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In this lesson we are going to talk about what are multimodal LM applications.

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So until now we have seen LLM applications solving very interesting problems around text.

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But what happens when we have a document that has text table tables and images?

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How can we, for example, uh, create a rack application with a PDF?

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Usually the PDFs are text plus images and in many cases tables.

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Or what happened?

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If we want to create a rack application with a PowerPoint presentation, the typical PowerPoint presentation

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has a lot of images, tables, and some text.

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Or what if we want to use a rack application with handwritten notes or handwritten graphs, etc.?

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For that we have the multi modal LM applications.

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With the new multi modal LM applications we can manage text tables, images and also other elements

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as we will see like audio for example.

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In the next lesson we are going to see what LM Models Foundation LM models will we use in order to build

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multimodal LM applications?

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Because as as we know, the regular LM models, we are used to, uh.

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Utilize for our LM applications are not able to handle images or tables.

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So what foundation LM models are we going to use with multimodal LM applications?

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We will see this in the next lesson.