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Library/ LLMs & Generative AI/ Module 6 · Project 4: Marketing Image Generator (diffusion models)/ 6.5 Search images with text (optional)

subtopic

Image + text embeddings with CLIP

10 min applied15 min research2 curated resources

Learn that CLIP puts images and text in the same embedding space, so you can search images by typing a description ('red sneakers on a white background') or find similar images. Embed your generated and product images, store them in a vector database (as in Project 2) and build a text-to-image search. The same model gives the CLIP score used in the next step.

Builds on: 4.4 Sentence embeddings, 4.5 Build the search

Notes, key code, what to skip and 2 curated resources are inside the platform.Join the waitlist and we'll build you a roadmap that includes this topic only if your goal needs it.

Image + text embeddings with CLIP · 1x1labs.ai