# Обработка ошибки, если выделенного текста нет
pass
# Вставка текста из буфера обмена в виджет
text_to_paste = self.root.clipboard_get()
widget.insert(tk.INSERT, text_to_paste)
# Функция кнопки "Применить" в окне "Специализация"
def apply_specialization(self, popup, specialization_name, description_text_spec):
if isinstance(description_text_spec, tk.Text): # Проверка, является ли description_text_spec объектом класса tk.Text. Если это так, то извлекается текст из виджета tk.Text и сохраняется в переменной system_message
system_message = description_text_spec.get("1.0", tk.END).strip()
else: # Если нет, то используется строковое представление description_text_spec
system_message = str(description_text_spec).strip()
variable_name = specialization_name[:40] # Создание переменной variable_name, которая содержит первые 40 символов из строки specialization_name. Это используется в качестве уникального идентификатора для данных о специализации.
formatted_text = specialization_name # Создание переменной formatted_text, которая получает значение specialization_name
# Если specialization_name пусто, показываем всплывающее сообщение "Введите название специализации"
if not specialization_name.strip(): # strip() очищает specialization_name от символов пробела и перевода строки для корректной работы условия
messagebox.showwarning("Предупреждение", "Введите название специализации")
return
# Если system_message пусто, показываем всплывающее сообщение "Введите описание специализации"
if not system_message:
messagebox.showwarning("Предупреждение", "Введите описание специализации")
return
# Проверка количества символов в названии специализации
if len(specialization_name.strip()) > 40:
messagebox.showwarning("Предупреждение", "Количество символов в названии специализации превысело 40 символов")
return
# Проверка количества символов в описании специализации
system_message_previshenie = len(system_message) - 3800 # Вычисление количества превысевших символов
if len(system_message) > 3800:
messagebox.showwarning("Предупреждение", f"Количество символов в описании специализации превысило лимит на {system_message_previshenie} шт.")
return
self.specialization_widget.config(state='normal') # Установка состояния виджета self.specialization_widget в 'normal' (возможность редактирования)
self.specialization_widget.delete("1.0", tk.END) # Очистка содержимого виджета self.specialization_widget с начала (строка "1.0") до конца (tk.END)
self.specialization_widget.insert(tk.END, formatted_text) # Вставка текста из formatted_text в виджет self.specialization_widget в конец (tk.END)
self.specialization_widget.config(state='disabled') # Установка состояния виджета self.specialization_widget в 'disabled' (невозможность редактирования)
# Обновляем user_temperature из выбранного значения креативности
user_temperature_str = self.selected_value.get() # Получение значения из переменной self.selected_value и сохранение его в user_temperature_str
if user_temperature_str: # Проверка, что user_temperature_str не является пустой строкой
self.user_temperature = float(user_temperature_str) # Преобразование строки user_temperature_str в число с плавающей запятой и сохранение результата в self.user_temperature
self.update_numbers_widget() # Вызов метода update_numbers_widget для обновления числового виджета
#user_input = "Привет" # Присвоение переменной user_input значения "Привет" что бы при создании специализации (промпта) к YandexGPT отправлялся запрос от пользователя и приходил ответ от YandexGPT, если не будет ответа будет ошибка с отсутствием ответа (result)
# Переназначение значения переменной из виджета Описание для того что бы промпт (system_message) не сбрасывался на значение по умолчанию или не оставался отпредыдущего значения после выбора из Списка специализаций
self.description_text_value = description_text_spec.get("1.0", tk.END).strip() # Преобразуем содержимое из виджета Описание в текст
self.system_message = self.description_text_value # Присвоение self.description_text_value значению по умолчанию self.system_message (по умолчанию "Отвечай как ассистент")
self.description_text = self.system_message # Присвоение полученное self.system_message переменной self.description_text (значение которого остаётся после выбора из списка специализаций)
# Отправление запроса к yandex_gpt при нажатии кнопки "Применить"
#self.answer_from_yandex_gpt(user_input, self.description_text_value, self.user_temperature) # Вызов метода answer_from_yandex_gpt с передачей параметров user_input, system_message и self.user_temperature
# Убирает \n (перевод строки) из key name (откуда они там берутся не выяснил)
variable_name = variable_name.strip()
specialization_name = specialization_name.strip()
# Проверяем, совпадает ли выбранная специализация с каким-либо ключом в словаре
if self.selected_specialization.get() in self.specialization_data.keys():
del self.specialization_data[self.selected_specialization.get()] # Если да, удаляем этот ключ и его значение из словаря
# Добавление данных о специализации в словарь self.specialization_data с использованием variable_name в качестве ключа
self.specialization_data[variable_name] = {
"name": specialization_name,
"description": system_message,
"creativity": self.user_temperature
}
self.save_specialization_data() # Сохранение данных о специализации в файл на локальном жёстком диске
popup.destroy() # Закрываем всплывающее окно
# Функция удаления выбранно специализации
def delete_selected_specialization(self, popup):
if self.selected_specialization.get() in self.specialization_data.keys():
del self.specialization_data[self.selected_specialization.get()]
else:
print("Выбранной специализации нет в данных")
self.save_specialization_data()
popup.destroy()
# Функция отображение контекстного меню для результата
def show_context_menu(self, event):
self.context_menu.post(event.x_root, event.y_root)
# Копирование выделенного текста результата
def copy_text(self):
selected_text = self.result_label.get("sel.first", "sel.last")
self.root.clipboard_clear()
self.root.clipboard_append(selected_text)
self.root.update()
# Отображение контекстного меню для ввода сообщения
def show_entry_context_menu(self, event):
self.entry_context_menu.post(event.x_root, event.y_root)
# Копирование выделенного текста ввода сообщения
def copy_entry_text(self):
selected_text = self.entry.get("sel.first", "sel.last")
self.root.clipboard_clear()
self.root.clipboard_append(selected_text)
self.root.update()
def paste_entry_text(self):
try:
# Получение выделенного текста в виджете
selected_text = self.entry.get(tk.SEL_FIRST, tk.SEL_LAST)
# Если есть выделенный текст, удаляем его
if selected_text:
self.entry.delete(tk.SEL_FIRST, tk.SEL_LAST)
except tk.TclError:
# Обработка ошибки, если выделенного текста нет
pass
# Вставка текста из буфера обмена в текущую позицию курсора в виджет ввода сообщения
text_to_paste = self.root.clipboard_get()
self.entry.insert(tk.INSERT, text_to_paste)
# Функция для транслитерации текста в латиницу
def transliterate_to_latin(self, text):
return translit(text, 'ru', reversed=True)
# Функция для сохранения специализаций в файл JSON на компьютер
def save_specialization_data(self, filename="specialization_data.json"):
try:
with open(filename, "w") as file:
json.dump(self.specialization_data, file)
print(f"Специализация успешно сохранена в файле: {filename}")
except Exception as e:
print(f"Ошибка при сохранении специализации: {e}")
# Функция загрузки данных о специализациях из файла JSON
def load_specialization_data(self, filename="specialization_data.json"):
try:
with open(filename, "r") as file:
self.specialization_data = json.load(file)
print(f"Специализация успешно загружена из файла: {filename}")
except FileNotFoundError:
print("Файл specialization_data.json не найден.")
