How to Integrate AI into Drupal: 7 Drupal 8 AI Modules | OPTASY

How do you take advantage of AI and get the most of Drupal's content management system? Are there any Drupal 8 AI modules and tools that you could incorporate into your website and... get the most of both worlds?

The best of Drupal as a reliable content repository and of a:

chatbot
virtual assistant or another type of conversational interface

Or maybe you want to implement AI to boost the various content workflows happening on your website:

content that needs to be served to various markets (and thus translated into... various languages)
user-generated content that needs to follow a certain editorial guideline (e.g. "adding alternative text to images")
content experiences that need to be tailored to each user's activity on your site

Nothing easier.

There are at least 7 different modules in Drupal to help you inject AI capabilities into your website:

1. What Are the Biggest Advantages of Artificial Intelligence in Drupal?

How does building AI integrations on top of your Drupal website translate into benefits? Strong, clear benefits...

Well, it all bubbles up to the user experience and to your team's efficiency:

you create and deliver more personalized experiences for your website visitors
you streamline and automate your team's content and marketing workflows
you get to boost your targeted marketing efforts
you provide more engaging user experience, as well, incorporating smarter features into your Drupal site

2. Build a Drupal Chatbot Fast with 2 Drupal 8 AI Modules

Thinking about delivering a more user-centric experience on your website? Then you must be wondering how you can implement an AI-powered conversational interface in Drupal, right?

You'd then be using Drupal for front UI, content management, user admin...

7 Drupal 8 AI Modules to Integrate AI into your Site: Building a Drupal Chatbot

Source: Drupal Camp Pune

It's simple:

There are 2 dedicated AI modules in Drupal that help you create a chatbot in no time:

2.1. Chatbot API

Let take this scenario:

You want your "Drupal headless" setup to share content across an entire ecosystem of services: Facebook bot, Dialogueflow, Amazon Echo... Yet, you dread the idea of writing custom code for every single chatbot/personal assistant in this ecosystem.

How do you streamline your content serving efforts? How can you write your code once and... have your content shared with all your target chatbots and?

You install Chatbot API.

It will intermediate the integration of all those services into your Drupal website. And it will ensure that data gets served across the whole network of chatbots.

2.2. Drupal Chatbot

Another useful module to use if you consider creating a chatbot on Drupal data.

Here's how it works:

It enables you to set up a voice and text-based bot to interact with your website visitors. One that acts as a layer between Drupal and the NLP agent.

You get to choose the block where you want it enabled and to add various functionalities, as well: Latest Article Search, Latest Pages, Top Rated Pages...

3. Implement a Virtual Assistant with Decoupled Drupal Commerce

What if you want to take the eCommerce experience on your online store to a new level? To turn it into a... conversational eCommerce experience?

How? By integrating a Drupal virtual assistant into your website.

Nothing easier:

You connect a bot to decoupled Drupal Commerce.

Bot Frameworks + Decoupled Drupal Commerce APIs + NLU = A Conversational Interface for your eCommerce website.

Since Drupal:

puts a whole collection of APIs at your free disposal (being API-first)
provides you with the Commerce Cart API module to leverage

... storing content (and product details) and interacting with shopping carts in Drupal Commerce becomes particularly easy.

And here's how your Drupal Commerce-powered bot would work:

it will trigger "review cart" and "add to cart functionality" via message-based interactions
it will unblock search and "explore the products" functionality by connecting itself to the Drupal Commerce APIs

4. Create Personalized Experiences with Drupal Machine Learning

Personalization is the norm these days.

To serve content tailored to your customers' past activity (what they shared, what content they searched for...) and their profiles.

And for doing it right, you need to incorporate machine learning techniques into your Drupal website.

"Is it possible to do that?"

Of course. And here are just 2 Drupal 8 AI modules that you can tap into for personalizing the web content experience that you provide your site visitors with:

4.1. Acquia Lift Connector

Take it as a convenient 2-in-1 tool at hand: customer data & content.

This way, you get to streamline your content personalization efforts. To scale and share user-tailored experiences across an entire infrastructure of channels and devices.

It'll "equip" your marketing campaign with all the powerful features you need: behavioral targeting, real-time audience segmentation, A/B testing...

In a nutshell, what this module does is connect your Drupal site with the Acquia Lift personalization tool...

4.2. Azure Cognitive Services API

The go-to module if you consider "injecting" intelligent features — speech, facial and vision recognition, speech and language understanding — into your Drupal website or app.

Your development team can just tap into the machine learning APIs exposed and... turn them into machine learning functionalities to be incorporated into your Drupal application.

7 Drupal 8 AI Modules to Integrate AI into your Site: Azure Cognitive Services API

Source: Drupal.org

It's a package of 4 different AI modules, in fact:

Face API Module
Emotion Recognition API Module
Computer Vision API Module
Azure Text Analytics API Module

The last one, for instance, triggers advanced natural language processing on raw text.

This translates into 3 key features: key phrase extraction, sentiment analysis, and language detection.

5. Streamline Your Workflows with 2 Drupal Intelligent Content Tools

One of the biggest advantages of artificial intelligence is that of streamlining (and automating) your in-house workflows.

Your content and marketing ones...

