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Н Новости

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
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
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
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).

4c631e7fc53048f6e909f54f696c6153.png

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
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
Создание ключа API

Теперь скачаем и устанавливаем среду разработки IDE Visual Studio Code.

Сайт для скачивания Visual Studio Code
Сайт для скачивания Visual Studio Code

скачиваем Python 3.12.

Сайт для скачивания 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

Copy code

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
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.

Источник

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

  • 17.04.26 23:42 harristhomas67895

    "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

  • 19.04.26 09:56 Charliesway

    I thought my Bitcoin was lost forever to a scam broker. Cyberspacter proved me wrong. Crypto wallets hold assets on the blockchain. Lose your private key, and it''s gone. Hackers and frauds prey on this. Fake brokers promise quick gains, then vanish with your cash. Romance scams do the same. Billions vanish yearly worldwide. Tracing blockchain deals is tough. Cyberspacter tracks stolen assets with sharp forensics and legal help. They got back all my Bitcoin. No fees first. Their team acts pro and skilled. Contact: [email protected] or WhatsApp +44 7428 662701. Move quick. Assets might still come back.

  • 19.04.26 09:56 Charliesway

    I thought my Bitcoin was lost forever to a scam broker. Cyberspacter proved me wrong. Crypto wallets hold assets on the blockchain. Lose your private key, and it''s gone. Hackers and frauds prey on this. Fake brokers promise quick gains, then vanish with your cash. Romance scams do the same. Billions vanish yearly worldwide. Tracing blockchain deals is tough. Cyberspacter tracks stolen assets with sharp forensics and legal help. They got back all my Bitcoin. No fees first. Their team acts pro and skilled. Contact: [email protected] or WhatsApp +44 7428 662701. Move quick. Assets might still come back.

  • 20.04.26 12:34 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 20.04.26 12:34 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 02.05.26 14:35 theodoreethan419

    A Journey From Loss to Recovery: My Experience with CYBERBERSPY RECOVERY My journey into crypto investment began with high hopes and promises of substantial returns, only to end in disappointment and financial devastation. Like many others, I was drawn in by the allure of quick profits advertised on social media, only to realize I had fallen victim to an elaborate scam. After investing $450,000 and watching my profits grow, I eagerly awaited the withdrawals, only to be met with silence and denial. Feeling betrayed and helpless, I attempted to resolve the issue by reaching out to customer support, but my efforts were in vain. It was at this point that I fully understood the extent of the deception. Desperate for a solution, I turned to the internet for help and discovered CYBERBERSPY RECOVERY. Their name stood out as a beacon of hope, promising the expertise I desperately needed. With little more to lose, I contacted CYBERBERSPY RECOVERY  , and from the moment I reached out, I knew I was in good hands. Their professionalism and commitment were evident immediately, as they listened attentively to my story and reassured me they would do everything in their power to recover my lost funds. True to their word, the team at CYBERBERSPY RECOVERY   sprang into action, using their advanced tools and techniques to untangle the web of lies and deceit. Every day, I felt a renewed sense of hope, knowing that their experts were working tirelessly on my behalf. Against all odds, my funds were recovered, and justice was served. This victory was not only for me, but for all victims of these scams. CYBERBERSPY RECOVERY   restored not only my financial security, but also my faith in justice and human integrity. If you’ve been caught in the web of a crypto scam, don’t lose hope. Reach out to CYBERBERSPY RECOVERY   and let them guide you toward reclaiming your assets. Their dedication, expertise, and unwavering commitment to justice make them the best in the industry. I highly recommend them. Contact them at: [email protected]  – take the first step toward reclaiming your crypto assets today. (Whatsapp:+14809547802) Website:https://cyberberspy.com/

