skaty5678 / precily_sentence_similarity

This is a Flask-based APP for calculating similarity scores between two sentences using a Sentence Transformer model.

precily_sentence_similarity_APP

This is a Flask-based APP for calculating similarity scores between two sentences using a Sentence Transformer model.

Prerequisites

• Python 3.7 or above
• Install the required dependencies by running pip install -r requirements.txt

Usage

1. Start the API server by running python app.py.
2. Open your web browser and navigate to http://localhost:5000.
3. Use the web interface to select sentences or provide custom input for text1 and text2.
4. Click the "Calculate Similarity" button to send a POST request to the API and display the similarity score.

Files

• app.py: The main Flask application file.
• index.html: The HTML template file for the web interface.
• Precily_Text_Similarity.csv: The CSV file containing the text data for similarity calculation.

Dependencies

• Flask: A micro web framework for building the API.
• pandas: A library for data manipulation and analysis.
• sentence_transformers: A library for encoding sentences into embeddings using various transformer models.

index.html created with the help of chatgpt