Enhance README.md with additional clarity and usage details for OCR scripts

README.md

@@ -5,11 +5,13 @@ tags: [uv-script, ocr, vision-language-model, document-processing]
 
 # OCR UV Scripts
 
+> Part of [uv-scripts](https://huggingface.co/uv-scripts) - ready-to-run ML tools powered by UV
+
 Ready-to-run OCR scripts that work with `uv run` - no setup required!
 
 ## 🚀 Quick Start with HuggingFace Jobs
 
-Run OCR on any dataset without a GPU:
+Run OCR on any dataset without needing your own GPU:
 
 ```bash
 hf jobs uv run --flavor l4x1 \
@@ -22,6 +24,7 @@ That's it! The script will:
 - ✅ Process all images in your dataset
 - ✅ Add OCR results as a new `markdown` column
 - ✅ Push the results to a new dataset
+- 📊 View results at: `https://huggingface.co/datasets/[your-output-dataset]`
 
 ## 📋 Available Scripts
 
@@ -93,6 +96,10 @@ uv run https://huggingface.co/datasets/uv-scripts/ocr/raw/main/nanonets-ocr.py \
     input-dataset output-dataset
 ```
 
+## 📁 Works With
+
+Any HuggingFace dataset containing images - documents, forms, receipts, books, handwriting.
+
 ## 🎛️ Configuration Options
 
 | Option                     | Default | Description                 |