Dette er CodeArts blog. Vi deler thought-leadership og tekniske tips og tricks - men som regel på engelsk.
AI Assisted Content Creation - in Optimizely CMS & Commerce (AI Series - Part 2)
AI assisted content creation is an exciting new approach driven by algorithms and models like GPT-3, DALL-E, Stable Diffusion and more. At CodeArt we've been experimenting how to use these technologies to enhance the editorial process. In this second part of the blog series on the topic I'll share a video of a prototype integration to Optimizely (Episerver) CMS of content creation using AI for both images and text.
Named Entity Recognition Demo
When working with a content heavy site, it can be very practical to use AI for identifying named entities in the text. Last summer I made a prototype service using Named Entity Recognition in danish, english and swedish to tag content - but not until now did I find time to describe it in a blog post.
Profile Manager v2 - KQL edition
We just launched a new version of the online tool Profile Manager - a tool that makes it easier for developers and content analysts to work with Episervers Profile Store. The new version lets you easily try out different KQL queries and build Filter Definitions with them.
Experimenting with Wikipedia topics for Content
Automatically tagging your content with topics from a known, well described topic base like Wikipedia can have many cool uses. You can organize your content, suggesting keywords and outbound links, not to mention that you can build up interest profiles of your visitors. These interest profiles can the be used to suggest appropriate content and keep your visitors engaged. Inspired by Episerver Content Intelligence and a couple of earlier projects I've done in the past, I decided to perform an experiment to see how far I could get with a DIY approach as opposed to the traditional cloud-based NLP/AI.
Exploring the Episerver Nuget Feed
The best thing about Episerver is the community and all the great contributions coming from it. Many of them make it into packages on the Episerver nuget feed - along side Episervers own packages. I have for a long time worked on building tools to explore and visualize this more - and now I'm finally ready to one-by-one share some of the tools coming out of it.
Getting more Insight (pun intended) into Episerver Profile Store
Profile Store, Insight, Tracker, Advance - Episerver offers a myriad of different (but connected) REST services for managing and tracking your visitors and prospects. It can be slightly confusing at first - and some of the documentation might be a tad misleading - but once you get the hang of it, they are really powerful tools. I've recently had a chance to explore them in depth. Here is what I've learned so far.
Episerver Content Provider Resilience Strategies
Content Providers for Episerver is a powerful tool with huge potential for integrations. But how should you handle fault resilience when dealing with a real time connection to an external system? As part of the integration to Digizuite DAM I have helped build, I have given this a great deal of thought.
Episerver Advance Recommendations on CodeArt
Some times you have so much great content on your website that you just wish you had a librarian to let your visitors know what to read next. And with Episerver Advance (Content Recommendations) you can at least have something that comes pretty close. I have been lucky enough to try it out on my site.