self.specialization_data = {}
except Exception as e:
print(f"Ошибка при загрузке специализации из файла: {e}")
# Функция для создания JSON файла с данными специализации при первом запуске
def create_specialization_data(self):
filename = "specialization_data.json"
if os.path.exists(filename): # Проверяем наличие файла
print("Файл уже существует. Пропускаем создание нового файла.")
return
# Данные для записи в JSON файл Специализации
specialization_data_new = {
"Переводчик с английского на русский язык": {
"name": "Переводчик с английского на русский язык",
"description": "Переводи на русский язык полученные сообщения",
"creativity": 0.6
},
"Исправление грамматических ошибок": {
"name": "Исправление грамматических ошибок",
"description": "Исправь грамматические, орфографические и пунктуационные ошибки в тексте. Сохраняй исходный порядок слов.",
"creativity": 0.0
},
"Генерация описания товара": {
"name": "Генерация описания товара",
"description": "Ты — маркетолог. Напиши описание товара для маркетплейса. Используй заданные название товара, категорию и ключевые слова.",
"creativity": 0.0
},
"Генерация рекламного объявления": {
"name": "Генерация рекламного объявления",
"description": "Ты — профессиональный маркетолог с опытом написания высококонверсионной рекламы. Для генерации рекламного текста ты изучаешь потенциальную целевую аудиторию и оптимизируешь рекламный текст так, чтобы он обращался именно к этой целевой аудитории. Напиши рекламный текст для следующих продуктов/услуг. Создай текст объявления с привлекающим внимание заголовком и убедительным призывом к действию, который побуждает пользователей к целевому действию.",
"creativity": 0.0
},
"Генерация ответа на отзыв клиента": {
"name": "Генерация ответа на отзыв клиента",
"description": "Ты — коммьюнити-менеджер и работаешь с обратной связью клиентов на продукты и сервисы компании. Напиши вежливый ответ на отзыв покупателя в Интернете.",
"creativity": 0.0
},
"Переписывание шаблонного ответа": {
"name": "Переписывание шаблонного ответа",
"description": "Ты — оператор клиентской поддержки. Переформулируй ответ так, будто он составлен оператором поддержки.",
"creativity": 0.0
},
"Классификация обращений": {
"name": "Классификация обращений",
"description": "Классифицируй обращения клиента в подходящую категорию. Категории: Статус заказа, Возврат и обмен товаров, Характеристики продукта, Технические проблемы, Другое. В ответе укажи только категорию.",
"creativity": 0.0
},
"Распознавание именованных сущностей": {
"name": "Распознавание именованных сущностей",
"description": "Найди все упомянутые даты и время в тексте. Выведи их, каждый с новой строки. Пример результата: 22-01-2019 17:00 Завтра 18:15 Вчера Если в тексте нет дат, верни 0.",
"creativity": 0.0
},
"Нормализация чисел и дат": {
"name": "Нормализация чисел и дат",
"description": "Перепиши текст, заменяя все числа цифрами.",
"creativity": 0.0
},
"Краткий пересказ статьи": {
"name": "Краткий пересказ статьи",
"description": "Выдели основные мысли из статьи.",
"creativity": 0.0
},
"Ассистент": {
"name": "Ассистент",
"description": "Ты умный ассистент",
"creativity": 0.6
},
"Маркетинговый текст": {
"name": "Маркетинговый текст",
"description": "Ты — опытный копирайтер. Напиши маркетинговый текст с учётом вида текста и заданной темы.",
"creativity": 0.0
},
"Шеф-повар": {
"name": "Шеф-повар",
"description": "Я хочу, чтобы ты был моим личным шеф-поваром. Я расскажу тебе о своих диетических предпочтениях и аллергиях, а ты предложишь мне попробовать рецепты. В ответе ты должен указать только те рецепты, которые ты порекомендуешь, и ничего больше. Не пиши объяснений.",
"creativity": 0.5
},
"Толкователь снов": {
"name": "Толкователь снов",
"description": "Я хочу, чтобы ты выступил в роли толкователя снов. Я дам тебе описания моих снов, а ты предоставишь толкования, основанные на символах и темах, присутствующих во сне. Не содержат личных мнений или предположений о сновидце. Предоставляют только фактические интерпретации, основанные на предоставленной информации.",
"creativity": 0.8
},
"Генератор идей для стартапа": {
"name": "Генератор идей для стартапа",
"description": "Генерируйте идеи для стартапов, основываясь на пожеланиях людей. Например, когда я говорю: \"Я бы хотел, чтобы в моём маленьком городке был большой торговый центр\", вы создаёте бизнес-план для стартапа, включающий название идеи, краткую характеристику целевого пользователя, ключевые точки пользователя, основные ценностные предложения, каналы продаж и маркетинга, источники доходов, структуру затрат, ключевых партнёров, этапы проверки идеи, предполагаемую стоимость работы в течение 1 года и потенциальные бизнес-задачи, на которые следует обратить внимание.",
"creativity": 0.9
}
}
with open(filename, "w", encoding="utf-8") as file: # Записываем данные в JSON файл
json.dump(specialization_data_new, file, ensure_ascii=False, indent=4) # ensure_ascii=False указывает, что необходимо сохранять не-ASCII, indent=4 задает отступ в 4 пробела для форматирования записываемых данных для лучшей читаемости
print(f"JSON файл '{filename}' успешно создан.")
def show_guide(self):
guide_window = tk.Toplevel(self.root)
guide_window.title("Руководство")
# Создаем виджет tk.Text
self.guide_text = tk.Text(guide_window, wrap="word", padx=7)
self.guide_text.insert("1.0", """ SmartiksGPT это программа для доступа к модели ИИ (Искусственного Интеллекта) YandexGPT с возможностью формирования системных сообщений (system massage, в программе называется «Описание специализации») и изменения temperature (в программе называется «Креативность»). Изменяя «Описание специализации» и «Креативность», вы в широких пределах можете изменять и регулировать поведение модели YandexGPT.
SmartiksGPT предназначена для творчества и для работы в ней можно получить ответы на вопросы, написать творческое произведение, написать стих, автоматизировать рутинные информационные процессы и многое другое что вы сможете придумать или уже придумали другие. Пробуйте, получайте опыт взаимодействия с новейшей информационной системой ИИ YandexGPT.
Сообщение к модели (YandexGPT) состоит из system massage (в программе это описание специализации) + текст вашего сообщения которое вы вводите в главном окне программы и temperature (в программе это называется креативность).
В system massage (описание специализации) вы можете поместить:
•Краткое описание модели (например: ты менеджер по продажам, ты бывалый моряк, ты детский сказочник и т. д. и т.п.)
•Личные качества модели (например: ты умный, ты гений, ты смелый ты гордый и т. д.)
•Инструкции или правила, которым вы хотели бы, чтобы следовала модель (например отвечай кратко, отвечай очень подробно, не употребляй слова в превосходной степени и т. д.)
•Данные или информация, необходимые для модели, например какие либо примеры (например: Все даты и фамилии из статьи собери в одно место например:
Даты:
Фамилии:
Описание специализации предназначено для автоматизации процесса общения то есть если вы хотите что бы модель отвечала вам определённым образом и каждый раз не вводить свои пожелания и инструкции вы их помещаете в описание и они каждый раз при вашем запросе добавляются перед вашим запросом. Например описание специализации: «Переводи на русский язык полученные сообщения», ваш текст : I'm sitting at my computer для модели будут выглядить так : «Переводи на русский язык полученные сообщения I'm sitting at my computer» и вы получите ожидаемый ответ : «Я сижу за своим компьютером». По сути "Описание специализации" (system massage) это программа для GPT модели т.е. инструкции которая она должна выполнить.
