GVTextSummary

AI-Powered Multilingual Text Summarization and Translation Tool

  • Master Project by Rama Brahmam Botla

GVTextSummary is an AI-powered multilingual tool designed for efficient text processing, enabling text summarization, translation, and audio conversion. This project integrates cutting-edge Natural Language Processing (NLP) techniques with user-friendly design to address the challenges of handling textual data effectively.

Project Overview

GVTextSummary leverages state-of-the-art NLP models like Google Gemini for summarization and translation, and integrates the PlayHT API for text-to-speech functionality. The tool empowers users to process large volumes of text by generating concise summaries, accurate translations, and audio outputs, all within an accessible web interface.

Objectives

  1. Efficient Summarization: Generate concise summaries from text inputs, capturing key points for quick understanding.
  2. Multilingual Translation: Provide contextually accurate translations, making content accessible to diverse audiences.
  3. Audio Conversion: Convert summarized or translated text into natural-sounding audio for accessibility.
  4. User-Centric Design: Offer an intuitive interface for seamless interaction and efficient text processing.

Technical Stack

  • Frontend:
    • Framework: React.js for responsive and user-friendly design.
    • Styling: CSS and JavaScript for clean and intuitive layouts.
  • Backend:
    • Framework: FastAPI for efficient API handling and integration.
    • APIs: Google Gemini for NLP and PlayHT for text-to-speech conversion.
  • Deployment:
    • Hosting: Backend and frontend deployed on Render for scalability and global accessibility.
    • Cloud Services: Google Cloud for enhanced reliability and performance.

Features of GVTextSummary

  • Summarization: Extract key points from long texts for quick understanding.
  • Translation: Multilingual support for contextually accurate text translation.
  • Text-to-Speech: Convert processed text into high-quality audio formats.
  • Downloadable Outputs: Save summaries and translations as text or audio files.
  • Responsive Design: Accessible on various devices with a simple and intuitive interface.