Create How to combine GPTV with RAG - Create a Clothing Matchmaker App

[teomusatoiu]

Summary

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Why are these changes necessary? How do they improve the cookbook?

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[katia-openai]

First of all great notebook, easy to follow!

A few comments:

• I would add in the introduction a generalization paragraph: what could this be used for in addition to this specific use case? why use this approach instead of another one?
• The paragraph after generating the embeddings that starts with "The next line will create..." has strikethrough text which makes it hard to understand
• I would also make it clearer that there is 2 options with H4 text or something - so that people don't accidentally run the cell if they don't want to
• Small nit but I would rename the "embedding" parameter in find_similar_items to "input_embedding" to differentiate from the "embeddings" parameters
• In the analyze_image function, there's a typo in the example output: "itmes" > "items"
• The path to the images is not correct "data/clothes/images/" > "data/sample_clothes/sample_images" - it appears in 2 locations
• Not sure I understand the feedback loop part: how would you implement this?
• The pricing part in the conclusion is not displayed correctly

Thanks Teo, this could be a great addition to our Recommendations content!

[teomusatoiu]

Thanks @katia-openai ! I adjusted the notebook to fix your comments. Let me know if there's anything else !