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I want to migrate my products from shopify to magento. Is there any code present on github or any other software for this? I don't need to go for paid extensions. Need some script to convert programmatically to get products from shopify and convert to Magento 2.3 format csv.

I found this https://gist.github.com/molotovbliss/857973a27109b6770346 but it is for Magento 1.

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Scripts shared on the Internet usually allow simple product migration, while there are more elements of an online store that you would also want to accurately migrate.

This extension is very cost-efficient if you are on a tight budget: https://marketplace.magento.com/litextension-shopify-to-magento-migration.html

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