AI-Text Summarizer

Extractive Summarization via Azure AI

This is a simple flask based web app used to summarize long-form content into precise, readable summaries. The project serves as a practical demonstration of integrating enterprise-grade cloud AI services into a lightweight web interface.

Technical Implementation

The core intelligence of the application is powered by Azure's Text Analytics API (Azure AI Language Service), providing high-accuracy extractive summarization.

• Backend Architecture: Orchestrated using Python & Flask, establishing a robust RESTful endpoint (/summarize) to handle incoming payload requests.
• Cloud Integration: Securely managed API integrations and credentialing through Azure Language endpoints.
• User Experience: Designed a clean, distraction-free interface focused strictly on usability, supplemented with comprehensive error handling to gracefully manage empty or invalid text inputs.

By offloading the heavy NLP (Natural Language Processing) operations to Azure, the application maintains a lightweight footprint while delivering precise summaries.