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refac: RAG_EMBEDDING_MODEL_PATH removed

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This commit is contained in:
Timothy J. Baek 2024-04-10 00:59:05 -07:00
parent cb2158a794
commit 582d11f191
1 changed files with 17 additions and 30 deletions
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47
backend/apps/rag/main.py
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@ -80,16 +80,15 @@ app.state.RAG_TEMPLATE = RAG_TEMPLATE
app.state.RAG_EMBEDDING_MODEL = RAG_EMBEDDING_MODEL
app.state.RAG_EMBEDDING_MODEL_PATH = get_embedding_model_path(
app.state.RAG_EMBEDDING_MODEL, RAG_EMBEDDING_MODEL_AUTO_UPDATE
)
app.state.TOP_K = 4
app.state.sentence_transformer_ef = (
embedding_functions.SentenceTransformerEmbeddingFunction(
model_name=app.state.RAG_EMBEDDING_MODEL_PATH,
model_name=get_embedding_model_path(
app.state.RAG_EMBEDDING_MODEL, RAG_EMBEDDING_MODEL_AUTO_UPDATE
),
device=DEVICE_TYPE,
)
)
@ -130,7 +129,6 @@ async def get_embedding_model(user=Depends(get_admin_user)):
return {
"status": True,
"embedding_model": app.state.RAG_EMBEDDING_MODEL,
"embedding_model_path": app.state.RAG_EMBEDDING_MODEL_PATH,
}
@ -143,22 +141,26 @@ async def update_embedding_model(
form_data: EmbeddingModelUpdateForm, user=Depends(get_admin_user)
):
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:
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,
)
sentence_transformer_ef = (
embedding_functions.SentenceTransformerEmbeddingFunction(
model_name=get_embedding_model_path(form_data.embedding_model, True),
device=DEVICE_TYPE,
)
)
app.state.RAG_EMBEDDING_MODEL = form_data.embedding_model
app.state.sentence_transformer_ef = sentence_transformer_ef
return {
"status": True,
"embedding_model": app.state.RAG_EMBEDDING_MODEL,
}
except Exception as e:
log.exception(f"Problem updating embedding model: {e}")
raise HTTPException(
@ -166,21 +168,6 @@ async def update_embedding_model(
detail=ERROR_MESSAGES.DEFAULT(e),
)
if sentence_transformer_ef:
app.state.RAG_EMBEDDING_MODEL = form_data.embedding_model
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}"
)
return {
"status": sentence_transformer_ef != None,
"embedding_model": app.state.RAG_EMBEDDING_MODEL,
"embedding_model_path": app.state.RAG_EMBEDDING_MODEL_PATH,
}
@app.get("/config")
async def get_rag_config(user=Depends(get_admin_user)):