  • 04.05.26 18:55 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

  • 04.05.26 18:55 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

  • 06.05.26 04:43 Sara D. Coleman

    Recently, someone ripped me off a sum of $150,000 worth of Bitcoin. I got so sad because of this bad incidence. I went to the internet in search of an hacker with good intelligence and an expert in funds/asset recovery, then i found: ADAM WILSON; He helped me to recover my lost bitcoin. Now i am an happy person and I'll be forever indebted to Adam Wilson. He also enlightened me on how scammers works and he advised me to be more careful on any form of investments on the internet. Trust me, you'll be so happy working with him. I recommend taking this step to begin your recovery journey. ADAMWILSON . TRADING @ CONSULTANT . COM

  • 06.05.26 14:04 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

  • 06.05.26 14:04 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

  • 12.05.26 21:26 [email protected]

    If you have lost Bitcoin or other digital assets to an online scam, seeking professional support may help you better understand your situation and the options available to you. DIGITAL LIGHT SOLUTION (DLS) provides cryptocurrency case review, blockchain tracing support, and procedural guidance for individuals affected by digital asset fraud. Their approach focuses on helping clients organize relevant case information, review transaction activity, and, where possible, take practical steps to assist with reporting, tracing, and recovery-related efforts. How DIGITAL LIGHT SOLUTION (DLS) Operates DIGITAL LIGHT SOLUTION (DLS) typically begins by reviewing the facts of a client’s case. This may include the type of scam involved, the timeline of events, wallet addresses used, transaction hashes, exchange details, screenshots, emails, chat records, and any other supporting documentation. After the initial review, the case may move into a tracing and assessment phase. During this stage, transaction activity on the blockchain is analyzed to understand better how the assets moved, whether they passed through exchanges or intermediary wallets, and what entities may be relevant to the case. This type of review can help clients build a clearer picture of what happened and what next steps may be appropriate. Case Review and Documentation A well-documented case is often the starting point for any serious recovery effort. DIGITAL LIGHT SOLUTION (DLS) works with clients to identify and organize the information most relevant to the incident. This may include: wallet addresses transaction IDs or hashes exchange deposit records screenshots of transfers or balances emails, text messages, or chat conversations website links and profiles connected to the suspected scam any prior reports submitted to platforms or authorities Blockchain Tracing and Analysis One of the key parts of the process is blockchain analysis. DIGITAL LIGHT SOLUTION (DLS) examines publicly available transaction data to trace the movement of digital assets and identify patterns that may be relevant to the case. Depending on the circumstances, this may help determine whether funds moved through identifiable services, centralized exchanges, or linked wallet clusters. While tracing does not automatically result in recovery, it can be an important step in understanding how assets were transferred and what channels may need to be contacted or reviewed. Why Choose DIGITAL LIGHT SOLUTION (DLS)? At DIGITAL LIGHT SOLUTION, we are committed to delivering trusted, professional, and results-driven cryptocurrency recovery services. Our team combines extensive experience in blockchain forensics and cybersecurity with advanced investigative techniques to help clients recover lost or stolen digital assets securely and efficiently. Communication and Case Guidance Clients dealing with cryptocurrency scams are often under considerable stress, especially when losses are significant. A professional service should communicate clearly, explain each stage of the process in understandable terms, and avoid creating unrealistic expectations.DIGITAL LIGHT SOLUTION (DLS) aims to provide ongoing guidance so clients can make informed decisions about reporting, escalation, and any further professional support they may need. Reporting and Escalation Support In some cases, it may be appropriate to report the matter to a cryptocurrency exchange, wallet provider, legal representative, regulator, or law enforcement agency. DIGITAL LIGHT SOLUTION (DLS) may assist clients in preparing the relevant materials for those steps, helping ensure that the case information is presented in a clear and organized way. If you have been affected by a Bitcoin scam, acting promptly, preserving records, and seeking informed guidance may help you better understand the situation and determine the most appropriate next steps. Recovery starts with the right partner. for more help, contact DIGITAL LIGHT SOLUTION (DLS) for a free consultation website https://digitallightsolution.com/ Email — Digitallightsolution(At)qualityservice.com WhatsApp — https://wa.link/989vlf,19548568045 Final Advice for Crypto Victims in 2026 Do not pay unsolicited “recovery” offers. Do not send cryptocurrency for “fees.” Do not give private keys or seed phrases to any service before work begins. Start with official reporting (local police, FBI IC3, FTC, Chainabuse), then contact a proven, transparent, legitimate provider for a free evaluation. DIGITAL LIGHT SOLUTION (DLS) remains one of the best and most trusted legitimate crypto recovery companies in the Word in 2026 — ethical, technically advanced, law-enforcement connected, and genuinely focused on helping victims successfully regain lost or stolen assets.

