fix: embedding based evaluation using openai sdk #1229
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This pull request updates the OpenAI embeddings integration to use the latest API client pattern and a newer embedding model. The changes primarily modernize how the OpenAI API is called and update the default model for generating embeddings.
OpenAI API integration updates:
text-embedding-ada-002totext-embedding-3-smallin theOpenaiEmbeddingsclass constructor.openai.Clientclass with explicit API key passing, rather than settingapi_keydirectly on the module. This affects both batch and single text embedding requests in theget_embeddingmethod.response.data[i].embeddinginstead ofresponse["data"][i]["embedding"]).