Do not send empty strings as a chunk

What does this MR do and why?

Do not send empty strings as a chunk

We do not need to send an empty string as a chunk to the chat. Also, the frontend currently doesn't handle empty strings and breaks up the stream. We therefore skip empty strings now.

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