  • 13.05.26 00:10 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

  • 13.05.26 00:10 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

  • 13.05.26 00:10 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

  • 13.05.26 11:58 theodoreethan419

    A Heartfelt Thank You to CYBERBERSPY for Recovering My Stolen Bitcoin I am incredibly grateful to CYBERBERSPY for helping me recover my stolen Bitcoin and ensuring that I didn’t fall victim to another scam. Their professionalism and unwavering support throughout the entire recovery process were invaluable to me. In such a stressful and uncertain time, they provided the guidance and expertise I desperately needed. I can’t thank them enough for their dedication and the peace of mind they gave me. If you’re ever in a similar situation, I highly recommend reaching out to CYBERBERSPY for assistance. They truly make a difference. You can contact them at: [email protected]

  • 14.05.26 04:14 luciajessy3

    Joseph D. RyanMay 13, 2026 9:04 PM After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 15.05.26 08:58 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

  • 15.05.26 08:58 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

  • 16.05.26 23:50 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

  • 25.05.26 10:43 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 25.05.26 12:25 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

  • 25.05.26 12:25 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

  • 25.05.26 20:55 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 25.05.26 20:55 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 25.05.26 20:55 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 25.05.26 20:55 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 26.05.26 14:45 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 26.05.26 14:45 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 28.05.26 03:09 kientadams11

    Lot of people have lost money to scammers in so many ways which, I have been a victim as well of over 30 thousand pounds, this scammers are smart they create fake investment website, fake recovery site to swindle people of their Bitcoin. I found recoverydarek at G (M) (A) (I) (L) on Trust pilot who was able to track, investigate and expose this scammers and re coupled my funds back to me within 24 hours.

  • 28.05.26 03:09 kientadams11

    Lot of people have lost money to scammers in so many ways which, I have been a victim as well of over 30 thousand pounds, this scammers are smart they create fake investment website, fake recovery site to swindle people of their Bitcoin. I found recoverydarek at G (M) (A) (I) (L) on Trust pilot who was able to track, investigate and expose this scammers and re coupled my funds back to me within 24 hours.

  • 28.05.26 04:01 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 28.05.26 09:40 kientadams11

    Lot of people have lost money to scammers in so many ways which, I have been a victim as well of over 30 thousand pounds, this scammers are smart they create fake investment website, fake recovery site to swindle people of their Bitcoin. I found recoverydarek at G (M) (A) (I) (L) on Trust pilot who was able to track, investigate and expose this scammers and re coupled my funds back to me within 24 hours.

  • 28.05.26 14:04 Frankmilton

    Losing any Scent on the dollar hurts like a bad stomach ache from eating from the wrong MaC.Donalds. This stablecoin stays near one dollar. Traders use it to swap for Bitcoin or Ethereum without big price jumps. New users pick it first for its ease. Banks hold cash reserves to back it up. Losses hit fast. A wrong wallet address sends coins to strangers. Scams on Telegram steal seed phrases. DeFi bugs or hacks drain funds. Billions vanish each year from these mistakes. Blockchains track every step. Copy your transaction hash. Check it on Etherscan. Follow the trail to the wallet or contract. [email protected] +(44 7476618364) can help. Her team hunts funds across chains. They work with exchanges and devs to get assets back. People recover thousands of assets already even after being lost for years of failed agency and fake recovery experts. also teaches safety. Spot phishing in MetaMask. Secure your Ledger. Trade safe on Binance or Uniswap. Fix rookie slips into smart habits.

