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Multimodal AI

Volume 12 · Project: Product Inspection Assistant · Industry: Manufacturing / Quality Control · Level: Intermediate

Build a product inspection assistant that works with images as well as text, using local models whose abilities have been verified.

Planned learning outcomes

  • Use multimodal AI capabilities in an application.
  • Choose local models whose abilities have been verified for the task.

In preparation.

Book text © 2026 Ravi Pal. All rights reserved. Code examples are licensed under the MIT License.