So, how do you inject "efficiency" into your Drupal content and marketing teams' various workflows? You integrate these 2 Drupal 8 AI modules into their work.

5.1. Automatic Alternative Text

What if you could implement AI capabilities into the process where users upload their own content?

Just ponder on this scenario for a while:

You can include "Add alternative text images" into your set of editorial guidelines, but you can't expect users to follow them, as well, when they upload content, right?

And that's what you have the Automatic Alternative Text module for.

7 Drupal 8 AI Modules to Integrate AI into your Site: Automatic Alternative Text

Source: Drupal.org

It describes the image that the user uploads. In one sentence.

It generates more than one description for the same image, actually...

Furthermore, it ships with features like:

detecting mature content
identifying faces in a given image
determining the prevailing colors

5.2. Cloudwords for Multilingual Drupal

Another one of those Drupal intelligent content tools that you should turbocharge your team's workflow with.

Just put yourself into one of your marketers' shoes:

He/she has to deliver content (lots of it) to an entire ecosystem of markets, in various languages.

And delivering localized, consistent content experiences at a global scale does take plenty of resources...

What this module does is automate the entire content delivery and management process:

Just select the piece(s) of content that you'll need to localize and let Cloudwords serve it at high speed, to all your target markets.

The END!

And these are but 7 of the Drupal 8 AI modules at your disposal for injecting artificial intelligence capabilities into your website/app.

Have you implemented any AI integrations in Drupal 8 so far? Any chatbots or maybe AI-powered tools for personalizing the content experience on your website?

What other types of AI modules would you like to find in Drupal?

Photo by Franck V. on Unsplash

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Drupal Layout Builder vs Gutenberg: How Do You Know Which Page Builder’s Right for You?

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Silviu Serdaru / Mar 25'2020

Drupal Drupal 8

Drupal Voice Search: How to Set Up Search Based on Voice Recognition on Your Drupal Site

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Configuring Drupal for Voice Search: Optimize Your Content for Google's Featured Snippets I'm not going to get into details here, but there are lots of highly valuable MOZ blog posts on this topic that I recommend you have a look at. 2.5. Center Your Drupal Voice Search Strategy Around Question Keywords “How to...”, “What to...”, “Why use...” 2.6. Make Sure to Include (Really) Long-Tail Keywords Into Your Content 5+ word keywords, I mean. 3. Set Up a Drupal Voice Search Engine in Just a Few Steps How do you create a search system based on voice on your Drupal website? Image by Kaufdex from Pixabay Here are the easy steps to creating a custom voice search engine with Expertrec: First of all, you need a google tag manager account, a Gmail id, access to your Drupal admin dashboard and a valid sitemap Set up an account on https://cse.expertrec.com??platform=cse using your Gmail ID Enter your website's URL login to your Drupal admin panel and install google tag manager: https://www.drupal.org/project/google_tag Enter your google tag manager ID and save the configuration Access https://cse.expertrec.com/csedashboard/home/code and copy that code Add the first part of the code in your control panel, using Google tag manager Use the custom HTML option and configure the trigger to place it on all the web pages on your Drupal site where you want the voice search enabled Go to Structure-> Block layout-> Header ->Place block-> Add custom block-> click on source and enter: <ci-search></ci-search> (opt for "full HTML"). It's this code that will display a search box in your website's header Hit the Save button and finally, navigate to UI customization->features-> enable voice search And that's it: 9 simple steps to add voice search to your Drupal site. 4. Building Your Own Voice App: Why Would You Want to Use Drupal? Now, let's say that you've optimized your Drupal website for voice search, improved your search ranking and given your traffic a major boost. And you've decided to go further and... build your first voice app, as well. Why would you use Drupal to build it? Here are some of the most solid reasons: Drupal provides you with a sophisticated user permissions and access control system it allows you to restrict access to content it provides you with fieldable content it ships with a pre-built front-end Drupal it enables you to put together complex content workflows it provides multi-language support out of the box it provides you with an API module Note: in the end, it's your use case, along with all the specific feature needs deriving from there, that should influence your final decision. But how would your Drupal voice app work, more precisely? Here's the whole "mechanism" in the back-end, summed up to 4 stages: the user talks to the voice assistant (Alexa, Siri, Cortana...) the voice assistant talks to Drupal Drupal provides an answer to the voice assistant the voice assistant delivers the answer to the user Chatbot API is the module that makes communication between Drupal and the AI voice assistant possible. It integrates, out of the box, with Dialogue Flow and Alexa. I won't go into detail on the basics of a voice-powered app and the fundamentals of a VUI design. Yet, I recommend you watched the DrupalCon session on Powering an Alexa App with Drupal. It includes a handful of useful tips and actionable information on building a Drupal-powered voice search. In this chapter, my sole intention was to outline those Drupal features and functionalities that make it the best candidate for a voice app. The END! I won't hide it: I'm curious whether you've already got your Drupal website voice-search friendly or not just yet. What strategies have you implemented so far to make your content more findable for vocal queries? Have you set up your own Drupal voice search engine? Are there any obstacles that Drupal challenged you with? That made the whole optimization for voice search more complex than expected? Let us know in the comments below. Photo by Matt Botsford on Unsplash ... Read more

Adriana Cacoveanu / Mar 23'2020

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