Update README.md

README.md

@@ -11,4 +11,41 @@ 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