{"id":1080,"date":"2023-06-16T19:29:32","date_gmt":"2023-06-16T13:59:32","guid":{"rendered":"https:\/\/www.techandtrain.com\/blog\/?p=1080"},"modified":"2025-10-22T14:53:05","modified_gmt":"2025-10-22T09:23:05","slug":"liferay-aiml-generative-ai-part-1","status":"publish","type":"post","link":"https:\/\/www.techandtrain.com\/blog\/2023\/06\/liferay-aiml-generative-ai-part-1\/","title":{"rendered":"Liferay &amp; AIML \/ Generative AI &#8211; Part 1"},"content":{"rendered":"\n<p>What all is possible with Liferay &amp; AIML \/ Generative AI? &#8211; Part 1. Liferay being open source we can integrate GAI \/ AIML with Liferay for:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Generating content &amp; images in web content section<\/li>\n\n\n\n<li>Generating automated blogs, tags, categories and UIUX flows<\/li>\n\n\n\n<li>Assistant which could redirect us to relevant help pages<\/li>\n\n\n\n<li>Assistant which could suggest which portlets or features to use from documentation<\/li>\n\n\n\n<li>Assistant for suggesting configurations of Liferay<\/li>\n\n\n\n<li>Intelligent chatbot which is domain specific<\/li>\n\n\n\n<li>Assistant for fault finding &amp; log analysis recommendations<\/li>\n\n\n\n<li>Assistant for detecting status of liferay, integrations, file store &amp; database<\/li>\n\n\n\n<li>Assistant for analysis of networked components like web server, CDN, hosting \/ cloud and so on<\/li>\n\n\n\n<li>List is endless and this seems to be the just the start of this new area of integrating AIML \/ GAI into enterprise applications for monitoring, suggestions and assistance<\/li>\n<\/ul>\n\n\n\n<p>Refer my earlier blog for what kind of disclaimers might be required when working with GAI:&nbsp;<a href=\"https:\/\/www.linkedin.com\/pulse\/what-points-can-part-fair-use-disclaimer-generativeai-neil-harwani\/\">What points can be part of fair use disclaimer for Generative AI? &#8211; Part 1 | LinkedIn<\/a><\/p>\n\n\n\n<p>Email me: Neil@HarwaniSystems.in<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What all is possible with Liferay &amp; AIML \/ Generative AI? &#8211; Part 1. Liferay being open source we can [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1081,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[144,192],"tags":[117,237,281,200],"class_list":["post-1080","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-aiml","category-liferay","tag-aiml","tag-dxp","tag-gai","tag-liferay"],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/06\/binary-1536646_1920.jpg?fit=1920%2C1280&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p7do02-hq","jetpack-related-posts":[{"id":1376,"url":"https:\/\/www.techandtrain.com\/blog\/2024\/11\/possibilities-for-ai-powered-features-in-liferay-part-1-via-chatgpt-gemini\/","url_meta":{"origin":1080,"position":0},"title":"Possibilities for AI powered features in Liferay &#8211; Part 1 via ChatGPT &amp; Gemini","author":"Neil Harwani","date":"November 17, 2024","format":false,"excerpt":"A good list on possibilities for AI powered features in Liferay - Part 1 from GAI\/LLMs. Sharing here for everyone's benefit. Came across during talking to ChatGPT and Gemini, very good ideas - some are inbuilt, some need customizations. Possibilities are endless. ******************************** Liferay, a digital experience platform (DXP), integrates\u2026","rel":"","context":"In &quot;AIML&quot;","block_context":{"text":"AIML","link":"https:\/\/www.techandtrain.com\/blog\/category\/aiml\/"},"img":{"alt_text":"Credits: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/Mountain.png?fit=1200%2C872&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/Mountain.png?fit=1200%2C872&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/Mountain.png?fit=1200%2C872&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/Mountain.png?fit=1200%2C872&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/Mountain.png?fit=1200%2C872&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1018,"url":"https:\/\/www.techandtrain.com\/blog\/2023\/01\/links-on-important-technical-concepts-of-liferay-part-1\/","url_meta":{"origin":1080,"position":1},"title":"Links on important technical concepts of Liferay &#8211; Part 1","author":"Neil Harwani","date":"January 25, 2023","format":false,"excerpt":"Here are some links on important technical concepts of Liferay - Part 1. Hope this is helpful to all using and learning Liferay. Clustering:\u00a0Liferay DXP Clustering \u2013 Liferay Help Center Upgrade:\u00a0Upgrade Basics \u2014 Liferay Learn LXC:\u00a0Liferay Experience Cloud \u2013 Liferay Help Center Search:\u00a0Search Overview \u2014 Liferay Learn Architecture:\u00a0Introduction to Architecture\u2026","rel":"","context":"In &quot;Liferay&quot;","block_context":{"text":"Liferay","link":"https:\/\/www.techandtrain.com\/blog\/category\/liferay\/"},"img":{"alt_text":"Credit: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/01\/door-g5a9b513f9_1920.jpg?fit=1200%2C944&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1151,"url":"https:\/\/www.techandtrain.com\/blog\/2023\/10\/security-cookie-links-www-liferay-com-part-1\/","url_meta":{"origin":1080,"position":2},"title":"Security &amp; Cookie links @ www.Liferay.com &#8211; Part 1","author":"Neil Harwani","date":"October 20, 2023","format":false,"excerpt":"List of Liferay security & cookie related links which includes Cookies, XSS, CSRF, OWASP, CORS, SSO, IAM, Service Action Policies and more: Known vulnerabilities:\u00a0Known Vulnerabilities - Liferay Security statement:\u00a0Security Statement | Liferay LXC Cloud security:\u00a0DXP Cloud Security | Liferay Securing Liferay page:\u00a0Securing Liferay - Liferay Learn Help center DXP 