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 / Front end JSP / etc.…… Continue reading How can portals & commerce have intelligence via LLMs/GAI/ChatGPT/Gemini/etc. – Part 1
Category: AIML
Possibilities for AI powered features in Liferay – Part 1 via ChatGPT & Gemini
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 various AI-related features to enhance…… Continue reading Possibilities for AI powered features in Liferay – Part 1 via ChatGPT & Gemini
Notes on explainability & interpretability in Machine Learning – ChatGPT & BARD generated
Explainability and interpretability in neural networks are crucial for understanding how these models make decisions, especially in critical applications like healthcare, finance, and autonomous vehicles. Several software tools and libraries have been developed to aid in this process, providing insights into the inner workings of complex models. Here are some notable ones: ### 1. LIME…… Continue reading Notes on explainability & interpretability in Machine Learning – ChatGPT & BARD generated
Enterprise Content Management & Artificial Intelligence Use cases – Part 1
Enterprise content management – Wikipedia – Enteprise Content Management on Wikipedia – Enterprise content management (ECM) extends the concept of content management by adding a timeline for each content item and, possibly, enforcing processes for its creation, approval, and distribution. Systems using ECM generally provide a secure repository for managed items, analog or digital. They also include one (or more) methods for…… Continue reading Enterprise Content Management & Artificial Intelligence Use cases – Part 1
Links on Machine Unlearning – Part 1
Here are some links on machine unlearning – Part 1: Announcing the first Machine Unlearning Challenge – Google Research Blog (googleblog.com) Now That Machines Can Learn, Can They Unlearn? | WIRED Fact checks using free and open source information via search / encyclopedia and rerun the whole model – Specific usecase for hallucinations in GAI /…… Continue reading Links on Machine Unlearning – Part 1
Liferay & AIML / Generative AI – Part 1
What all is possible with Liferay & AIML / Generative AI? – Part 1. Liferay being open source we can integrate GAI / AIML with Liferay for: Generating content & images in web content section Generating automated blogs, tags, categories and UIUX flows Assistant which could redirect us to relevant help pages Assistant which could…… Continue reading Liferay & AIML / Generative AI – Part 1
Short list of good courses / links / books on Mathematics, Operating Systems and AIML / ChatGPT – Part 1
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 Foundations: Calculus Online Class |…… Continue reading Short list of good courses / links / books on Mathematics, Operating Systems and AIML / ChatGPT – Part 1