Talking Drupal #455 - Top 5 uses of AI for Drupal

Talking Drupal

Today we are talking about AI Tips for Drupal Devs, AI Best Practices, and Drupal Droid with guest Mike Miles. We’ll also cover AI interpolator as our module of the week.

For show notes visit: www.talkingDrupal.com/455

Topics

• Top 5 tips
  • Idea Generation (Ideation)
  • Code Generation
  • Debugging
  • Content Generation
  • Technical Explanations
• How do you suggest people use AI for Ideation
• Is MIT Sloan using AI to help with Drupal Development
• Does that code get directly inserted into your sites
• What are some common pitfalls
• Is your team using AI for debugging
• Any best practices you have found helping when working with AI
• Is MIT Sloan using AI for content generation
• What is an example of how you use AI for technical explanations
• What is your view ont he future of AI in Drupal, do you think AI will replace Drupal developers

Resources

• Drupal Droid
• Talking Drupal - Drupal Droid
• Workflows of ai
• AI guidelines
  • https://ist.mit.edu/ai-guidance
  • https://mitsloanedtech.mit.edu/ai/
• Using AI as a Development Tool
• Drupal Starshot: Delivering on a promise to Ambitious Site Builders

Guests

Michael Miles - mike-miles.com mikemiles86

Hosts

Nic Laflin - nLighteneddevelopment.com nicxvan John Picozzi - epam.com johnpicozzi Randy Fay - rfay

MOTW Correspondent

Martin Anderson-Clutz - mandclu.com mandclu

• Brief description:
  • Have you ever wanted to use AI to help populate entity fields that were left blank by Drupal content authors? There’s a module for that.
• Module name/project name:
  • AI Interpolator
• Brief history
  • How old: created in Sep 2023 by Marcus Johansson of FreelyGive
  • Versions available: 1.0.0-rc4
• Maintainership
  • Actively maintained, recent release in the past month
  • Security coverage - opted in, needs stable release
  • Test coverage
  • Documentation - User guide
  • Number of open issues: 18 open issues, none of which are a bugs
• Usage stats:
  • 94 sites
• Module features and usage
  • In scientific fields, interpolation is the process of using known data to extrapolate or estimate unknown data points. In a similar way this module helps your Drupal site provide values for fields that didn’t receive input, based on the information that was provided.
  • Fundamentally Interpolator AI provides a framework and an API, and then relies on companion modules for processing, either by leveraging third-party services like AI LLMs, or PHP-based scripting.
  • There are existing integrations with a variety of AI services, including OpenAI, Dreamstudio, Hugging Face, and more.
  • You can add retrievers to help extract and normalize the content you’re processing, for example photos from an external site, and other tools to help normalize and optimize content and media, and optimize any prompts you will be using with AI services.
  • You can also extend the workflow capabilities of AI Interpolator, for example using the popular and powerful ECA module that we’ve talked about before on this show.