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I am trying to override the search query when loading the search results page. For example: the user enters "Gren Aple", and my script fixes syntax/spelling errors and loads the page with the result of "Green Apple". I will be glad to any help.

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    You Can implement a Search engine like Solr or elasticSearch that will do this for you in a effective a well – Vishwas Bhatnagar Mar 5 '18 at 14:33
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I can suggest installing and enabling elasticSearch. It's a great feature, some more information here: http://devdocs.magento.com/guides/v2.1/config-guide/elasticsearch/es-overview.html

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Suggest you to give a try at Elasticsuite : https://github.com/Smile-SA/elasticsuite

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