Help recommandation system

Hello im new here, i need some help, i have some data inserted in postgres sql the data is divided in 3 tables one for contacts the second is for product the third is contact_product is the link between the 2 that i have mentioned above. What is the best workflow to create a recommendation system. the ai agent must select the best product based on the gender and the user bought product.

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