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semantic-search

  • Free Vector DB: chromadb
  • Free embeddings: SBERT
  • Free hosting: tirmux + idle mobile device + jprq

setup

  • change COLLECTION_NAME and COLLECTION_DRIVE_FOLDER_ID in constants.py
  • add Google service account to the folder that has all the files you want to store
  • save service account credentials as service_creds.json in repo root
  • run script convert_and_save_drive_folder_to_collection.py

serve

TODO

  • deal with files too large to be exported
  • add spreadsheet support
  • add more file types
  • add chat bot
  • add upload document on front end + memory of uploaded docs
  • add links to download
  • add website scraping via links to summarize websites

visit: https://semantic-search.jprq.live/

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