Excel in Large-Scale Data Processing with GPT-3.5 and Embeddings

I’m working on integrating OpenAI functionalities, specifically GPT3.5 and embeddings, into a large system of Excel workbooks used for almost anything in my office. Our goal is having GPT3.5 taking over the place of a set of macros that has become hell maintaining, and the embeddings-ada-002 for improving the searches and categorization of data.

However, I’m concerned of Excel being capable to handle hundreds of these high-dimensional embeddings. I’m also afraid that Excel and GPT3.5 will struggle when having multiple sheets of thousands of rows tall and “complex structures” provided as a context.

(We run Windows on i5 processors)

Will Excel be able to handle such large-scale data processing with AI models? Any insights on this matter?

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