bert-encoder-server

Expose sentence_transformers as a HTTP server

Running

docker-compose up --build -d

Usage

Single sentence request

curl -X POST "127.0.0.1:5000/" -d '{ "sentences": ["hello!"] }'

Single sentence response

{"count":1,"embeddings":[[ <sentence_embedding> ]]}

Multiple sentence request

curl -X POST "127.0.0.1:5000/" -d '{ "sentences": ["hello!", "world"] }'

{"count":2,"embeddings":[[ <sentence_embedding> ],[ <sentence_embedding> ]]}

Configuration

Key	Default	Available Options
MODEL	all-MiniLM-L6-v2	https://huggingface.co/sentence-transformers#models
PORT	5000