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Whitepaper
January 2, 2025

Unlocking Visual Content: A Technical Leader’s Guide to Multimodal AI Infrastructure

Should your team buy an AI solution or build one in-house? Discover the engineering features and dependencies you’ll need to consider.
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Sergey Astretsov
Head of Product
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Seby Jacob
Head of Machine Learning
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Should your team buy an AI solution or build one in-house?

This technical whitepaper outlines the engineering features and dependencies you’ll need to consider, including: 

  • The essentials of multimodal AI infrastructure
  • Preprocessing video and image assets
  • Choosing and using foundation models
  • Planning storage for optimal retrieval
  • Architecting the API layer for classification, search, and analytics
  • Integrating multimodal AI into your application and UI