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Prepro rework #154

Merged
merged 209 commits into from
Sep 29, 2023
Merged

Prepro rework #154

merged 209 commits into from
Sep 29, 2023

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floschne
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This PR includes major changes!

  • Complete rework of the preprocessing pipeline and celery worker
  • We now have one worker for general background jobs such as export, preprocessing, and crawling.
  • We do not load any ML model in the backend API worker or bg worker but call the ray worker which uses ray serve to automatically load and scale the models
  • We are now using weaviate as vector db for simsearch and got rid of the FAISS Index Service
  • many minor changes

@floschne floschne merged commit aae93c9 into mwp_v1 Sep 29, 2023
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@floschne floschne deleted the prepro-rework branch November 18, 2023 06:32
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