Для первоначальных экспериментов для подбора описания специализации используйте специализацию «Ассистент» которая установлена по умолчанию при запуске программы там в качестве system massage используется «Ты умный ассистент», так же «Ассистент» можно использовать просто для общения с YandexGPT.
В программе есть встроенные специализации которые можно найти нажав кнопку «Специализация» и выбрав в виджете с названием «Список специализаций». Так же в этом окне вы можете создавать свои варианты внеся своё название и описание в нужные поля так же можно выбрать уровень креативности (по умолчанию 0.0) после нажатия кнопки «Применить» вы можете её использовать при дальнейшем общении с моделью и эта специализация сохранится в файле. Так же можно редактировать сохранённые Специализации.
Если вы задаёте вопрос модели (YandexGPT) и получаете ответ на него то это не значит что она даёт вам ответ, модель просто генерирует дальнейшую последовательность слов (токенов) которые заложены в её модели используя текст для старта который вы ей прислали, который соответственно состоит из system massage (описание специализации) и вашего текста введённого в окно для отправки сообщения, модель не работает по принципу вопрос-ответ она работает по принципу генерации текста после сообщения полученного от вас, но так как после вопросов часто идут ответы (в текстах на которых она училась) вы получаете ответ на ваш вопрос, эту фундаментальную особенность технологии GPT важно понимать что бы в итоге получить ожидаемое для вас поведение модели.
Вариативность (изменчивость) ответа зависит от параметра креативности (от 0 до 1.0) т.е. при креативности = 0 на один и то же сообщение вы получите абсолютно одинаковый ответ, а при креативности 1.0 вы получите всегда разные ответы может быть одинаковые по смыслу но разные по словесному выражению. Так же чем выше креативность тем выше риск в качестве ответа получить галлюцинацию это когда текст не имеет смысла или не соответствует фактам. Вариативность подбирается опытным путём и исходя из желаемого поведения модели, например для ответов по вопросам о математике лучше поставить 0, а при составлении текста на творческую тему 0.8 – 1.0, в качестве отправной точки пробуйте 0,6 дальше экспериментируйте.
При работе вы можете в качестве эксперимента изменять креативность в главном окне но после закрытия программы эта креативность в файле описания специализации не сохранится, что бы её сохранить вызовите окно «Специализация» - в списке специализаций выберите нужное название и установите нужное значение потом нажмите кнопку «Применить» так же там можете менять описание (system massage) и название и после нажатия кнопки «Применить» будут использоваться новые данные при дальнейшей работе, и они сохранятся в файле специализаций, т.е. при работе вы можете оперативно менять параметры работы с моделью и после нажатия кнопки «Применить» данные сохраняются в файл и дальнейшее общение уже идёт с обновлёнными данными.
На данном этапе развития модель YandexGPT не помнит контекст разговора, то есть о чём вы говорили в предыдущих сообщениях, это надо учитывать при формировании ваших запросов и описании специализации (system massage) и это не особенность или слабость YandexGPT это генеративная сущность любой GPT модели, для того что бы модель начала помнить контекст разговора ей надо программными методами каждый раз при новом запросе упаковывать предыдущие сообщения и отправлять при каждом новом запросе, но это работа программной обвязки модели и применяются в готовых программных продуктах для конечного пользователя.
Внизу окна программы можно выбрать испльзуемую модель YandexGPT или YandexGPT-lite. YandexGPT более мощная, но она тарифицируется в четыре раза дороже.
При составлении запросов и описаний специализации (system massage) учитывайте данные рекомендации:
•Отделяйте текст от задания например:
Хуже - Резюмируйте приведенный ниже текст в виде сводного списка наиболее важных моментов (далее ваш текст).
Лучше - Резюмируйте приведенный ниже текст в виде сводного списка наиболее важных моментов.
Текст:
(здесь ваш текст)
•Будьте конкретны, описательны и как можно более подробны в отношении желаемого контекста, результата, продолжительности, формата, стиля и т. Д
Хуже - Напишите стихотворение о природе.
Лучше - Напишите короткое вдохновляющее стихотворение о природе, посвященное тайге и великим рекам России в стиле А. С. Пушкина
•Сформулируйте желаемый формат вывода с помощью примеров
Хуже - Извлеките сущности, упомянутые в тексте ниже. Извлеките следующие 4 типа сущностей: названия компаний, имена людей, конкретные разделы и тематики.Текст: { ваш текст}
Лучше - Извлеките важные объекты, упомянутые в тексте ниже. Сначала извлеките названия всех компаний, затем извлеките имена всех сотрудников, затем извлеките конкретные темы, соответствующие содержанию, и, наконец, извлеките общие, всеобъемлющие темы
Желаемый формат
Названия компаний: -||-
Имена сотрудников: -||-
Конкретные темы: -||-
Общие темы: -||-
Текст: {ваш текст}
•Сократите количество размытых и неточных описаний.
Хуже - Описание этого продукта должно быть довольно коротким, всего в нескольких предложениях, и не более того.
Лучше - Описание этого продукта должно состоять из 3-5 предложений.
Составление запросов (промптов) это тонкий процесс и это можно назвать творчеством, небольшое изменение описания специализации и креативности может сильно повлиять на результат.
Справочная информация:
Допустимое количество символов в сообщении вместе с пробелами и переносом строки – 19000 символов ≈3000 слов ≈ 4-6 листа машинописного текста А4 ≈ 4000 токенов (1 слово ≈ 1,5 токена)
Допустимое количество символов в описании специализации вместе с пробелами и переносом строки – 3800 символов ≈ 500 слов ≈ 1 лист машинописного текста А4 ≈ 800 токенов.
Максимальное количество токенов в ответе YandexGPT – 2000 токенов ≈ 1300 слов.
Для перехода на новую строку в окошке сообщения нажмите «Shift» и не отпуская её клавишу «Ввод» («Enter»).
Для прокрутки текста в окне наведите мышку на окошко и колёсиком прокручивайте текст.
specialization_data.json - Это файл где хранятся данные специализаций программы.
Login_SmartiksGPT.json - это файл где хранятся идентификатор default folder и API ключ
Инстукция по получению идентификатора default folder и ключа API
Зарегестрироваться в Яндексе → зайти по адресу https://cloud.yandex.ru/ru/services/yandexgpt →
Нажать кнопку "Открыть сервис" (откроется консоль по адресу https://console.cloud.yandex.ru/folders/) →
вверху будет название папки (пример - b1gzvco24o5932ufhx5o) это будет идентификатор default folder →
вверху справа нажать кнопку "Создать сервисный аккаунт" → создать сервисный аккаунт и получить ключ API (пример - AQCN9cmr7nfdO6RqB4jv1u43lR1q2av4pyQCwZrL).
