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remove sentence transformers

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This commit is contained in:
Abhishek Kumar 2026-02-05 11:57:45 +05:30
parent e33d92b664
commit 2d4a7b49b0
10 changed files with 65 additions and 427 deletions
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8
api/routes/knowledge_base.py
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@ -103,9 +103,8 @@ async def process_document(
The document status will be updated from 'pending' -> 'processing' -> 'completed' or 'failed'.
Embedding Services:
* openai (default): High-quality 1536-dimensional embeddings (requires OPENAI_API_KEY)
* sentence_transformer: Free, offline-capable, 384-dimensional embeddings
Embedding:
Uses OpenAI text-embedding-3-small (1536-dimensional embeddings, requires API key configured in Model Configurations).
Access Control:
* Users can only process documents in their organization.
@ -134,12 +133,11 @@ async def process_document(
request.s3_key,
user.selected_organization_id,
128, # max_tokens (default)
request.embedding_service,
)
logger.info(
f"Created document {request.document_uuid} (id={document.id}) and enqueued processing "
f"with {request.embedding_service} embeddings, org {user.selected_organization_id}"
f"with OpenAI embeddings, org {user.selected_organization_id}"
)
return DocumentResponseSchema(