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mini search system with Sentence BERT and Vector Database

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mini-search

mini search system based on pgvector and sentence transformer

Environments

  • Python 3.9.4
  • Docker

Run

docker-compose up --build

URL

UI

Demo UI

Docs


TODO

  • implement batch which loads embedding vectors to db
  • implement pgvector orm
  • implement search api
  • implement UI
  • execute app on docker container

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mini search system with Sentence BERT and Vector Database

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