{"id":558565,"date":"2026-09-18T09:46:55","date_gmt":"2026-09-18T09:46:55","guid":{"rendered":"https:\/\/webkul.com\/blog\/?p=558565"},"modified":"2026-09-18T09:52:15","modified_gmt":"2026-09-18T09:52:15","slug":"ai-product-recommendation-for-bagisto-complete-user-guide","status":"publish","type":"post","link":"https:\/\/webkul.com\/blog\/ai-product-recommendation-for-bagisto-complete-user-guide\/","title":{"rendered":"AI Product Recommendation for Bagisto: Complete User Guide"},"content":{"rendered":"\n<p>Customers often leave your store because they can&#8217;t find what they want.<br>Showing the right products at the right time keeps them browsing and buying.<\/p>\n\n\n\n<p>The AI Product Recommendation extension does exactly this.<br>It uses AI to understand what each product is about and suggests similar products on every product page.<\/p>\n\n\n\n<p>Unlike traditional &#8220;related products&#8221; that rely on manual links, this extension uses AI embeddings to find products that are truly similar in meaning.<\/p>\n\n\n\n<p>A customer viewing a waterproof hiking boot will see other outdoor gear, trail accessories, and weatherproof footwear.<br>Even if you never linked those products manually.<\/p>\n\n\n\n<p>This is smart, automatic product discovery that works the way shoppers think.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"complete-features-list\"><strong>Complete Features List<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AI-Powered <strong>Recommendations<\/strong><\/strong>\u00a0&#8211; Finds genuinely similar products using AI embeddings.<\/li>\n\n\n\n<li><strong><strong>Pluggable Vector Drivers<\/strong><\/strong>\u00a0&#8211; Store and search embeddings in Elasticsearch or MariaDB.<\/li>\n\n\n\n<li><strong><strong>Text Fallback<\/strong><\/strong>\u00a0&#8211; Still shows recommendations if AI data is missing<\/li>\n\n\n\n<li><strong><strong>Native Carousel<\/strong><\/strong>\u00a0&#8211; Uses Bagisto&#8217;s built-in product carousel for a seamless look<\/li>\n\n\n\n<li><strong><strong>Works for All Visitors<\/strong>\u00a0<\/strong>\u00a0&#8211; Recommendations show for both guests and logged-in customers.<\/li>\n\n\n\n<li><strong>Auto Re-Indexing<\/strong>\u00a0&#8211; Updates search index automatically when products change.<\/li>\n\n\n\n<li><strong>Multi-Product Type Support<\/strong>\u00a0&#8211; Works with simple, virtual, configurable, grouped, bundle, downloadable, and booking products<\/li>\n\n\n\n<li><strong>Admin Configuration<\/strong>\u00a0&#8211; Full control from the admin panel without touching code.<\/li>\n\n\n\n<li><strong>22 Language Support<\/strong>\u00a0&#8211; Every label translated for all Bagisto languages.<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Prerequisites<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Bagisto<\/strong>: Version 2.4.10 <\/li>\n\n\n\n<li><strong>Vector Driver<\/strong>: Elasticsearch 8.x, or MariaDB 11.7 or newer (<code>VECTOR<\/code> column type).<\/li>\n\n\n\n<li><strong>MagicAI<\/strong>: Installed and configured with at least one AI provider API key<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">Elasticsearch Setup<\/h2>\n\n\n\n<p><strong>1<\/strong>: Install <a href=\"https:\/\/www.elastic.co\/guide\/en\/elasticsearch\/reference\/current\/install-elasticsearch.html\">Elasticsearch<\/a> and configure bagisto connection<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">   ELASTICSEARCH_HOST=your-url:9200\n   ELASTICSEARCH_USER=\n   ELASTICSEARCH_PASS=\n \n\n   \/\/ For API key authentication:\n\n   ELASTICSEARCH_HOST=your-url:9200\n   ELASTICSEARCH_API_KEY=your-api-key\n   \n\n   \/\/ For Elastic Cloud:\n   \n   ELASTICSEARCH_CLOUD_ID=your-cloud-id\n   ELASTICSEARCH_API_KEY=your-api-key<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"installation-of-fedex-shipping-for-bagisto\">AI Product Recommendation Installation<\/h2>\n\n\n\n<p>The installation is simple just like the installation of the Bagisto extension.<\/p>\n\n\n\n<p><strong>1<\/strong>: Unzip the extension zip and merge the \u201cpackages\/Webkul\u201d folders into the project root directory.<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>2:<\/strong> Open the composer.json file and add the following line under the \u2018psr-4\u2019 section:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">&quot;Webkul\\\\AIRecommendation\\\\&quot;: &quot;packages\/Webkul\/AIRecommendation\/src&quot;<\/pre>\n<\/div><\/div>\n\n\n\n<p><strong>3:<\/strong> Refresh autoloads<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">composer dump-autoload<\/pre>\n\n\n\n<p>4: In bootstrap\/providers.php, import and add the provider class to the returned array:<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">use Webkul\\AIRecommendation\\Providers\\AIRecommendationServiceProvider;\n\nreturn &#091;\n    AIRecommendationServiceProvider::class,\n];<\/pre>\n\n\n\n<p><strong>3:<\/strong> Index Commands<\/p>\n\n\n\n<pre class=\"EnlighterJSRAW\">php artisan ai-recommendation:index --driver=your-driver-name\n\/\/drivers - mariadb or elasticsearch or both\n\nphp artisan ai-recommendation:index --driver=your-driver-name --fresh\n\/\/reindex after model change<\/pre>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"admin-configuration\">Admin Configuration<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">AI Provider setup<\/h3>\n\n\n\n<p>The <strong>AI Product Recommendation<\/strong> module uses the <strong>Laravel AI SDK<\/strong> via the MagicAI package.<\/p>\n\n\n\n<p> It supports multiple AI providers (OpenAI, Anthropic, Gemini, Mistral, etc.)<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Configure API Keys<\/h4>\n\n\n\n<p>Go to  <strong>Admin &gt;&gt; Configuration &gt;&gt; Magic AI &gt;&gt; Providers<\/strong>.