Полезные ссылки
Документация по YandexGPT API - https://cloud.yandex.ru/ru/docs/yandexgpt/
Статья про Yandex Cloud - https://habr.com/ru/companies/yandex_cloud_and_infra/articles/760252/
""")
# Создание контекстного меню "Копировать" для Руководства
self.context_menu_guide = Menu(self.guide_text, tearoff=0)
self.context_menu_guide.add_command(label="Копировать", command=self.copy_text_show_guide)
self.guide_text.bind("<Button-3>", self.context_menu_guide_vizov) # Привязка контекстного меню к виджету Text
self.guide_text.pack(expand=True, fill="both", padx=0, pady=0) # Установка ширины окантовки окна
self.guide_text.config(state="disabled") # Установка запрета редактирования текста
# Установка размеров и позиции всплывающего окна
popup_width = 600
popup_height = 600
guide_window.resizable(False, False) # Запрет изменения размеров окна
screen_width = self.root.winfo_screenwidth()
screen_height = self.root.winfo_screenheight()
x = (screen_width - popup_width) // 2
y = (screen_height - popup_height) // 2
guide_window.geometry(f"{popup_width}x{popup_height}+{x}+{y}")
# Настройка всплывающего окна как transient и открытие его в модальном режиме
guide_window.transient(self.root)
guide_window.wait_visibility() # Ждем, пока окно станет видимым
guide_window.grab_set_global() # Глобально захватываем фокус
# Захват фокуса и установка активности всплывающего окна
guide_window.grab_set()
guide_window.focus_force()
self.root.wait_window(guide_window.winfo_toplevel())
# Функция messagebox "О программе"
def show_about(self):
winsound.Beep(37, 1) # Отключаем звук в messagebox воспроизводя звук с частотой 2 Гц и 1 миллисекунду
messagebox.showinfo("О программе", " SmartiksGPT v. 1.0 2024 год \n программа доступа к YandexGPT \n разработчик [email protected]")
# Функции для контекстного меню "Копировать" в Руководстве def context_menu_guide_vizov и def copy_text_show_guide
def context_menu_guide_vizov(self, event):
self.context_menu_guide.post(event.x_root, event.y_root)
def copy_text_show_guide(self):
selected_text = self.guide_text.get("sel.first", "sel.last")
self.root.clipboard_clear()
self.root.clipboard_append(selected_text)
self.root.update()
# Основной блок, создание главного окна и экземпляра класса DraggableWindow
if __name__ == "__main__":
root = tk.Tk() # Cоздает экземпляр класса Tk главное окно
app = DraggableWindow(root) # Cоз дает экземпляр класса DraggableWindow и передает ему главное окно root
root.mainloop() # Запускает бесконечный цикл обработки событий Tkinter, который ожидает действий пользователя (например нажатие кнопок, перемещение мыши) и обновляет графический интерфейс соответственно Можно данный код скопировать в блокнот, сохранить с расширением .py например SmartiksGPT.py, скачать и установить интерпретатор Python 3.12 и пользоваться.
При первом запуске программы вводим значения default и API ключ в меню «Авторизация», в окне «Специализация» есть примеры которые можно модифицировать и добавлять новые.
Что можно ещё добавить к этой программе, ну например, добавить работу с GigaChat API и сравнивать их работу в жёстком спаринге, можно добавить запоминание контекста разговора, например при следующем запросе отправлять предыдущие, можно прикрутить RAG, можно добавить доступ к GPT 4 через сервис proxyapi.ru и наверно много чего ещё.
Данная программа допускает свободное использование и любую модификацию на своё усмотрение для членов habr сообщества.
-
11.11.25 15:16
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
11.11.25 15:36
peggy09
Crypto theft surges, with billions lost yearly. DIY fixes flop due to tech and legal walls. Standard reports gather dust without pros. Anthony Davies changes that. As the best funds recovery expert, his tracing, partnerships, and methods reclaim hacked wallet assets. He maximizes your shot at getting back stolen cryptocurrency. If you've been hit, reach out to Anthony Davies today. Every minute counts in this fight. Start your recovery journey now—don't let thieves win.Crypto theft surges, with billions lost yearly. DIY fixes flop due to tech and legal walls. Standard reports gather dust without pros. Anthony Davies changes that. As the best funds recovery expert, his tracing, partnerships, and methods reclaim hacked wallet assets. He maximizes your shot at getting back stolen cryptocurrency. If you've been hit, reach out to Anthony Davies today. Every minute counts in this fight. Start your recovery journey now—don't let thieves win. reach him at anthonydaviestech@gmail dot com or telegram anthonydavies
-
11.11.25 19:28
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
-
11.11.25 19:29
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
-
12.11.25 04:09
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
12.11.25 04:10
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
12.11.25 05:07
peggy09
Anthony Davies stands out in the world of crypto recovery. His skills come from years of hands-on work with blockchain tech. He helps people get back what thieves took, often against tough odds. i once lost $200000 to a fake broker site, anthony stood out as the only person who was able to get back my funds. you can contact him by sending an email to; anthonydaviestech @ gma1l com
-
12.11.25 09:37
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
-
12.11.25 09:37
patricialovick86
How To Recover Your Bitcoin Without Falling Victim To Scams: A Testimony Experience With Capital Crypto Recover Services, Contact Telegram: @Capitalcryptorecover Dear Everyone, I would like to take a moment to share my positive experience with Capital Crypto Recover Services. Initially, I was unsure if it would be possible to recover my stolen bitcoins. However, with their expertise and professionalism, I was able to fully recover my funds. Unfortunately, many individuals fall victim to scams in the cryptocurrency space, especially those involving fraudulent investment platforms. However, I advise caution, as not all recovery services are legitimate. I personally lost $273,000 worth of Bitcoin from my Binance account due to a deceptive platform. If you have suffered a similar loss, you may be considering crypto recovery, The Capital Crypto Recover is the most knowledgeable and effective Capital Crypto Recovery Services assisted me in recovering my stolen funds within 24 hours, after getting access to my wallet. Their service was not only prompt but also highly professional and effective, and many recovery services may not be trustworthy. Therefore, I highly recommend Capital Crypto Recover to you. i do always research and see reviews about their service, For assistance finding your misplaced cryptocurrency, get in touch with them, They do their jobs quickly and excellently, Stay safe and vigilant in the crypto world. Contact: [email protected] You can reach them via email at [email protected] OR Call/Text Number +1 (336)390-6684 his contact website: https://recovercapital.wixsite.com/capital-crypto-rec-1
-
13.11.25 19:01
peggy09
i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
-
13.11.25 20:05
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
13.11.25 20:05
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
13.11.25 22:51
ashley11
Recover All Lost Cryptocurrency From Scammers
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13.11.25 22:52
ashley11
Recover All Lost Cryptocurrency From Scammers TREQORA INTEL has exhibited unparalleled strength in the realm of recovery. They stand out as the premier team to collaborate with if you encounter withdrawal difficulties from the platform where you’ve invested. Recently, I engaged with them to recover over a million dollars trapped in an investment platform I’d been involved with for months. I furnished their team with every detail of the investment via Email (SUPPORT @ TREQORA . C O M”), including accounts, names, and wallet addresses to which I sent the funds. This decision proved to be the best I’ve made, especially after realizing I had been sc**med by the company. Initially, I harbored doubts about their services, but I was proven wrong. TREQORA INTEL ensures exemplary service delivery and ensures the perpetrators face justice. They employ advanced techniques to ensure you regain access to your funds. Understandably, many individuals who have fallen victim to investment scams may still harbor trepidation about engaging in online services again due to the trauma of being sc**med. However, I implore you to take action. Seek assistance from TREQORA INTEL today and witness their remarkable capabilities firsthand. Among the myriad of hackers available, TREQORA INTEL stands head and shoulders above the rest. While I may not have sampled all of them, the few I attempted to work with previously were unhelpful and solely focused on depleting the little funds I had left. I am grateful that I resisted their enticements, and despite the time it took me to discover TREQORA INTEL, they ultimately fulfilled my primary objective. I am confident they will execute the task proficiently. Without their intervention, I would have remained despondent and perplexed indefinitely. Don’t make the error of entrusting sc**mers to rectify a sc*m; the consequences are evident. Email:support@treqora. com,WhatsApp: +1 (7 7 3) 9 7 7 - 7 8 7 7 ,Website: Treqora. com. How Can I Recover My Lost Bitcoin From A Romance Scammer-HIRE TREQORA INTEL
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13.11.25 23:36
daisy
i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
-
14.11.25 03:42
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
-
14.11.25 03:42
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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14.11.25 08:38
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
14.11.25 10:39
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
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14.11.25 12:12
daisy
i Lost $200,000 to a phishing scam in 2022. Funds went to a mixer service. Davies traced 70% through Ethereum layers. He teamed with an exchange to freeze the rest. i got $140,000 back in six months. Hiring Davies means clear steps. You share details. He checks facts. Then, the hunt begins. Expect ups and downs, but his plan keeps it steady. you can reach out to him by sending an email to anthonydaviestech {@} gmail com
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14.11.25 15:07
caridad
Perth Family Saved After $400K Crypto Scam Our family in Perth, WA invested through what we thought was a trusted platform but ended up being a fraudulent investment scheme. We lost nearly AUD 420,000 worth of BTC and USDT. Luckily, a friend recommended Bitreclaim.com. Their 24/7 customer support assigned us a smart contract audit specialist who asked for wallet addresses and transaction hashes. With their forensic blockchain trace, they recovered over 5.1 BTC directly into our hardware wallet. For Perth investors: don’t give up hope. Submit a case at Bitreclaim.com immediately. Their professionalism and success rate in Australia is unmatched.