  • 28.05.26 18:53 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 28.05.26 18:53 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 28.05.26 21:56 Frankmilton

    Losing any Scent on the dollar hurts like a bad stomach ache from eating from the wrong MaC.Donalds. This stablecoin stays near one dollar. Traders use it to swap for Bitcoin or Ethereum without big price jumps. New users pick it first for its ease. Banks hold cash reserves to back it up. Losses hit fast. A wrong wallet address sends coins to strangers. Scams on Telegram steal seed phrases. DeFi bugs or hacks drain funds. Billions vanish each year from these mistakes. Blockchains track every step. Copy your transaction hash. Check it on Etherscan. Follow the trail to the wallet or contract. [email protected] +(44 7476618364) can help. Her team hunts funds across chains. They work with exchanges and devs to get assets back. People recover thousands of assets already even after being lost for years of failed agency and fake recovery experts. also teaches safety. Spot phishing in MetaMask. Secure your Ledger. Trade safe on Binance or Uniswap. Fix rookie slips into smart habits.

  • 29.05.26 02:26 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 29.05.26 02:27 luciajessy3

    After falling victim to a fake crypto investment platform, I lost nearly $73,000 in Ethereum. The scammers disappeared overnight, and I honestly thought my money was gone forever. A friend recommended ADAM WILSON and although I was hesitant at first, I decided to give it one last try. Their team handled my case professionally, kept me updated throughout the process, and used Blockchain tracing methods I didn’t even know were possible. Within weeks, they were able to help me recover my funds. I’m incredibly grateful for their dedication and transparency. If you’ve been scammed in crypto, don’t lose hope contact ADAMWILSON . TRADING @ CONSULTANT COM What's App / + 1 { 7 1 3 } 9 1 9 - 5 1 2 3

  • 29.05.26 04:46 Frankmilton

    Losing any Scent on the dollar hurts like a bad stomach ache from eating from the wrong MaC.Donalds. This stablecoin stays near one dollar. Traders use it to swap for Bitcoin or Ethereum without big price jumps. New users pick it first for its ease. Banks hold cash reserves to back it up. Losses hit fast. A wrong wallet address sends coins to strangers. Scams on Telegram steal seed phrases. DeFi bugs or hacks drain funds. Billions vanish each year from these mistakes. Blockchains track every step. Copy your transaction hash. Check it on Etherscan. Follow the trail to the wallet or contract. [email protected] +(44 7476618364) can help. Her team hunts funds across chains. They work with exchanges and devs to get assets back. People recover thousands of assets already even after being lost for years of failed agency and fake recovery experts. also teaches safety. Spot phishing in MetaMask. Secure your Ledger. Trade safe on Binance or Uniswap. Fix rookie slips into smart habits

