Does anyone know how to implement predictive/smart search on the Supply theme? (without use of app)

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We are currently using the shopify theme Supply due to the size of our stock collection. We do have an app installed at the moment for predictive search but i would ideally like to code it into the theme. Has anyone managed or know how to do this for the Shopify Supply theme. Any help is appreciated.

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