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14.11.25 18:33
justinekelly45
FAST & RELIABLE CRYPTO RECOVERY SERVICES Hire iFORCE HACKER RECOVERY I was one of many victims deceived by fake cryptocurrency investment offers on Telegram. Hoping to build a retirement fund, I invested heavily and ended up losing about $470,000, including borrowed money. Just when I thought recovery was impossible, I found iForce Hacker Recovery. Their team of crypto recovery experts worked tirelessly and helped me recover my assets within 72 hours, even tracing the scammers involved. I’m deeply thankful for their professionalism and highly recommend their services to anyone facing a similar situation. Website: ht tps://iforcehackers. co m WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om
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14.11.25 20:56
juliamarvin
Firstly, the importance of verifying the authenticity of online communications, especially those about financial matters. Secondly, the potential for recovery exists even in cases where it seems hopeless, thanks to innovative services like TechY Force Cyber Retrieval. Lastly, the cryptocurrency community needs to be more aware of these risks and the available solutions to combat them. My experience serves as a warning to others to be cautious of online impersonators and never to underestimate the potential for recovery in the face of theft. It also highlights the critical role that professional retrieval services can play in securing your digital assets. In conclusion, while the cryptocurrency space offers unparalleled opportunities, it also presents unique challenges, and being informed and vigilant is key to navigating this landscape safely. W.h.a.t.s.A.p.p.. +.15.6.1.7.2.6.3.6.9.7. M.a.i.l T.e.c.h.y.f.o.r.c.e.c.y.b.e.r.r.e.t.r.i.e.v.a.l.@.c.o.n.s.u.l.t.a.n.t.c.o.m. T.e.l.e.g.r.a.m +.15.6.1.7.2.6.3.6.9.7
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15.11.25 12:47
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
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15.11.25 14:39
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.11.25 14:39
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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15.11.25 15:31
MATT PHILLIP
I never imagined I’d fall for a crypto romance scam but it happened. Over the course of a few months, I sent nearly $184,000 worth of Bitcoin to someone I genuinely believed I was building a future with. When they disappeared without a trace, I was left heartbroken, humiliated, and financially devastated. For a long time, I didn’t tell anyone. I felt ashamed. But eventually, while searching for answers, I came across a Reddit thread that mentioned Agent Jasmine Lopez a crypto recovery agent. I reached out, not expecting much. To my surprise, she treated me with kindness, not judgment. She used advanced tools like blockchain forensics, IP tracing, and smart contract analysis and with persistence and legal support, she was able to recover nearly 85% of what I lost. I know not everyone gets that kind of outcome, but thanks to [email protected] WhatsApp at +44 736-644-5035, I’ve started to reclaim not just my assets, but my confidence and peace of mind. If you’re going through something similar, you’re not alone and there is hope.
-
15.11.25 15:52
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
16.11.25 14:43
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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16.11.25 14:44
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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16.11.25 20:38
[email protected]
A scam cost me $72,000 in USDT. It shook me up. USDT is a stablecoin linked to the dollar. Its value stays even. I believed I found a safe path to build my wealth. At the start, all seemed fine. My account grew to $120,000 in profits. But when I tried to withdraw, the site locked me out. No way to get in. No money left. Fear took over. I felt stuck and alone. These frauds hit crypto investors often. They lure with fast riches. Then they steal your cash and disappear. Billions vanish each year from such schemes. I looked for aid in every spot. Online boards. Help chats. None helped. Then a buddy offered support. He had dealt with the same issue once. He mentioned Sylvester Bryant. My friend praised his expertise. I contacted him at once. His email is [email protected]. Sylvester Bryant changed everything. He heard my tale with no blame. His crew jumped in quickly. They checked all scam details first. One by one, they followed my lost USDT trail. They used software to track the blockchain. That is the open log of coin transfers. It reveals fund paths. Scammers try to cover their steps. Bryant's team went far. They reached out to related platforms and services. Each day brought progress. No easy ways. They shared updates with me always. Each message and talk stayed open and true. Finally, they got back every dollar. My $52,000 returned whole. The effort needed drive and resolve. Bryant's fairness shone through. He added no secret costs. Only fair pay for the job. My worry faded. I relaxed once more. Nights grew calm. My faith in recovery grew strong. If fraud stole your funds, move fast. Contact Sylvester Bryant. He treats such cases with skill. Email at [email protected]. Or use WhatsApp at +1 512 577 7957 or +44 7428 662701. Do not delay. Reclaim what is yours.