<\/p>\n\n\n\n<p>Enter your API key for the provider you want to use.<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1120\" height=\"880\" data-id=\"557496\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/providers.webp\" alt=\"Magic AI Providers \" class=\"wp-image-557496\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/providers.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/providers-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/providers-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/providers-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n<\/figure>\n\n\n\n<p>Click on <strong>Save Configuration<\/strong> button.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">AI Product Recommendation configuration<\/h3>\n\n\n\n<p>The admin can navigate to <strong>Configure >> AI Product Recommendation >> General<\/strong>.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"1120\" height=\"880\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/aiproductrecommendation.webp\" alt=\"Ai product recommendation\" class=\"wp-image-558571\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/aiproductrecommendation.webp 1120w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/aiproductrecommendation-300x236.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/aiproductrecommendation-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/aiproductrecommendation-768x603.webp 768w\" sizes=\"(max-width: 1120px) 100vw, 1120px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<p><strong>Status \u2013<\/strong> When enabled, the AI recommendation carousel appears on every product page.<br>When disabled, nothing changes on your storefront.<\/p>\n\n\n\n<p><strong>AI Model \u2013<\/strong> Choose which AI model.<\/p>\n\n\n\n<p><strong>Vector<\/strong> <strong>Driver<\/strong> <strong>\u2013<\/strong> Select where product embeddings are stored and searched(MariaDB or ElasticSearch).<\/p>\n\n\n\n<p><strong>Number of Suggestions \u2013<\/strong> This controls how many products appear.<\/p>\n\n\n\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<p><strong>Minimum Similarity Score<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Products scoring below this value are excluded from results.<\/li>\n\n\n\n<li>Lower value (0.1-0.2) \u2013 More results, may include less relevant products<\/li>\n\n\n\n<li>Higher value (0.4-0.5) \u2013 Fewer results, more precise matching.<\/li>\n<\/ul>\n<\/div><\/div>\n<\/div><\/div>\n\n\n\n<p><strong>Number of Results<\/strong>&#8211; This controls the maximum products retrieved from the semantic index per search.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"customer-front-end-panel\">Customer Front End Panel<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">Product Page<\/h3>\n\n\n\n<p>A customer opens a product; they see &#8211; Product Carousal showing recommended products below the product description section.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"841\" height=\"659\" src=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/storefrontairecommendation.webp\" alt=\"Ai Recommendation Product Page\" class=\"wp-image-558572\" srcset=\"https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/storefrontairecommendation.webp 841w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/storefrontairecommendation-300x235.webp 300w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/storefrontairecommendation-250x196.webp 250w, https:\/\/cdnblog.webkul.com\/blog\/wp-content\/uploads\/2026\/09\/storefrontairecommendation-768x602.webp 768w\" sizes=\"(max-width: 841px) 100vw, 841px\" loading=\"lazy\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"support\">Support<\/h2>\n\n\n\n<p>So, that was much about the User Guide of the AI Product Recommendation Extension for Bagisto. For any queries or doubts reach out to us at<strong>\u00a0<a href=\"mailto:support@webkul.com\" target=\"_blank\" rel=\"noreferrer noopener\">support@webkul.com<\/a>.<\/strong><\/p>\n\n\n\n<p> You can also raise a ticket at our&nbsp;<a href=\"https:\/\/bagisto.uvdesk.com\/en\/\" target=\"_blank\" rel=\"noreferrer noopener\"><strong>HelpDesk System.<\/strong><\/a><\/p>\n\n\n\n<p>Please explore our <strong><a href=\"https:\/\/webkul.com\/laravel-development\/\">Laravel Development Services&nbsp;<\/a><\/strong>and quality<a href=\"https:\/\/bagisto.com\/en\/extensions\/\" target=\"_blank\" rel=\"noreferrer noopener\">&nbsp;<strong>Bagisto Extensions<\/strong>.<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Customers often leave your store because they can&#8217;t find what they want.Showing the right products at the right time keeps them browsing and buying. The AI Product Recommendation extension does exactly this.It uses AI to understand what each product is about and suggests similar products on every product page. Unlike traditional &#8220;related products&#8221; that rely <a href=\"https:\/\/webkul.com\/blog\/ai-product-recommendation-for-bagisto-complete-user-guide\/\">[&#8230;]<\/a><\/p>\n","protected":false},"author":800,"featured_media":558588,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[8396,2047,1],"tags":[13608,8055,74,6232,6841,15665,590],"class_list":["post-558565","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bagisto","category-ecommerce-tips","category-uncategorized","tag-ai","tag-bagisto","tag-ecommerce","tag-elastic-indexes","tag-elasticsearch","tag-recommendation-system","tag-webkul"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI Product Recommendation for Bagisto: Complete User Guide - Webkul Blog<\/title>\n<meta name=\"description\" content=\"Boost sales with AI-powered product recommendations for Bagisto. 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