  • 31.05.26 10:06 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

  • 31.05.26 10:06 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

  • 05.06.26 18:26 edengarcia

    When most people hear the words crypto recovery service, their guard immediately goes up—and for good reason. In today’s online environment, finding a legitimate service feels like finding a needle in a haystack. Ask about trusted crypto recovery on any major forum, and you’ll be met with hostility. It’s become a cultural bias that victims often prefer filing police reports rather than seeking private help, fearing that speaking openly will only attract more scammers. But silence doesn’t bring your funds back. Website https://techyforcecyberretrieval.com Whatsapp +15617263697 The reality is harsh: Less than 10% of “recovery agencies” online are genuine. Fraudsters have mastered the art of mimicking trust. So, how do you separate the wolves from the professionals? The Golden Rule: No Upfront Fees If there is one sign that separates a scam from a legitimate operation, it is the payment model. Legitimate recovery companies never ask for upfront fees. Predatory scams will demand "processing fees," "software licenses," or "tax payments" before they lift a finger. A genuine agency knows its value lies in results, not promises. They operate on a success-based fee —typically around 10% of the recovered amount. Simply put: No recovery, no payment. Enter TechY Force Cyber Retrieval At TechY Force Cyber Retrieval, we understand why you’re skeptical. We built our model to eliminate that risk. We specialize in the fast, forensic tracking of lost crypto assets. Because we are confident in our technology and methodology, we don’t need your money to start working—we need your trust. We only get paid once you receive your crypto. How to Spot a Legitimate Partner Beyond the fee structure, keep these signs in mind: 1. Transparency: They explain how without asking for your private keys or seed phrase. 2. Realism: They don’t promise 100% success on impossible cases but offer honest assessments. 3. Speed: Time is critical in blockchain tracing. Legitimate firms act fast. Website https://techyforcecyberretrieval.com Whatsapp +15617263697 Don’t let the fear of secondary scams prevent you from seeking justice. Choose a partner who puts their money where their mouth is. TechY Force Cyber Retrieval: Fast. Secure. Success-based. Disclaimer: Always conduct your own due diligence. Legitimate firms will never ask for your wallet credentials.

  • 07.06.26 08:58 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 07.06.26 08:58 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 07.06.26 21:00 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:00 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:02 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:02 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:03 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 07.06.26 21:04 gordondowney9

    Email: [email protected] Telegram —digitallightsolution, https://t.me/digitallightsolution Losing my USDT to a fraudulent cryptocurrency platform was one of the most painful and overwhelming experiences I have ever faced. I felt devastated, confused, and ashamed that something I had placed my trust in had turned out to be a scam. For a while, I did not know where to turn or whether there was any real hope of recovering what I had lost. During that very difficult time, a trusted pastor recommended Digital-Light-Solution, and although I was hesitant at first, I decided to visit their website https://digitallightsolution.com/. From my first interaction with them, I felt a sense of relief. They listened to my situation with patience and understanding, and they treated me with kindness at a time when I felt completely broken. Their team explained the process clearly, answered my questions, and kept me informed throughout. What meant the most to me was not just their professionalism, but the way they made me feel supported when I was struggling emotionally. As the process continued, I began to regain a sense of hope. They remained consistent, responsive, and committed to my case, which gave me comfort during an incredibly stressful period. In the end, Digital-Light-Solutions was able to assist with tracing my lost USDT and supporting the recovery process. The relief my family and I felt is difficult to put into words. I will always be grateful for the support, compassion, and professionalism they showed me during one of the hardest moments of my life, I highly recommend their services to anyone in need. Contact them today for assistance

  • 10.06.26 06:21 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

  • 10.06.26 06:21 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

  • 10.06.26 18:09 david

    Look, engaging with the authorities is a marathon, not a sprint. By methodically filing these reports, you’re not just fighting for your own funds—you’re contributing to the broader battle against crypto crime. For a deeper dive into what to do after a theft, check out [email protected] for complete guide on how to recover stolen crypto

  • 12.06.26 17:13 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 12.06.26 17:13 keithwilson9899

    ETHEREUM RECOVERY ASSISTANCE: CAPITAL CRYPTO RECOVER HELPED ME RECOVER $98,000 WORTH OF LOST ETH In cases of cryptocurrency scams, having accurate information and trusted support is essential. I would like to recommend Capital Crypto Recover Service, a professional team that specializes in assisting individuals with the recovery of lost or stolen Bitcoin and Ethereum (ETH). Their experienced experts are dedicated to helping victims of digital asset fraud by carefully analyzing each case, developing strategic recovery plans, Capital Crypto Recover Service knowledgeable team's primary goals are to satisfy clients and offer significant support and working diligently toward fund retrieval. The team is committed to providing reliable assistance and maintaining a high level of client satisfaction. Based on my assessment, their reputation professionalism and a strong commitment to their clients. If you have experienced a cryptocurrency loss, you can contacting them for further assistance Phone (Call/Text): +1 (336) 390-6684 Email: [email protected] Alternate Email: [email protected] Website: https://recovercapital.wixsite.com/capital-crypto-rec-1

