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A newer version of the Gradio SDK is available: 5.27.1

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metadata
title: Granite Document Summarization
emoji: 📚
colorFrom: blue
colorTo: gray
sdk: gradio
sdk_version: 5.25.2
app_file: app.py
pinned: false
license: apache-2.0
short_description: Summarize documents with Granite models.

Granite Document Summarization

A streamlined document summarization application powered by IBM's Granite 3.3 Large Language Model.

Features

  • Upload and process documents in multiple formats (PDF, DOCX, PPTX, HTML)
  • Customize summaries by specifying the number of sentences (1-10) or paragraphs (1-3)
  • GPU-optimized for fast processing
  • Memory-efficient chunking and processing

How It Works

  1. Document Conversion: Uploaded documents are converted to markdown using Docling
  2. Text Chunking: The text is split into manageable chunks with semantic boundaries preserved
  3. Embedding Creation: Text chunks are converted to embeddings using Nomic Embed
  4. Summary Generation: IBM Granite 3.3 generates concise summaries based on your specifications

Requirements

  • Python 3.9+
  • GPU environment for optimal performance
  • Dependencies listed in requirements.txt

Usage

  1. Upload a document (PDF, DOCX, PPTX, HTML)
  2. Choose between sentence-based or paragraph-based summarization
  3. Adjust the length using the slider or radio buttons
  4. Click "Summarize" to generate your summary

License

Apache 2.0

Check out the configuration reference at https://huggingface.co./docs/hub/spaces-config-reference