API for NLP Project

This API is used by our NLP project's proof of concept and contains the endpoints to process LDA and Sentiment analysis tasks for our application.

Development

To set up the project for development, follow these steps:

1. Clone the repository:

   git clone https://github.com/your-username/your-repo-name.git

2. Create a virtual environment and activate it:

   python3 -m venv venv
   source venv/bin/activate

3. Install the dependencies:

   pip install -r requirements.txt

4. Download BERTopic model

   curl -o "app\loaders\model\topic\topic_model_mmr" https://drive.google.com/file/d/1gTi21FE35IEfSEWhLgE9dv5KBAQf8Qj0/view?usp=share_link
   

5. Start the server:

   uvicorn main:app --reload
   

6. Navigate to http://localhost:8000/docs in your web browser to view the API documentation.