  • 14.06.26 14:53 Freeman James

    Recently, I was scammed out of $332,000 in a fraudulent Bitcoin investment scheme. This devastating loss added significant stress to my already difficult health challenges, as I was also facing surgery expenses for cancer. Desperate to recover my funds, I spent countless hours researching and speaking with other victims. That effort led me to a Google post that revealed the excellent reputation of FundsRetriever. Only after many hours of digging and consulting others did I learn about their stellar track record. I decided to contact them because of their successful recovery history and encouraging client testimonials. I had no idea that this decision would become the turning point in my fight against cryptocurrency theft. Thanks to their expert team, I was able to recover my lost funds. The process was complex, but FundsRetriever's commitment to using 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] 📞 WhatsApp: +1 603 512 144 8, Telegram: @FundsRetriever

  • 14.06.26 15:37 kimberlyhebert786

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  • 14.06.26 15:37 kimberlyhebert786

    I invested in bitcoin trading After losing $78.4 USDT) linked to a romance fraud scam worth of cryptocurrency through an online investment platform and later discovered it was a scam. After extensive research for recovery options, I contacted CAPITAL CRYPTO RECOVER based on positive client reviews and recommendations. Their professional security team guided me through the recovery process using advanced technology, and I was able to recover my lost cryptocurrency successfully. I am truly grateful for their support and assistance during such a difficult experience. I will advise you to contact CAPITAL CRYPTO RECOVER helped me recover my funds. For anyone facing similar issues, Website: https://recovercapital.wixsite.com/capital-crypto-rec-1 Email: [email protected] Telegram: @Capitalcryptorecover Contact: [email protected] Call/Text Number: +1 (336) 390-6684

  • 14.06.26 16:34 Emmi Hakola

    I’m open about my experience with Bitcoin investment and losing money to scammers. That said, it is possible to recover stolen Bitcoin. I used to think recovery was impossible because that’s what I had been told. But last October, I fell for a forex scam promising extremely high returns and ended up losing nearly $87,600. After searching for help for a month, I came across a Reddit article about recovering stolen cryptocurrency. I reached out to the contact provided: [email protected] and WhatsApp +19852969146. I was scared and skeptical, having heard many bad stories, but I decided to give them a try. To my amazement, I got all my stolen Bitcoin back within a very short time. I’m not sure if I’m allowed to post links here, but you can reach out to them if you also need help.

  • 14.06.26 16:53 James willson

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  • 14.06.26 19:38 riley777

    G`DAY, I lost more than 119,000 Australian dollars to a crypto scam and it took almost everything I had saved which left me feeling like I had no future. I was stuck. I did not know where to go or how to find the money again. The wallet company is no help at all and they make it so hard to see where the coins go once they leave your account so you just feel lost. I spent days looking for a way out. Then I saw a post for a person who finds stolen money. The ad said they can track any crypto that goes missing. I wanted to check if it was real. I sent an email to [email protected] +44//// 7476618364\ to see if they could help me get my funds back. They did an amazing job. My money was back in my account in less than a week after they did a fast search and return.

  • 15.06.26 06:12 Evan Garrison

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  • 15.06.26 06:25 Glenn robble

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  • 15.06.26 06:34 Sallymarch

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  • 15.06.26 06:38 Sallymarch

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  • 15.06.26 06:41 Ewaguz

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  • 15.06.26 12:49 Jason

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  • 15.06.26 12:56 Hillary

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  • 15.06.26 13:03 Feliksa Stegniy

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  • 15.06.26 13:05 James willson

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  • 15.06.26 13:06 Tansy

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  • 15.06.26 13:08 Sarahy billy

