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@@ -7,7 +7,7 @@ st.markdown("""
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  # Better Image Retrieval With Retrieval-Augmented CLIP 🧠
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- CLIP is a neural network that can predict how semantically close images and text pairs are.
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  In simpler terms, it can tell that the string "Cat" is closer to images of cats rather than images of dogs.
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  What makes CLIP so powerful is that is a zero-shot model: that means that it can generalize concepts,
 
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  # Better Image Retrieval With Retrieval-Augmented CLIP 🧠
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+ [CLIP](https://openai.com/blog/clip/) is a neural network that can predict how semantically close images and text pairs are.
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  In simpler terms, it can tell that the string "Cat" is closer to images of cats rather than images of dogs.
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  What makes CLIP so powerful is that is a zero-shot model: that means that it can generalize concepts,