---
title: Document_OCR_Demo
emoji: 📚
colorFrom: gray
colorTo: red
sdk: gradio
sdk_version: 5.23.1
app_file: app.py
pinned: false
---


# 💌 Handwritten Letter Translator

This project is a simple web application that allows users to upload images of handwritten Korean letters.  
It extracts the text using the Upstage Document OCR API and then translates it naturally into English using the Upstage Solar LLM.

📩 This demo was created using generative AI based on the handwritten letter image below.  
Original source: [Handwritten Korean letter](https://www.fnnews.com/news/202110091005245880)

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## ✨ Key Features

- Extracts text from handwritten letter images using the Upstage Document OCR API  
- Translates Korean text into English using the Upstage Solar LLM


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