    A REAL EXPERIENCE, EVERYONE ... PLEASE BE CAREFUL ONLINE A few weeks ago, I lost around $64,000 to a fake crypto trading platform. I was drawn in by the promise of earning 15% profit daily. It was a devastating time—I struggled to pay my bills and was financially ruined. I eventually opened up to a close friend, who recommended a crypto recovery team with highly effective methods. I contacted them, and they successfully recovered all my stolen digital assets with ease. Their service was excellent, and they acted quickly—within just 5 working days, they tracked down the scammers and returned my funds. I strongly urge anyone facing investment theft or similar issues to reach out to this team for the right solution and avoid losing large sums to fraudsters... Email: Resqprofirm @aol.com WhatsApp: +19852969146, telegram @resqprofirm

  • 15.06.26 13:12 Cole donald

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  • 15.06.26 13:16 Meral Yetkiner

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  • 15.06.26 13:18 Silas Olsen

    A fraudulent investment scheme operated by BTCMining.limited functions as a fake return scam. In this setup, scammers lure victims with false promises of high returns. Through manipulative tactics, they gain individuals' trust and convince them to invest, ultimately leading to financial loss. If you have ever faced a cyber threat or fallen victim to an online crypto scam and need to reach the authorities, I recommend contacting [email protected]. They are a legitimate team that helps victims of online crypto scams using advanced tools.

  • 15.06.26 13:59 Ewaguz

    If a binary options broker refuses your withdrawal, do not pay any "verification fees" or "tax fees." These are lies designed to extract more money. Stop communicating with their support team – they are trained to stall. Instead, immediately document every transaction, screenshot your account balance, and contact a professional recovery specialist. BinaryBook stole €14,500 from me before I learned this. FundsRetriever traced the deposits and recovered everything within two weeks. Do not wait. Do not pay more fees. Act now. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:16 Martina k.

    Stop putting money into platforms promising guaranteed monthly returns of 10%, 20%, or more. These are Ponzi schemes. Your "profits" are just other victims' deposits. The moment withdrawals slow down, the scam is about to collapse. If you already have money trapped, do not send more to "unlock" your funds. That is a second scam. Instead, gather all transaction hashes and wallet addresses. Bitcoin Evolution Pro took €25,000 from me. FundsRetriever traced the funds through KYC exchanges and recovered my principal. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:18 Garrison Good

    If IQ Option or any similar platform blocks your withdrawal citing "bonus terms" or "abnormal activity," do not argue with their chat support. They are not empowered to help you. Instead, request all trade logs and bonus terms in writing. Then hire a forensic specialist to audit your account. IQ Option held my €9,200 for two months. FundsRetriever reviewed my case, identified regulatory violations, and secured my full payout within 72 hours. Professional pressure works. Do it immediately. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:22 Sallymarch

    Never grant API keys with withdrawal permissions to any third-party software. This is how crypto arbitrage bots steal your funds. If you have already done this, revoke all API keys immediately. Then check your exchange transaction history. CryptoArb AI drained €7,800 from my account within hours. FundsRetriever reverse-engineered the bot's code, traced the scammer's wallet, and recovered everything. Always use "read-only" API permissions only. If you made the mistake, act fast. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:23 Glennrobble

    If a binary options broker closes your account and confiscates your profits, do not accept their explanation. Demand a full audit of your trade history. Most brokers cannot justify their actions when challenged by professionals. ExpertOption stole €6,200 from me claiming "abnormal activity." FundsRetriever audited my trades, proved they were legitimate, and threatened legal action. The broker paid within 10 days. Do not let them intimidate you. Get professional help. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:25 Evan Garrison

    Cloud mining contracts are almost always too good to be true. I learned that the hard way with MineMax. First two months, small daily payouts. Then "maintenance fees" ate everything. Then my account was frozen. Then the website disappeared. I was heartbroken. FundsRetriever traced my payments through three shell companies to a real bank account. They froze it and got my €11,000 back. Recovery is possible even from complex scams. Contact [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 14:26 Ewaguz

    That 100% deposit bonus looks tempting, doesn't it? I took it. Big mistake. When I tried to withdraw my €4,500, Olymp Trade demanded I trade 50 times the bonus amount. Impossible by design. My money was trapped. FundsRetriever reviewed the terms and found they violated consumer protection laws in my country. They negotiated directly with Olymp Trade's legal team. Within a week, my funds were released. My advice? Never accept bonuses. But if you're already trapped, call [email protected], WhatsApp +1(603)5121(448) or Telegram FUNDSRETRIEVER.

