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Alpha-Mintamir/Dataset-Collection-Bot

Domaine:

natural language processing

Type de record:

software
Créateur:
Alp
Hôte:
A Telegram bot designed to collect and store messages from Amharic Telegram channels into a MongoDB database. This bot is specifically built to create datasets for Amharic language processing, research, and analysis purposes. # Telegram Dataset Collector Bot A Telegram bot designed to collect and store messages from Amharic Telegram channels into a MongoDB database. This bot is specifically built to create datasets for Amharic language processing, research, and analysis purposes. ## Features - 🤖 Automated message collection from Amharic Telegram channels - 📊 Stores messages in MongoDB for easy access and analysis - 🔄 Real-time updates through long polling - 📱 Supports both historical message extraction and new message collection - 🔐 Secure authentication with Telegram and MongoDB - 🌍 Focused on Amharic language content ## Prerequisites - Python 3.8 or higher - MongoDB Atlas account - Telegram API credentials - Active Telegram account ## Installation 1. Clone the repository: ```bash git clone github.com cd Dataset_Collector_bot ``` 2. Create and activate virtual environment: ```bash python -m venv venv source venv/bin/activate # On Windows: venv\Scripts\activate ``` 3. Install dependencies: ```bash pip install -r requirements.txt ``` 4. Create a `.env` file in the root directory with your credentials: ```env TELEGRAM_BOT_TOKEN=your_bot_token TG_API_ID=your_api_id TG_API_HASH=your_api_hash PHONE=your_phone_number MONGODB_URI=your_mongodb_uri ``` ## Configuration ### Telegram Setup 1. Get your Telegram API credentials: - Visit my.telegram.org - Create a new application - Note down the `api_id` and `api_hash` 2. Create a Telegram bot: - Talk to @BotFather on Telegram - Create a new bot and get the bot token ### MongoDB Setup 1. Create a MongoDB Atlas account 2. Create a new cluster 3. Set up database access (username and password) 4. Whitelist your IP address 5. Get your MongoDB connection string ## Usage 1. Start the bot: ```bash python src/main.py ``` 2. The bot will: - Connect to MongoDB - Authenticate with Telegram - Start collecting messages from specified Amharic channels - Listen for new messages in real-t …

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