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Fix: Update OpenAIEmbedder to support reduced embedding dimensions (sync with Chroma) #3471

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Fix: Update OpenAIEmbedder to support reduced embedding dimensions (sync with Chroma) #3471

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3 changes: 2 additions & 1 deletion embedchain/embedchain/embedder/openai.py
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Original file line number Diff line number Diff line change
Expand Up @@ -32,12 +32,13 @@ def __init__(self, config: Optional[BaseEmbedderConfig] = None):

if api_key is None and os.getenv("OPENAI_ORGANIZATION") is None:
raise ValueError("OPENAI_API_KEY or OPENAI_ORGANIZATION environment variables not provided") # noqa:E501
vector_dimension = self.config.vector_dimension or VectorDimensions.OPENAI.value
embedding_fn = OpenAIEmbeddingFunction(
api_key=api_key,
api_base=api_base,
organization_id=os.getenv("OPENAI_ORGANIZATION"),
model_name=self.config.model,
dimensions = vector_dimension
)
self.set_embedding_fn(embedding_fn=embedding_fn)
vector_dimension = self.config.vector_dimension or VectorDimensions.OPENAI.value
self.set_vector_dimension(vector_dimension=vector_dimension)
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