-
17.11.25 03:24
johnny231
INFO@THEBARRYCYBERINVESTIGATIONSDOTCOM is one of the best cyber hackers that i have actually met and had an encounter with, i was suspecting my partner was cheating on me for some time now but i was not sure of my assumptions so i had to contact BARRY CYBER INVESTIGATIONS to help me out with my suspicion. During the cause of their investigation they intercepted his text messages, social media(facebook, twittwer, snapchat whatsapp, instagram),also call logs as well as pictures and videos(deleted files also) they found out my spouse was cheating on me for over 3 years and was already even sending nudes out as well as money to anonymous wallets,so i deciced to file for a divorce and then when i did that i came to the understanding that most of the cryptocurrency we had invested in forex by him was already gone. BARRY CYBER INVESTIGATIONS helped me out through out the cause of my divorce with my spouse they also helped me in retrieving some of the cryptocurrency back, as if that was not enough i decided to introduce them to another of my friend who had lost her most of her savings on a bad crytpo investment and as a result of that it affected her credit score, BARRY CYBER INVESTIGATIONS helped her recover some of the funds back and helped her build her credit score, i have never seen anything like this in my life and to top it off they are very professional and they have intergrity to it you can contact them also on their whatsapp +1814-488-3301. for any hacking or pi jobs you can contact them and i assure you nothing but the best out of the job
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17.11.25 11:26
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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17.11.25 11:27
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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19.11.25 01:56
VERONICAFREDDIE809
Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
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19.11.25 08:11
JuneWatkins
I’m June Watkins from California. I never thought I’d lose my life savings in Bitcoin. One wrong click, a fake wallet update, and $187,000 vanished in seconds. I cried for days, felt stupid, ashamed, and completely hopeless. But God wouldn’t let me stay silent or defeated. A friend sent me a simple message: “Contact Mbcoin Recovery Group, they specialize in this.” I was skeptical (there are so many scammers), but something in my spirit said “try.” I reached out to Mbcoin Recovery Group through their official site and within minutes their team responded with kindness and clarity. They walked with me step by step, and stayed in constant contact. Three days later, I watched in tears as every single Bitcoin returned to my wallet, 100% recovered. God turned my mess into a message and my shame into a testimony! If you’ve lost crypto and feel it’s gone forever, don’t give up. I’m living proof that recovery is possible. Thank you, Mbcoin Recovery Group, and thank You, Jesus, for never leaving me stranded. contact: (https://mbcoinrecoverygrou.wixsite.com/mb-coin-recovery) (Email: [email protected]) (Call Number: +1 346 954-1564)
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19.11.25 08:26
elizabethmadison
My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) (Email [email protected])
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19.11.25 08:27
elizabethmadison
My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
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19.11.25 16:30
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
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19.11.25 16:30
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
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20.11.25 15:55
mariotuttle94
HIRE THE BEST HACKER ONLINE FOR CRYPTO BITCOIN SCAM RECOVERY / iFORCE HACKER RECOVERY After a security breach, my husband lost $133,000 in Bitcoin. We sought help from a professional cybersecurity team iForce Hacker Recovery they guided us through each step of the recovery process. Their expertise allowed them to trace the compromised funds and help us understand how the breach occurred. The experience brought us clarity, restored a sense of stability, and reminded us of the importance of strong digital asset and security practices. Website: ht tps:/ /iforcehackers. c om WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om
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21.11.25 10:56
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
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21.11.25 10:56
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
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22.11.25 04:41
VERONICAFREDDIE809
Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I got connected to the best female expert AGENT Jasmine Lopez,,( [email protected] ) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
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22.11.25 22:04
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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22.11.25 22:04
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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22.11.25 22:05
wendytaylor015
My name is Wendy Taylor, I'm from Los Angeles, i want to announce to you Viewer how Capital Crypto Recover help me to restore my Lost Bitcoin, I invested with a Crypto broker without proper research to know what I was hoarding my hard-earned money into scammers, i lost access to my crypto wallet or had your funds stolen? Don’t worry Capital Crypto Recover is here to help you recover your cryptocurrency with cutting-edge technical expertise, With years of experience in the crypto world, Capital Crypto Recover employs the best latest tools and ethical hacking techniques to help you recover lost assets, unlock hacked accounts, Whether it’s a forgotten password, Capital Crypto Recover has the expertise to help you get your crypto back. a security company service that has a 100% success rate in the recovery of crypto assets, i lost wallet and hacked accounts. I provided them the information they requested and they began their investigation. To my surprise, Capital Crypto Recover was able to trace and recover my crypto assets successfully within 24hours. Thank you for your service in helping me recover my $647,734 worth of crypto funds and I highly recommend their recovery services, they are reliable and a trusted company to any individuals looking to recover lost money. Contact email [email protected] OR Telegram @Capitalcryptorecover Call/Text Number +1 (336)390-6684 his contact: [email protected] His website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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23.11.25 03:34
Matt Kegan
SolidBlock Forensics are absolutely the best Crypto forensics team, they're swift to action and accurate
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23.11.25 09:54
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
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23.11.25 18:01
mosbygerry
I recently had the opportunity to work with a skilled programmer who specialized in recovering crypto assets, and the results were nothing short of impressive. The experience not only helped me regain control of my investments but also provided valuable insight into the intricacies of cryptocurrency technology and cybersecurity. The journey began when I attempted to withdraw $183,000 from an investment firm, only to encounter a series of challenges that made it impossible for me to access my funds. Despite seeking assistance from individuals claiming to be Bitcoin miners, I was unable to recover my investments. The situation was further complicated by the fact that all my deposits were made using various cryptocurrencies that are difficult to trace. However, I persisted in my pursuit of recovery, driven by the determination to reclaim my losses. It was during this time that I discovered TechY Force Cyber Retrieval, a team of experts with a proven track record of successfully recovering crypto assets. With their assistance, I was finally able to recover my investments, and in doing so, gained a deeper understanding of the complex mechanisms that underpin cryptocurrency transactions. The experience taught me that with the right expertise and guidance, even the most seemingly insurmountable challenges can be overcome. I feel a sense of obligation to share my positive experience with others who may have fallen victim to cryptocurrency scams or are struggling to recover their investments. If you find yourself in a similar situation, I highly recommend seeking the assistance of a trustworthy and skilled programmer, such as those at TechY Force Cyber Retrieval. WhatsApp (+1561726 3697) or (+1561726 3697). Their expertise and dedication to helping individuals recover their crypto assets are truly commendable, and I have no hesitation in endorsing their services to anyone in need. By sharing my story, I hope to provide a beacon of hope for those who may have lost faith in their ability to recover their investments and to emphasize the importance of seeking professional help when navigating the complex world of cryptocurrency.
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24.11.25 11:43
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.11.25 11:43
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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24.11.25 16:34
Mundo
I wired 120k in crypto to the wrong wallet. One dumb slip-up, and poof gone. That hit me hard. Lost everything I had built up. Crypto moves on the blockchain. It's like a public record book. Once you send, that's it. No take-backs. Banks can fix wire mistakes. Not here. Transfers stick forever. a buddy tipped me off right away. Meet Sylvester Bryant. Guy's a pro at pulling back lost crypto. Handles cases others can't touch, he spots scammer moves cold. Follows money down secret paths. Mixers. Fake trades. Hidden swaps. You name it, he tracks it. this happens to tons of folks. Fat-finger a key. Miss one digit in the address. Boom. Billions vanish like that each year. I panicked. Figured my stash was toast for good. Bryant flipped the script. He jumps on hard jobs quick. Digs deep. Cracks the trail. Got my funds back safe. You're in the same boat? Don't sit there. Hit him up today. Email [email protected]. WhatsApp +1 512 577 7957. Or +44 7428 662701. Time's your enemy here. Scammers spend fast. Chains churn non-stop. Move now. Grab your cash back home.
