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This commit is contained in:
Timothy J. Baek 2024-04-10 00:46:09 -07:00
parent f4b87ecb23
commit abfcceecef
2 changed files with 28 additions and 23 deletions
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37
backend/apps/rag/main.py
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@ -142,43 +142,40 @@ class EmbeddingModelUpdateForm(BaseModel):
async def update_embedding_model(
form_data: EmbeddingModelUpdateForm, user=Depends(get_admin_user)
):
status = True
old_model_path = app.state.RAG_EMBEDDING_MODEL_PATH
app.state.RAG_EMBEDDING_MODEL = form_data.embedding_model
log.debug(f"form_data.embedding_model: {form_data.embedding_model}")
log.info(
f"Updating embedding model: {app.state.RAG_EMBEDDING_MODEL} to {form_data.embedding_model}"
)
embedding_model_path = None
sentence_transformer_ef = None
try:
app.state.RAG_EMBEDDING_MODEL_PATH = get_embedding_model_path(
app.state.RAG_EMBEDDING_MODEL, True
)
app.state.sentence_transformer_ef = (
embedding_functions.SentenceTransformerEmbeddingFunction(
model_name=app.state.RAG_EMBEDDING_MODEL_PATH,
device=DEVICE_TYPE,
embedding_model_path = get_embedding_model_path(form_data.embedding_model, True)
if app.state.RAG_EMBEDDING_MODEL_PATH != embedding_model_path:
sentence_transformer_ef = (
embedding_functions.SentenceTransformerEmbeddingFunction(
model_name=embedding_model_path,
device=DEVICE_TYPE,
)
)
)
except Exception as e:
log.exception(f"Problem updating embedding model: {e}")
raise HTTPException(
status_code=status.HTTP_500_INTERNAL_SERVER_ERROR,
detail=e,
detail=ERROR_MESSAGES.DEFAULT(e),
)
if app.state.RAG_EMBEDDING_MODEL_PATH == old_model_path:
status = False
if sentence_transformer_ef:
app.state.RAG_EMBEDDING_MODEL_PATH = embedding_model_path
app.state.sentence_transformer_ef = sentence_transformer_ef
log.debug(
f"app.state.RAG_EMBEDDING_MODEL_PATH: {app.state.RAG_EMBEDDING_MODEL_PATH}"
)
log.debug(f"old_model_path: {old_model_path}")
log.debug(f"status: {status}")
log.debug(
f"app.state.RAG_EMBEDDING_MODEL_PATH: {app.state.RAG_EMBEDDING_MODEL_PATH}"
)
return {
"status": status,
"status": sentence_transformer_ef != None,
"embedding_model": app.state.RAG_EMBEDDING_MODEL,
"embedding_model_path": app.state.RAG_EMBEDDING_MODEL_PATH,
}