This repository contains code for a Sinhala to English translator specifically designed for translating math jargon used in Sri Lankan GCE Advanced Level Examination questions. The translator aims to provide accurate translations of math-related terms and questions from Sinhala to English, facilitating understanding and communication for students and educators.
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Custom Algorithm and Full AI Translation: The translator offers two modes: "Custom Algorithm" and "Full AI Translation." Users can choose between these modes based on their preferences and requirements.
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Custom Algorithm: This mode utilizes a custom algorithm to replace Sinhala words with their corresponding English translations and then translates the entire text using Google Translate.
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Full AI Translation: This mode employs advanced AI models, such as GPT-3.5 Turbo and GPT-4, for direct translation from Sinhala to English without intermediate processing.
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Interactive Web Interface: The translator is accessible via a user-friendly web interface powered by Gradio, allowing users to input Sinhala math questions and receive translated outputs.
- Input Sinhala Math Question: Enter a Sinhala math question into the provided text input field on the web interface.
- Select Translation Mode: Choose between "Custom Algorithm" and "Full AI Translation" using the radio buttons.
- Select AI Model: Optionally, select the AI model to be used for translation (e.g., GPT-3.5 Turbo or GPT-4).
- View Translated Output: The translated English version of the math question will be displayed as output on the web interface.
To set up the translator locally, follow these steps:
- Clone the repository to your local machine.
- Install the required dependencies using
pip install -r requirements.txt. - Ensure that you have an API key for the OpenAI platform and Google Cloud Translation API, if necessary. Set these API keys as environment variables.
- Run the main script (
app.py) to launch the web interface. - Access the translator by navigating to the provided URL in your web browser.
Contributions to the translator are welcome! If you have suggestions for improvements, bug fixes, or new features, feel free to open an issue or submit a pull request.
This project is licensed under the MIT License.