Create summaries of a large corpus of documents using Generative AI.

This solution showcases how to summarize a large corpus of documents using Generative AI. It provides an end-to-end demonstration of document summarization going all the way from raw documents, detecting text in the documents and summarizing the documents on-demand using Vertex AI LLM APIs, Document AI Optical Character Recognition (OCR), and BigQuery.

To deploy this blueprint you must have an active billing account and billing permissions.

• User uploads a new document triggering the webhook Cloud Function.
• Document AI extracts the text from the document file.
• A Vertex AI Large Language Model summarizes the document text.
• The document summaries are stored in BigQuery.

• Generative AI Document Summary

Configuration: 1 mins Deployment: 5 mins

Cost Details

These sections describe requirements for using this module.

The following dependencies must be available:

• Terraform v0.13
• Terraform Provider for GCP plugin v3.0

A service account with the following roles must be used to provision the resources of this module:

• Storage Admin: roles/storage.admin

A project with the following APIs enabled must be used to host the resources of this module:

• Google Cloud Storage JSON API: storage-api.googleapis.com

Refer to the contribution guidelines for information on contributing to this module.

Please see our security disclosure process.