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m-ricย 
posted an update Apr 10
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2181
๐—ก๐—ฒ๐˜„ ๐—ฆ๐—ฝ๐—ฎ๐—ฐ๐—ฒ: ๐˜ผ๐™„ ๐™๐™ง๐™–๐™ซ๐™š๐™ก ๐™ฅ๐™ก๐™–๐™ฃ๐™ฃ๐™š๐™ง ๐Ÿ—บ๏ธ๐Ÿ•๏ธ Plan your next vacation in a few minutes!

I wanted to try out if a powerful LLM like Mixtral-8x7b had geographical reasoning capabilities.
So I built a small space that prompts the LLM to provide a JSON list of places based on a user input.

And the result was impressive! ๐Ÿคฏ

โ‡’ ๐—œ๐˜ ๐˜€๐—ฒ๐—ฒ๐—บ๐˜€ ๐—น๐—ถ๐—ธ๐—ฒ ๐— ๐—ถ๐˜…๐˜๐—ฟ๐—ฎ๐—น ๐—ต๐—ฎ๐˜€ ๐—ฎ ๐—ด๐—ฟ๐—ฎ๐˜€๐—ฝ ๐—ผ๐—ณ ๐—ด๐—ฒ๐—ผ๐—ด๐—ฟ๐—ฎ๐—ฝ๐—ต๐—ถ๐—ฐ๐—ฎ๐—น ๐—ฐ๐—ผ๐—ป๐—ฐ๐—ฒ๐—ฝ๐˜๐˜€ ๐—น๐—ถ๐—ธ๐—ฒ ๐—ก๐—ผ๐—ฟ๐˜๐—ต - ๐—ฆ๐—ผ๐˜‚๐˜๐—ต, ๐—ผ๐—ฟ ๐˜€๐—ฝ๐—ฎ๐˜๐—ถ๐—ฎ๐—น ๐—ฎ๐—น๐—ถ๐—ด๐—ป๐—บ๐—ฒ๐—ป๐˜.๐Ÿงญ Not just describing these concepts, but really applying them in practice, for instance to successfully answer "give me 4 European cities that are aligned on the map". This is a ๐—ป๐—ถ๐—ฐ๐—ฒ ๐—ฒ๐˜…๐—ฎ๐—บ๐—ฝ๐—น๐—ฒ ๐—ผ๐—ณ ๐—ฎ๐—ป ๐—ฒ๐—บ๐—ฒ๐—ฟ๐—ด๐—ฒ๐—ป๐˜ ๐—ฐ๐—ฎ๐—ฝ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜†, since nothing in the LLM's training data should prepare it for this specific task.

Anyway, I added API calls and a nice visualization on top of the LLM, streaming output, caching for the answers and locations... and ta-da! โœจ I got the ๐—”๐—œ ๐—ง๐—ฟ๐—ฎ๐˜ƒ๐—ฒ๐—น ๐—ฃ๐—น๐—ฎ๐—ป๐—ป๐—ฒ๐—ฟ.

๐™”๐™ค๐™ช ๐™˜๐™–๐™ฃ ๐™™๐™š๐™จ๐™˜๐™ง๐™ž๐™—๐™š ๐™ž๐™ฉ ๐™ฎ๐™ค๐™ช๐™ง ๐™ฉ๐™ง๐™ž๐™ฅ, ๐™–๐™ฃ๐™™ ๐™ž๐™ฉ ๐™ฌ๐™ž๐™ก๐™ก ๐™˜๐™ค๐™ข๐™š ๐™ช๐™ฅ ๐™ฌ๐™ž๐™ฉ๐™ ๐™ฃ๐™ž๐™˜๐™š ๐™–๐™ฃ๐™™ ๐™˜๐™ค๐™ฃ๐™ซ๐™š๐™ฃ๐™ž๐™š๐™ฃ๐™ฉ ๐™ก๐™ค๐™˜๐™–๐™ฉ๐™ž๐™ค๐™ฃ๐™จ!

๐™๐™ง๐™ฎ ๐™ž๐™ฉ ๐™๐™š๐™ง๐™š ๐Ÿ‘‰ m-ric/ai-travel-planner

Thank you @freddyaboulton for the ๐š๐š›๐šŠ๐š๐š’๐š˜_๐š๐š˜๐š•๐š’๐šž๐š– component, and @clem , @pngwn , @abidlabs for your ideas and support!

Amazing work! Such a cool app!

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