Repository holds simple Rest API embeding server which can be used to get embedings of plain text content.
Docker hub address - https://hub.docker.com/r/remdex/livehelperchat-rag-embed
With it you can get embedings using Rest API all-MiniLM-L6-v2 model. After that you can save embedings in Vector database.
Pull image first
docker pull remdex/livehelperchat-rag-embed
Run as a daemon
docker-compose -f docker-compose.yml up -d
CURL Request
curl -X POST http://localhost:9710/embed_query -H "Content-Type: application/json" -d '{"query":"How can I create an account in live helper chat automated hosting?"}'Output
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-X POST http://localhost:9710/embed_documents -H "Content-Type: application/json" -d '{"docs":["How can I create an account in live helper chat automated hosting?","What is paid support fee?"]}'There can be more than one chunk for one document
{"chunk_texts":["How can I create an account in live helper chat automated hosting?","What is paid support 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