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switch photography app to use Nomic for embeddings instead of OpenAI+MediaPipe #488

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Right now the photography app uses OpenAI for text embeddings and a locally hosted Python library for image embeddings. Switching both to Nomic offers 2 major advantages:

  1. No need to set up Python and MediaPipe
  2. Image and text embeddings are now compatible: you can search for images by text embedding. Currently, the app searches for images by the image description text.

@vkarpov15 vkarpov15 requested a review from Yuqi-Du January 5, 2025 23:39
@vkarpov15 vkarpov15 requested a review from a team as a code owner January 5, 2025 23:39
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