🤖 AI Integration Feature Ideas

[chrisblakley]

This is just a ticket to track browser AI support such as Gemini in Chrome and log ideas of feature integration.

Nebula demo here using Gemini in Google Chrome:
https://nebula.gearside.com/examples/chrome-ai-apis/

Quick note on how to activate it during the development phase:

• Go to chrome://flags to enable the various Gemini AI flags as well setting the "Enables optimization guide on device" flag to Enabled BypassPerfRequirement.
• Restart Chrome
• Go to chrome://components to install/update the "Optimization Guide On Device Model" component

If you don't see the "Optimization Guide On Device Model" listed in the Chrome Components list, try running one of the AI commands in the console (ignoring any errors) and reload the components page.

Potential ideas for AI integration will be in separate comments below for now. May eventually separate them into their own individual issues if this feature becomes that large/supported.

[chrisblakley]

Maybe the 404 page suggestions can be further enhanced with AI if it can be fed the sitemap?

However, I would not want the AI to recommend things to the user that aren't 100% accurate- which is a problem with AI. So each recommendation would need to be programmatically reviewed and sanitized...

Feasibility: 🤖/5

[chrisblakley]

Use the Summarizer AI to summarize contact form submissions.

In the Nebula CF7 Submission storage section, when clicking on a submission we could have the AI summarize the request. This could speed up the review process.

This could also provide another perspective on if the submission is spam. Maybe have the AI return a one-word response to "Is this message spam?" from a choice of "Definitely", "Likely", "Inconclusive", "Unlikely", "No".

Furthermore, this AI could parse the latest X submissions (like latest 10 or latest 50) and summarize them. Perhaps a good starting point here is the Nebula Feedback system. Maybe a "Summarize" button at the top? How do we deal with uncaught spam and long submission data eating up tokens?

Feasibility: 🤖🤖🤖🤖🤖/5

[chrisblakley]

When using Nebula Audit Mode (or maybe in the WP admin when editing a page/post/CPT), use AI to try writing a meta description for the page content.

This could give content managers a chance to see alternative approaches to their meta descriptions.

The challenge is that AI does not always understand things like "no more than 150 characters".

Feasibility: 🤖🤖/5

[chrisblakley]

Create a new AI metabox in the WP Dashboard that can be prompted like ChatGPT or Gemini itself.

It wouldn't know all that much about the current website (unless there was a massive system prompt), and also would not be as feature rich as ChatGPT itself because it is not worth reinventing the wheel here.

Feasibility: 🤖🤖/5

Not going to pursue this unless there is a way in the future to enhance the system prompt to make responses more useful to developers and content managers using the WordPress DB.

Edit: This could become much more useful if integrating the OpenAI API as described below.

✅ This has been created in Nebula Dev, but not yet pushed to Nebula Core.

[chrisblakley]

Also check out transformers.js as it has entirely client-side AI capabilities with a super easy to use API that can do all sorts of functionality from many different models.

https://huggingface.co/docs/transformers.js/tutorials/vanilla-js

Available models: https://huggingface.co/models?library=transformers.js&sort=trending

https://github.com/huggingface/transformers

[chrisblakley]

Another idea for a Nebula AI feature could be to feed AI daily error logs and have it summarize them and provide fixes/suggestions.

Feasibility: 🤖🤖🤖/5

Edit: This would be another great functionality for the OpenAI API described below in the next comment.