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chore: add abstract decorator and output log when query embedding fails (#9264)

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zhuhao 2024-10-12 23:58:41 +08:00 • committed by GitHub
commit d97d3ff5fc
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3 changed files with 9 additions and 2 deletions
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7
api/core/embedding/cached_embedding.py
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@ -5,6 +5,7 @@ from typing import Optional, cast
import numpy as np
from sqlalchemy.exc import IntegrityError
from configs import dify_config
from core.embedding.embedding_constant import EmbeddingInputType
from core.model_manager import ModelInstance
from core.model_runtime.entities.model_entities import ModelPropertyKey
@ -110,6 +111,8 @@ class CacheEmbedding(Embeddings):
embedding_results = embedding_result.embeddings[0]
embedding_results = (embedding_results / np.linalg.norm(embedding_results)).tolist()
except Exception as ex:
if dify_config.DEBUG:
logging.exception(f"Failed to embed query text: {ex}")
raise ex
try:
@ -122,6 +125,8 @@ class CacheEmbedding(Embeddings):
encoded_str = encoded_vector.decode("utf-8")
redis_client.setex(embedding_cache_key, 600, encoded_str)
except Exception as ex:
logging.exception("Failed to add embedding to redis %s", ex)
if dify_config.DEBUG:
logging.exception("Failed to add embedding to redis %s", ex)
raise ex
return embedding_results