🇧🇩 Banglish-to-Bangla: Phonetic Smart Converter

A rule-based and dictionary-validated NLP tool designed to convert Romanized Bengali (Banglish) into original Bangla script. This project leverages recursive phonetic mapping and automated dictionary validation to ensure high accuracy in transliteration.

🚀 Key Features

• Modern Web UI: A stunning glassmorphic interface for real-time conversion.
• FastAPI Backend: High-performance API for integration into other apps.
• Smart Phonetic Splitting: Intelligently breaks down Banglish words into phonetic components.
• Recursive Candidate Generation: Explores multiple Bangla character possibilities.
• Dictionary Validation: Validates generated candidates against 400,000+ words.
• Self-Learning Engine: Automatically saves newly discovered mappings.

💻 Installation & Usage

1. Clone the repository

git clone https://github.com/skhalidmahmud/ShobdoSearch.git
cd From-Banglish-word-original-Bangla-word-finding

2. Start the Web App (Recommended)

This will install dependencies and start the local server.

python run.py

Then open your browser at http://localhost:8080.

3. Using Docker

If you have Docker installed:

docker build -t banglish-converter .
docker run -p 8080:8080 banglish-converter

4. CLI Mode

For a simple terminal-based experience:

python converter.py

🛠️ API Documentation

The backend is powered by FastAPI. Once running, you can access:

• Interactive Docs: http://localhost:8080/docs
• Conversion Endpoint: POST /convert with body {"text": "your banglish text"}

📄 License

Distributed under the MIT License. See LICENSE for more information.