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25.11.25 05:15
michaeldavenport218
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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25.11.25 13:31
mickaelroques52
CRYPTO TRACING AND INVESTIGATION EXPERT: HOW TO RECOVER STOLEN CRYPTO_HIRE RAPID DIGITAL RECOVERY
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25.11.25 13:31
mickaelroques52
I’ve always considered myself a careful person when it comes to money, but even the most cautious people can be fooled. A few months ago, I invested some of my Bitcoin into what I believed was a legitimate platform. Everything seemed right, professional website, live chat support and even convincing testimonials. I thought I had done my homework. But when I tried to withdraw my funds, everything fell apart. My account was blocked, the so-called support team disappeared and I realized I had been scammed. The shock was overwhelming. I couldn’t believe I had fallen for it. That Bitcoin represented years of savings and sacrifices and it felt like everything had been stolen from me in seconds. I didn’t sleep for days and I was angry at myself for trusting the wrong people. In my desperation, I started searching for solutions and came across Rapid Digital Recovery. At first, I thought it was just another promise that would lead nowhere. But after speaking with them, I realized this was different. They were professional, clear and understanding. They explained exactly how they track stolen funds through blockchain forensics and what steps would be taken in my case. I gave them all the transaction details and they immediately got to work. What impressed me most was their transparency, they gave me updates regularly and kept me involved in the process. After weeks of investigation, they achieved what I thought was impossible: they recovered my stolen Bitcoin and safely returned it to my wallet. The relief I felt that day is indescribable. I went from feeling hopeless and broken to feeling like I had been given a second chance. I am forever grateful to Rapid Digital Recovery. They didn’t just recover my money, they restored my peace of mind. If you’re reading this because you’ve been scammed, please know you’re not alone and that recovery is possible. I’m living proof that with the right help, you can get your funds back... Contact Info Below WhatSapp: + 1 414 807 1485 Email: rapiddigitalrecovery (@) execs. com Telegram: + 1 680 5881 631
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26.11.25 18:18
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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26.11.25 18:20
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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26.11.25 19:13
James Robert
I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
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26.11.25 19:13
James Robert
I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
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26.11.25 19:13
James Robert
I am James Robert from Chicago. Few months ago, I fell victim to an online Bitcoin investment scheme that promised high returns within a short period. At first, everything seemed legitimate, their website looked professional, and the people behind it were very convincing. I invested a significant amount of money about $440,000 with the way they talk to me into investing on their bitcoin platform. Two months later I realized that it was a scam when I could no longer have access to my account and couldn’t withdraw my money. At first, I lost hope that I wouldn't be able to get my money back, I cried and was angry at how I even fell victim to a scam. For days after doing some research and seeking professional help online, I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how they have helped people recover their money back from scammers. I reported the case immediately to them and gather every transaction detail, documentation and sent it to them. Today, I’m very happy because the GREAT WHIP RECOVERY CYBER SERVICES help me recover all my money I was scammed. You can contact GREAT WHIP RECOVERY CYBER SERVICES if you have ever fallen victim to scam. Email: [email protected] or Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site
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27.11.25 10:56
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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27.11.25 10:56
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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27.11.25 20:04
deborah113
Scammed Crypto Asset Recovery Solution Hire iFORCE HACKER RECOVERY When I traded online, I lost both my investment money and the anticipated gains. Before permitting any withdrawals, the site kept requesting more money, and soon I recognized I had been duped. It was really hard to deal with the loss after their customer service ceased responding. I saw a Facebook testimonial about how iForce Hacker Recovery assisted a victim of fraud in getting back the bitcoin she had transferred to con artists. I contacted iForce Hacker Recovery, submitted all relevant case paperwork, and meticulously followed the guidelines. I'm relieved that I was eventually able to get my money back, including the gains that were initially displayed on my account. I'm sharing my story to let others who have been conned know that you can recover your money. WhatsApp: +1 240-803-3706 Email: iforcehk @ consultant. c om Website: ht tps:/ /iforcehackers. c om
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27.11.25 23:48
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
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27.11.25 23:48
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
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28.11.25 00:08
VERONICAFREDDIE809
Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected])WhatsApp at +44 736-644-5035. ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it.
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28.11.25 11:15
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
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28.11.25 11:15
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
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28.11.25 11:43
elizabethmadison
My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
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28.11.25 11:43
elizabethmadison
My name is Elizabeth Madison currently living in New York. There was a time I felt completely broken. I had trusted a fraudulent bitcoin investment organization, who turned out to be a fraudster. I sent money, believing their sweet words and promises on the interest rate I will get back in return, only to realize later that I’ve been scammed. On the day of withdrawal there was no money in my account. The pain hit deep. I couldn’t sleep, I kept asking myself how I could have been so careless, meanwhile my mom was battling with a stroke and the expenses were too much. For days, I cried and blamed myself. The betrayal, the disappointment and my mom's health issues all of this stress made me want to give up on life. But one day, I decided that sitting in pain wouldn’t solve anything. I picked myself up and chose to fight for what I lost then I came across GREAT WHIP RECOVERY CYBER SERVICES and saw how he helped people recover their funds from online fraud. I emailed all the transactions and paperwork I had with the fraudulent organization and they helped me recover all my lost money in just five days. If you have ever fallen victim to scammers, contact GREAT WHIP RECOVERY CYBER SERVICES to help you recover every penny you have lost. (Text +1(406)2729101) Website https://greatwhiprecoveryc.wixsite.com/greatwhip-site (Email [email protected])
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29.11.25 12:35
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
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29.11.25 12:35
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
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29.11.25 12:35
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
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30.11.25 20:37
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
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01.12.25 12:27
Thomas Muller
YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
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01.12.25 12:27
Thomas Muller
YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
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01.12.25 23:45
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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01.12.25 23:45
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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02.12.25 02:21
donald121
In 2025 alone, hackers stole over $1.5 billion in digital assets from users worldwide. That's a wake-up call for anyone holding crypto. Theft hits hard because once funds move, they're tough to get back. Common ways it happens include phishing emails that trick you into giving up keys, big exchange breaches, or malware sneaking into your wallet. Marie guide walks you through steps to recover stolen cryptocurrency. You'll learn quick actions to stop more loss, how to trace funds, and ways to fight back legally. Plus, tips to avoid this mess next time. reach her (infocyberrecoveryinc@gmail com and whatsapp:+1 7127594675)
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02.12.25 15:05
Matt Kegan
Reach out to SolidBlock Forensics if you want to get back your coins from fake crypto investment or your wallet was compromised and all your coins gone. SolidBlock Forensics provide deep ethical analysis and investigation that enables them to trace these schemes, and recover all your funds. Their services are professional and reliable.
