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[D] How are Tome.ai and these other LLM powered presentation builders working under the hood? (alien.top)

submitted 10 months ago by Alert_Invite_9205@alien.top to c/machinelearning@academy.garden

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I would assume they just have some prompt they are handing to GPT4 (or some other model), with instructions to build it into a deck outline. But how is that deck outline produced by the LLM then getting translated into visuals in powerpoint?

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[–] Rejg@alien.top 1 points 10 months ago

It seems like it would be split into two layers; the LLM would first plan the presentation based on the user provided prompt and bind it to some kind of template (IE: Title Slide, Big Number, etc) outputting a JSON. Then, take each template and run another LLM call and outputting the details of each slide as another JSON while concurrently running calls to an image creator or image search to fill in the template.

[–] Frawley77@alien.top 1 points 10 months ago

they probably use a prompt for GPT4 to create a deck outline, but i'm curious how it's turned into visuals in powerpoint. fascinating stuff!