quivr/backend/celery_task.py
Zineb El Bachiri f48dab4a7d
refactor: to modules (#1754)
# Description

Please include a summary of the changes and the related issue. Please
also include relevant motivation and context.

## Checklist before requesting a review

Please delete options that are not relevant.

- [ ] My code follows the style guidelines of this project
- [ ] I have performed a self-review of my code
- [ ] I have commented hard-to-understand areas
- [ ] I have ideally added tests that prove my fix is effective or that
my feature works
- [ ] New and existing unit tests pass locally with my changes
- [ ] Any dependent changes have been merged

## Screenshots (if appropriate):
2023-11-30 22:29:28 +01:00

20 lines
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Python

from celery import shared_task
from models.settings import get_supabase_db
from modules.brain.service.brain_vector_service import BrainVectorService
from packages.embeddings.vectors import Neurons
from repository.files.upload_file import DocumentSerializable
@shared_task
def create_embedding_for_document(brain_id, doc_with_metadata, file_sha1):
neurons = Neurons()
doc = DocumentSerializable.from_json(doc_with_metadata)
created_vector = neurons.create_vector(doc)
database = get_supabase_db()
database.set_file_sha_from_metadata(file_sha1)
created_vector_id = created_vector[0] # pyright: ignore reportPrivateUsage=none
brain_vector_service = BrainVectorService(brain_id)
brain_vector_service.create_brain_vector(created_vector_id, file_sha1)