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fix: float values are not json for nan value close #11827 #11840

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merged 1 commit into from
Dec 19, 2024
Merged

fix: float values are not json for nan value close #11827 #11840

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5 changes: 5 additions & 0 deletions api/core/rag/embedding/cached_embedding.py
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Original file line number Diff line number Diff line change
Expand Up @@ -65,6 +65,11 @@ def embed_documents(self, texts: list[str]) -> list[list[float]]:
for vector in embedding_result.embeddings:
try:
normalized_embedding = (vector / np.linalg.norm(vector)).tolist()
# stackoverflow best way: https://stackoverflow.com/questions/20319813/how-to-check-list-containing-nan
if np.isnan(normalized_embedding).any():
# for issue #11827 float values are not json compliant
logger.warning(f"Normalized embedding is nan: {normalized_embedding}")
continue
embedding_queue_embeddings.append(normalized_embedding)
except IntegrityError:
db.session.rollback()
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