The Drupal AI module provides a framework for easily integrating Artificial Intelligence on any Drupal site using any kind of AI (from multiple vendors). The AI module aims to provide a suite of modules and an API foundation for generating text content, images, content analysis and more. We enable integrations with ai's like ChatGPT, GPT-4, GPT-3, DALL-E, GitHub CoPilot, Mistral, Huggingface, Azrue ai and many many more. We're combining the best features and approaches from AI Interpolator, OpenAI, Augmentor and other modules in a unified framework and solution for AI in Drupal no matter what major model or service you choose to use. OpenAI, Ollama, HuggingFace, Claude, Fireworks and more will be supported, with a focus on foundational tools so you can use it out of the box or build your own path to bespoke AI integrations.
Developers will be impressed by the large flexibility and how easy you can integrate AI in your applications (no more juggling OpenAi keys, out of the box support for multiple vendors).
For Administrators It's an easy tool to enable AI powered features in Drupal.
For AI orchestration It's an incredible tool to chain multiple AI systems.
Submodules
- AI Core:- The AI provider provides access to all the common models and be extendable to any model required. Modules and recipes using this will be able to swap out any model they need.
- AI Explorer:- This is an area in the admin where you can explore text generation capability and ask it (prompt) whatever you like. An ideal place to test your prompts.
- AI Automator:- Use LLMs to populate and change any field in Drupal. This quickly becomes the starting point to create complex and meaningful AI applications where prompts can be changed together in as simple or complex a workflow as you need.
- AI CKeditor:- Provides a AI assistant in CKEditor 5 to send a prompt , do spelling corrections, translations and more.
- AI content:- Adds assistive tools for different areas of the content editing process. It allows you to adjust the tone of the content, summarise body text, suggest taxonomy terms for nodes, and checks content for Moderation violations.
- AI external moderation - Enables you to use OpenAI moderation tool before calls from any (non OpenAi) LLM provider.
- AI logging:- Enables you to log any AI request and response.
- AI translate:- Provides a simple -one click- AI powered translations, ideal for multilingual sites.
- AI validations:- Works with field_validations so you can use AI/LLM prompts to validate text.
AI Providers (out of the box)
- Anthropic
- Groq
- Huggingface
- lmstudio
- Mistral
- Ollama
- Openai
Other modules that work with the AI module
-
ai_image →
allows for image generation (with DALL-E or stable diffusion or others) in ckeditor and has a version that supports the AI module
- With ECA and Widgets this can be extended further to create complex workflows or helpful AI widgets inside your content.
Tutorials and screencasts
The latest screencasts from DrupalCon sessions might provide a good introduction to the module. Introductory Video to the AI Module.
We also have a Press Release announcing the module for more information.
We have a detailed blog post on the vision for the module, its features and submodules and our approach to this module.
Requirements
The AI module requires the Key module (where yo'll save your api keys). Some providers or submodules may require different modules.
PHP / Drupal Core requirements should go here.
Examples
Ckeditor assistant
AI powered translation
AI powered validations
AI explorer
Information for developers
Extensive documentation for other developers, who might want to extend the framework's capabilities themselves, is available. It is partly included in the module itself README.md and partly in the online documentation (linked in the sidebar).
We are actively working on this so feel free to suggest improvements.
If you are trying to implement some extension and are stuck, please don't hesitate to ask in the module's issue queue.
Please also ask to add your module to the list of "Other modules" once it's finished, if it is generally useful.
Example LLM call via AI module
// Find the default selected LLM
$sets = \Drupal::service('ai.provider')->getDefaultProviderForOperationType('chat');
$service = \Drupal::service('ai.provider');
$provider = $service->createInstance($sets['provider_id']);
$messages = new ChatInput([
new chatMessage('system', 'You are helpful assistant.'),
new chatMessage('user', $input),
]);
$message = $provider->chat($messages, $sets['model_id'])->getNormalized();
return $message->getText();
Example image generation call via AI module
$config = [
"n" => 1,
"response_format" => "url",
"size" => "1024x1024",
"quality" => "standard",
"style" => "vivid",
];
$tags = ["tag_1", "tag_2"];
try {
$ai_provider->setConfiguration($config);
$input = new TextToImageInput($prompt);
$response = $ai_provider->textToImage($input_prompt, $default_model, $tags);
$url = $this->saveAndGetImageUrl($response);
Please join the #ai channel in the Drupal Slack:
https://www.drupal.org/community/contributor-guide/reference-information... →
Logo(s) and icon(s) by
Nico Grienauer →
.