deploy-embedding

This repo is meant to deploy lightweighted embedding models (like the sentence-transformers/all-MiniLM-L6-v2) as docker containers.

The application avoids the use of sentence-transformers package to be lightweighted.

Local testing: the app is served locally (for testing outside Docker) using make serve.

Docker image: to create & run it:

• make build
• make run (for testing the container locally)
• make tag (to tag the image to a DockerHub repository)
• docker login (to login to DockerHub)
• make push (will push the image to DockerHub)