comprehend_tagging

This Drupall 11 custom module integrates with Amazon Comprehend to automatically tag Drupal content using taxonomy, based on custom classifier predictions.

DEMO Youtube

---

Requirements

• Drupal 11
• A vocabulary named ai_tags
• A taxonomy reference field field_ai_tags on the article content type
• A custom Comprehend classifier endpoint deployed in AWS

---

Environment Variables

Use .env and vlucas/phpdotenv to load credentials:

AWS_ACCESS_KEY_ID = ... AWS_SECRET_ACCESS_KEY = ... AWS_DEFAULT_REGION = .... AWS_COMPREHEND_ENDPOINT_ARN = arn:aws:comprehend:...

---

Enable

drush en comprehend_tagging -y

Go to AWS comprehend repo Download terraform files

Follow steps to deploy

Test

1. Create a taxonomy, vocabulary name AI tags (machine name : ai_tags)

2. Add that taxonomy to the Article content type.

3. Create an article with meaningful text in the body.

The module will:

1. Extract the body text

2. Send it to the Comprehend endpoint

3. Add or reuse a term in ai_tags

4. Attach it to field_ai_tags

5. Logs are written to Drupal’s watchdog if Comprehend is unavailable.