  • 15.06.26 16:34 robertalfred175

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

  • 15.06.26 16:34 robertalfred175

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

  • 15.06.26 16:41 Louane Mercier

    It is crucial to act quickly and consult a reputable, experienced recovery specialist who will support you throughout the entire recovery process. You must provide them with transaction evidence, scammer information, and any other relevant details that could aid the investigation. With this data, the experts can trace and attempt to recover your funds from the scammers' concealed accounts or wallets. R£sQprofirm company offers recovery assistance with no upfront fees. Contact them via Telegram (@ResQprofirm), WhatsApp (+19852969146), or email ([email protected]).

  • 15.06.26 16:45 Andrés Montero

    I’m open about my experience with Bitcoin investment and losing money to scammers. That said, it is possible to recover stolen Bitcoin. I used to think recovery was impossible because that’s what I had been told. But last October, I fell for a forex scam promising extremely high returns and ended up losing nearly $87,600. After searching for help for a month, I came across a Reddit article about recovering stolen cryptocurrency. I reached out to the contact provided: [email protected] and WhatsApp +19852969146. I was scared and skeptical, having heard many bad stories, but I decided to give them a try. To my amazement, I got all my stolen Bitcoin back within a very short time. I’m not sure if I’m allowed to post links here, but you can reach out to them if you also need help.

  • 15.06.26 16:48 Olivia Sørensen

    Several months ago, investing in Bitcoin proved to be one of my most lucrative endeavors. I achieved considerable profits across multiple platforms and felt a strong sense of accomplishment. Unfortunately, the situation deteriorated when I inadvertently engaged with a fraudulent Bitcoin platform. This entity swindled me out of $92,000 USD, refused to honor my withdrawal requests, and persistently demanded further deposits. Fortunately, I encountered (R£SQPRO FIRM) online. After reporting my case to them, they acted promptly and effectively recovered my lost Bitcoin. I am sincerely grateful for their professionalism and continuous assistance. Contact: ResQprofirm AT aol.com, Telegram @resqprofirm, WhatsApp +1 9 8 5 2 9 6 9 1 4 6.

  • 15.06.26 16:51 Viljar Yohannes

    I'm willing to share my experience with Bitcoin investment and losing money to scammers. But yes, recovering stolen Bitcoin is possible. I never believed in Bitcoin recovery myself, because I was told it couldn't be done. Then, last October, I fell for a forex scam that promised unrealistically high returns, and I ended up losing nearly $70,000. I searched for help for about a month until I finally found a Reddit article about recovering stolen cryptocurrency. I reached out to the contact mentioned: [RESQPROFIRM [at] AOL DOT com] and [WhatsApp +19852969146]. I was scared and skeptical because I'd heard horror stories, but I decided to give them a try. To my surprise, I got all my stolen Bitcoin back from the scammers in a very short time. I'm not sure if I'm allowed to post links here, but you can contact them if you need help too.

  • 15.06.26 16:58 Guimar da Rosa

    Withdrawal troubles shouldn’t stress you out. I faced a similar problem, and this firm stepped in and recovered my funds. Their support truly mattered. Contact them: [ResQProFirm @aol.com] telegram @resqprofirm, WhatsApp: <+198> <5296> <9146>.

  • 15.06.26 17:03 Andrea Escalante

    If withdrawals keep getting denied, stay calm. I went through the same, and this firm helped me recover everything. Their assistance was outstanding. Contact: [[email protected]], Telegram: ResQprofirm, WhatsApp: <+198> <5296> <9146>. Withdrawal troubles shouldn’t

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