# Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap

DevFeed: [Going multimodal: How Prezi is leveraging the Hub and the Expert Support Program to accelerate their ML roadmap](<https://devfeed.tech/articles/going-multimodal-how-prezi-is-leveraging-the-hub-and-the-expert-support-program-to-accelerate-their-ml-roadmap-7444.md>)

Original publisher: [Read original article](<https://huggingface.co/blog/prezi-case-study>)

Author: Violette; Jeff Boudier; Moritz Borrett-Laurer (formerly Laurer); Máté Börcsök

Published: 2024-06-19T00:00:00Z

Content type: article

Language: en

Sources: [Hugging Face - Blog](<https://devfeed.tech/sources/hugging-face-blog.md>)

Topics: [AI, ML & Data Engineering](<https://devfeed.tech/topics/ai-ml-data-engineering.md>), [AI search](<https://devfeed.tech/topics/ai-search.md>), [Language models](<https://devfeed.tech/topics/language-models.md>)

Tags: [case-studies](<https://devfeed.tech/tags/case-studies.md>), [expert-support](<https://devfeed.tech/tags/expert-support.md>), [images](<https://devfeed.tech/tags/images.md>), [language-models](<https://devfeed.tech/tags/language-models.md>), [llm](<https://devfeed.tech/tags/llm.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [open-source](<https://devfeed.tech/tags/open-source.md>), [search](<https://devfeed.tech/tags/search.md>), [vision](<https://devfeed.tech/tags/vision.md>), [vlms](<https://devfeed.tech/tags/vlms.md>)

## AI overview

Prezi describes using Hugging Face expert support to improve its multimodal machine-learning workflow for generating presentation drafts. The workflow combines vision, text, and vision-language models, and uses an open-source re-ranker to select presentation assets.

## Source excerpt

We're on a journey to advance and democratize artificial intelligence through open source and open science.