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)