An API built with FastAPI that utilizes a machine learning model to predict whether a given message is spam or not. The model supports various languages, including Tamil, English, Malayalam, Kannada, and Telugu.
- Predicts spam messages in multiple languages.
- Uses a machine learning model trained to identify spam patterns.
- FastAPI-based web API for easy integration.
To use the API, send a POST request with a message to the /predict endpoint. The response will indicate whether the message is classified as "Ham" (not spam) or "Spam."
- Tamil
- English
- Malayalam
- Kannada
- Telugu
- Clone the repository:
git clone https://github.com/your_username/your_repository.git- Install dependencies:
pip install -r requirements.txt- Run the app:
uvicorn main:app --reloadThis project is licensed under the MIT License.