7.0:\u00a0Liferay\u2026","rel":"","context":"In &quot;Liferay&quot;","block_context":{"text":"Liferay","link":"https:\/\/www.techandtrain.com\/blog\/category\/liferay\/"},"img":{"alt_text":"Credits: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/10\/Safe.jpg?fit=1200%2C1043&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/10\/Safe.jpg?fit=1200%2C1043&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/10\/Safe.jpg?fit=1200%2C1043&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/10\/Safe.jpg?fit=1200%2C1043&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/10\/Safe.jpg?fit=1200%2C1043&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1383,"url":"https:\/\/www.techandtrain.com\/blog\/2024\/11\/how-can-portals-commerce-have-intelligence-via-llms-gai-chatgpt-gemini-etc-part-1\/","url_meta":{"origin":1080,"position":3},"title":"How can portals &amp; commerce have intelligence via LLMs\/GAI\/ChatGPT\/Gemini\/etc. &#8211; Part 1","author":"Neil Harwani","date":"November 26, 2024","format":false,"excerpt":"Here is my solution template for having intelligence from AI\/GAI\/LLMs in Portals & Commerce - Part 1: Assumptions: Java\/PHP\/Dot Net\/SharePoint\/Liferay\/WordPress\/Drupal type of a portal and \/ or commerce Just like we have HTML - HEAD \/ BODY \/ FOOTER \/ HEADER \/ META TAGS \/ BACKEND LOGIC in Java \/\u2026","rel":"","context":"In &quot;AIML&quot;","block_context":{"text":"AIML","link":"https:\/\/www.techandtrain.com\/blog\/category\/aiml\/"},"img":{"alt_text":"Credits: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/web.jpg?fit=1200%2C800&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/web.jpg?fit=1200%2C800&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/web.jpg?fit=1200%2C800&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/web.jpg?fit=1200%2C800&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2024\/11\/web.jpg?fit=1200%2C800&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1074,"url":"https:\/\/www.techandtrain.com\/blog\/2023\/05\/short-list-of-good-courses-links-books-on-mathematics-operating-systems-and-aiml-chatgpt-part-1\/","url_meta":{"origin":1080,"position":4},"title":"Short list of good courses \/ links \/ books on Mathematics, Operating Systems and AIML \/ ChatGPT &#8211; Part 1","author":"Neil Harwani","date":"May 21, 2023","format":false,"excerpt":"Here is a short list of good courses \/ links \/ books on Mathematics, Operating Systems and AIML \/ ChatGPT - Part 1: Machine Learning Foundations: Linear Algebra Online Class | LinkedIn Learning, formerly Lynda.com Programming Foundations: Numerical Mathematics and Calculations Online Class | LinkedIn Learning, formerly Lynda.com Machine Learning\u2026","rel":"","context":"In &quot;AIML&quot;","block_context":{"text":"AIML","link":"https:\/\/www.techandtrain.com\/blog\/category\/aiml\/"},"img":{"alt_text":"Credits: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/05\/geometry-g69584ea1e_1920.jpg?fit=1200%2C790&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/05\/geometry-g69584ea1e_1920.jpg?fit=1200%2C790&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/05\/geometry-g69584ea1e_1920.jpg?fit=1200%2C790&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/05\/geometry-g69584ea1e_1920.jpg?fit=1200%2C790&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/05\/geometry-g69584ea1e_1920.jpg?fit=1200%2C790&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":1053,"url":"https:\/\/www.techandtrain.com\/blog\/2023\/03\/elasticsearch-with-liferay-notes-links-part-1\/","url_meta":{"origin":1080,"position":5},"title":"Elasticsearch with Liferay &#8211; Notes &amp; Links &#8211; Part 1","author":"Neil Harwani","date":"March 26, 2023","format":false,"excerpt":"Below are the important notes & links for configuring Liferay DXP with Elasticsearch. Configuring Elasticsearch \u2013 Liferay Help Center\u00a0- DXP 7.0 Installing Elasticsearch - Liferay Learn\u00a0- DXP latest Securing Elasticsearch 6.5 with X-Pack \u2013 Liferay Help Center\u00a0- DXP 7.0 with ES 6.5 Securing Elasticsearch - Liferay Learn\u00a0- DXP 7.0\/7.1\/7.2\/7.3\/7.4 latest\u2026","rel":"","context":"In &quot;Liferay&quot;","block_context":{"text":"Liferay","link":"https:\/\/www.techandtrain.com\/blog\/category\/liferay\/"},"img":{"alt_text":"Credit: www.Pixabay.com","src":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/03\/freelancer-763730_1920.jpg?fit=1200%2C797&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/03\/freelancer-763730_1920.jpg?fit=1200%2C797&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/03\/freelancer-763730_1920.jpg?fit=1200%2C797&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/03\/freelancer-763730_1920.jpg?fit=1200%2C797&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.techandtrain.com\/blog\/wp-content\/uploads\/2023\/03\/freelancer-763730_1920.jpg?fit=1200%2C797&ssl=1&resize=1050%2C600 3x"},"classes":[]}],"jetpack_likes_enabled":true,"_links":{"self":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1080","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/comments?post=1080"}],"version-history":[{"count":1,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1080\/revisions"}],"predecessor-version":[{"id":1082,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/posts\/1080\/revisions\/1082"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media\/1081"}],"wp:attachment":[{"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/media?parent=1080"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/categories?post=1080"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.techandtrain.com\/blog\/wp-json\/wp\/v2\/tags?post=1080"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}