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23 lines
920 B
Python
23 lines
920 B
Python
from celery import shared_task
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from models.brains import Brain
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from models.settings import get_supabase_db
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from repository.files.upload_file import DocumentSerializable
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from utils.vectors import Neurons
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@shared_task
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def create_embedding_for_document(
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brain_id, doc_with_metadata, user_openai_api_key, file_sha1
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):
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neurons = Neurons()
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doc = DocumentSerializable.from_json(doc_with_metadata)
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created_vector = neurons.create_vector(doc, user_openai_api_key)
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# add_usage(stats_db, "embedding", "audio", metadata={"file_name": file_meta_name,"file_type": ".txt", "chunk_size": chunk_size, "chunk_overlap": chunk_overlap})
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database = get_supabase_db()
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database.set_file_sha_from_metadata(file_sha1)
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created_vector_id = created_vector[0] # pyright: ignore reportPrivateUsage=none
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brain = Brain(id=brain_id) # pyright: ignore
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brain.create_brain_vector(created_vector_id, file_sha1)
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