Flask REST API for ML model

• Tested on Ubuntu 18.04.5 LTS
• Docker version 19.03.12, build 48a66213fe
• Python 3.6

Text Similarity Score

• main libs: torch (776.7 MB =( ), sentence_transformers

Endpoints

Use POST request to send data to the service

• Endpoint: http://0.0.0.0:9999/api/ml
• Data format (JSON): { "text1": "your first text", "text2": "your second text" }
• simple POST request: test.py

Run with Docker

1. sudo docker build -t flask-txtsim-image .
2. sudo docker run --rm --name flask-txtsim-service -p 9999:9999 flask-txtsim-image