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03.12.25 09:22
tyrelldavis1
I still recall the day I fell victim to an online scam, losing a substantial amount of money to a cunning fraudster. The feeling of helplessness and despair that followed was overwhelming, and I thought I had lost all hope of ever recovering my stolen funds. However, after months of searching for a solution, I stumbled upon a beacon of hope - GRAYWARE TECH SERVICE, a highly reputable and exceptionally skilled investigative and recovery firm. Their team of expert cybersecurity professionals specializes in tracking and retrieving money lost to internet fraud, and I was impressed by their unwavering dedication to helping victims like me. With their extensive knowledge and cutting-edge technology, they were able to navigate the complex world of online finance and identify the culprits behind my loss. What struck me most about GRAYWARE TECH SERVICE was their unparalleled expertise and exceptional customer service. They took the time to understand my situation, provided me with regular updates, and kept me informed throughout the entire recovery process. Their transparency and professionalism were truly reassuring, and I felt confident that I had finally found a reliable partner to help me recover my stolen money. Thanks to GRAYWARE TECH SERVICE, I was able to recover a significant portion of my lost funds, and I am forever grateful for their assistance. Their success in retrieving my money not only restored my financial stability but also restored my faith in the ability of authorities to combat online fraud. If you have fallen victim to internet scams, I highly recommend reaching out to GRAYWARE TECH SERVICE - their expertise and dedication to recovering stolen funds are unparalleled, and they may be your only hope for retrieving what is rightfully yours. You can reach them on whatsapp+18582759508 web at ( https://graywaretechservice.com/ ) also on Mail: ([email protected]
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03.12.25 21:01
VERONICAFREDDIE809
Earlier this year, I made a mistake that changed everything. I downloaded what I thought was a legitimate trading app I’d found through a Telegram channel. At first, everything looked real until I tried to withdraw. My entire investment vanished into a bot account, and that’s when the truth hit me: I had been scammed. I can’t describe the feeling. It was as if the ground dropped out from under me. I blamed myself. I felt stupid, ashamed, helpless every painful emotion at once. For a while, I couldn’t even talk about it. I thought no one would understand. But then I found someone Agent Jasmine Lopez ([email protected]) ,She didn’t brush me off or judge me. She took my fear seriously. She followed leads I didn’t even know existed, and identified multiple off-chain indicators and wallet clusters linked to the scammer network, she helped me understand what had truly happened behind the scenes. For the first time since everything fell apart, I felt hope. Hearing that other people students, parents, hardworking people had been targeted the same way made me realize I wasn’t alone. What happened to us wasn’t stupidity. It was a coordinated attack. We were prey in a system built to deceive. And somehow, through all the chaos, Agent Jasmine stepped in and shined a light into the darkest moment of my life. I’m still healing from the experience. It changed me. But it also reminded me that even when you think you’re at the end, sometimes a lifeline appears where you least expect it. Contact her at [email protected] WhatsApp at +44 736-644-5035.
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03.12.25 22:17
Tonerdomark
I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: yt7cracker@gmail. com. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
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04.12.25 01:37
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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04.12.25 01:37
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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04.12.25 04:35
Tonerdomark
I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
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04.12.25 10:32
Tonerdomark
I lost $300,000 in USDC to a phishing scam. Scammers tricked me with a fake wallet link. They drained my account fast. I felt hopeless. No way to get it back. Then Sylvester stepped in. His skills traced the funds. He recovered every bit. USDC is a stablecoin tied to the dollar. Phishing scams hit hard in crypto. They fool you with urgent emails or sites. Billions vanish each year this way. Sylvester knows blockchain tracks. He used tools to follow the trail. I got my money back in weeks. Skills like his turn loss to win. Don't wait if scammed. Contact Mr. Sylvester now. Email: [email protected]. WhatsApp only: + 1 512 577 7957 or + 44 7428 662701. He helped me. He can help you.
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04.12.25 18:25
smithhazael
Hire Proficient Expert Consultant For any form of lost crypto "A man in Indonesia tragically took his own life after losing his family's savings to a scam. The shame and blame were too much to bear. It's heartbreaking to think he might still be alive if he knew help existed. "PROFICIENT EXPERT CONSULTANTS, I worked alongside PROFICIENT EXPERT CONSULTANTS when I lost my funds to an investment platform on Telegram. PROFICIENT EXPERT CONSULTANTS did a praiseworthy job, tracked and successfully recovered all my lost funds a total of $770,000 within 48hours after contacting them, with their verse experience in recovery issues and top tier skills they were able to transfer back all my funds into my account, to top it up I had full access to my account and immediately converted it to cash, they handled my case with professionalism and empathy and successfully recovered all my lost funds, with so many good reviews about PROFICIENT EXPERT CONSULTANTS, I’m glad I followed my instincts after reading all the reviews and I was able to recovery everything I thought I had lost, don’t commit suicide if in any case you are caught in the same situation, contact: Proficientexpert@consultant. com Telegram: @ PROFICIENTEXPERT, the reliable experts in recovery.
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04.12.25 21:45
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
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04.12.25 21:45
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
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05.12.25 08:35
into11
The digital world of cryptocurrency offers big chances, but it also hides tricky scams. Losing your crypto to fraud feels awful. It can leave you feeling lost and violated. This guide tells you what to do right away if a crypto scam has hit you. These steps can help you get funds back or stop more trouble. Knowing what to do fast can change everything,reach marie ([email protected] and whatsapp:+1 7127594675)
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05.12.25 08:48
Tonerdomark
SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
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06.12.25 01:44
Tonerdomark
SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
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06.12.25 01:48
Tonerdomark
SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
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06.12.25 10:36
Thomas Muller
YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
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06.12.25 10:36
Thomas Muller
YOU CAN REACH OUT TO GREAT WHIP RECOVERY CYBER SERVICES FOR HELP TO RECOVER YOUR STOLEN BTC OR ETH BACK WHATSAPP +1(208)713-0697 I once fell victim to online investment scheme that cost me a devastating €254,000. I’m Thomas Muller from Berlin, Germany. The person I trusted turned out to be a fraud, and the moment I realized I’d been deceived, my entire world stopped. I immediately began searching for legitimate ways to recover my funds and hold the scammer accountable. During my search, I came across several testimonies of how Great Whip Recovery Cyber Services helped some people recover money they lost to cyber fraud, I contacted Great Whip Recovery Cyber Service team and provided all the evidence I had. Within about 36 hours, the experts traced the digital trail left by the fraudster, the individual was eventually tracked down and I recovered all my money back. You can contact them with, website https://greatwhiprecoveryc.wixsite.com/greatwhip-site text +1(406)2729101 email [email protected]
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06.12.25 10:39
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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06.12.25 10:42
michaeldavenport238
I was recently scammed out of $53,000 by a fraudulent Bitcoin investment scheme, which added significant stress to my already difficult health issues, as I was also facing cancer surgery expenses. Desperate to recover my funds, I spent hours researching and consulting other victims, which led me to discover the excellent reputation of Capital Crypto Recover, I came across a Google post It was only after spending many hours researching and asking other victims for advice that I discovered Capital Crypto Recovery’s stellar reputation. I decided to contact them because of their successful recovery record and encouraging client testimonials. I had no idea that this would be the pivotal moment in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost cryptocurrency back. The process was intricate, but Capital Crypto Recovery's commitment to utilizing the latest technology ensured a successful outcome. I highly recommend their services to anyone who has fallen victim to cryptocurrency fraud. For assistance contact [email protected] and on Telegram OR Call Number +1 (336)390-6684 via email: [email protected] you can visit his website: https://recovercapital.wixsite.com/capital-crypto-rec-1
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08:43
Tonerdomark
SYLVESTER BRYANT WAS A PROFESSIONAL/ RELIABLE HACKER AND HIGHLY RECOMMENDED I’m very excited to speak about him as a Bitcoin Recovery agent, this cyber security company was able to assist me in recovering my stolen funds in cryptocurrency. I’m truly amazed by their excellent service and professional work. I never thought I could get back my funds until I approached them with my problems and provided all the necessary information. It took them time to recover my funds and I was amazed. Without any doubt, I highly recommend Sylvester for your BITCOIN, USDC, USDT, ETH Recovery, for all Cryptocurrency recovery, digital funds recovery, hacking Related issues, contact Sylvester Bryant professional services waapp only= +1 512 577 7957 or + 44 7428 662701 EMAIL = [email protected]
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