Terraform - Amazon Comprehend Custom Classifier Deployment

This Terraform project provisions an AWS Comprehend custom classifier, S3 storage, and IAM roles to support AI-based content tagging in a Drupal 11 site.

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What This Project Does

• Creates an S3 bucket and uploads training data
• Creates an IAM role and policy for Comprehend to access S3
• Provisions an Amazon Comprehend custom classifier
• Deploys a real-time classifier endpoint

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Prerequisites

• AWS CLI v2 installed
• Valid AWS credentials (via ~/.aws/credentials or env vars)
• Terraform ≥ 1.0 installed
• Python 3+

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Generate Training Data

python generate_university_training_data.py

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Deploy

terraform init
terraform apply

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## Monitor Training
- Go to Amazon Comprehend → Custom classification to check progress.

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## Create an Endpoint

```bash
aws comprehend create-document-classifier-endpoint \
  --endpoint-name UniversityClassifierEndpoint \
  --model-arn arn:aws:comprehend:eu-west-2:****************:document-classifier/UniversityContentClassifier