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fix: remove consistency checks (#3881)

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# What does this PR do?
metadata is conflicting with the default embedding model set on server
side via extra body, removing the check and just letting metadata take
precedence over extra body

`ValueError: Embedding model inconsistent between metadata
('text-embedding-3-small') and extra_body
     ('sentence-transformers/nomic-ai/nomic-embed-text-v1.5')`
## Test Plan
CI
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slekkala1 2025-10-21 14:40:14 -07:00 • committed by GitHub
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llama_stack/providers/utils/memory/openai_vector_store_mixin.py
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@ -370,16 +370,6 @@ class OpenAIVectorStoreMixin(ABC):
logger.debug(
f"Using embedding config from metadata (takes precedence over extra_body): model='{embedding_model}', dimension={embedding_dimension}"
)
# Check for conflicts with extra_body
if extra_body.get("embedding_model") and extra_body["embedding_model"] != embedding_model:
raise ValueError(
f"Embedding model inconsistent between metadata ('{embedding_model}') and extra_body ('{extra_body['embedding_model']}')"
)
if extra_body.get("embedding_dimension") and extra_body["embedding_dimension"] != embedding_dimension:
raise ValueError(
f"Embedding dimension inconsistent between metadata ({embedding_dimension}) and extra_body ({extra_body['embedding_dimension']})"
)
else:
embedding_model = extra_body.get("embedding_model")
embedding_dimension = extra_body.get("embedding_dimension", EMBEDDING_DIMENSION)