Generative AI Document Summarization is a solution that utilizes Vertex AI's large language models to process and summarize documents on demand. It triggers a pipeline when new PDF documents are added to a Cloud Storage bucket, extracting text and creating summaries for display and search.

Key Features

• Document Upload Trigger: The pipeline starts when a new PDF is added to Cloud Storage.
• Text Extraction: Uses Document AI to extract all text from documents.
• AI Summarization: Vertex AI generates summaries from extracted text.
• Data Storage: Summaries are saved in BigQuery for easy access.
• Event Management: Eventarc routes events between services.

Benefits

• Efficient Summarization: Automates the document summarization process using AI.
• Scalability: Leverages cloud infrastructure for large-scale data processing.
• Integration: Seamlessly integrates with various Google Cloud services.