Update README.md (#1)

- Update README.md (e93517d4666d0fa628fb90eb566ed3d9eefab604)


Co-authored-by: Minju Jwa <[email protected]>

README.md

@@ -7,4 +7,303 @@ sdk: gradio
 sdk_version: 5.33.1
 app_file: app.py
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+tags:
+  - agent-demo-track
+  - Agents-MCP-Hackathon
+---
+
+
+<div align="center">
+
+# 🌐 [i18n-agent] Hugging Face i18n made easy
+
+*AI-powered translation agent for Hugging Face Transformers documentation internationalization*
+
+[![Hugging Face Spaces](https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-blue)](https://huggingface.co/spaces/Agents-MCP-Hackathon/hf-transformers-docs-i18n-agent)
+[![agent-demo-track](https://img.shields.io/badge/🤖-agent--demo--track-ff6b6b)](https://github.com/topics/agent-demo-track)
+
+![KREW x Hugging Face Logo](images/title.png)
+
+**Streamline Hugging Face Transformers documentation translation with Claude AI**   
+• **Auto-generate GitHub PRs** • **Multi-language support**
+
+> 🎯 **Created to address [Hugging Face Transformers Issue #20179](https://github.com/huggingface/transformers/issues/20179)** - Making documentation translation more accessible and automated for the global community.
+
+[🚀 Try Live Demo](https://huggingface.co/spaces/Agents-MCP-Hackathon/hf-transformers-docs-i18n-agent) • [📹 Watch Demo](#-demo-video) • [📖 Documentation](#-quick-start)
+
+</div>
+
+---
+
+## ✨ What is this?
+
+Transform the way you contribute to Hugging Face Transformers' global community! This AI agent automatically:
+
+- 🔍 **Discovers** missing translations in [Transformers documentation](https://huggingface.co/docs/transformers/en/index)
+- 🤖 **Translates** using Claude Sonnet 4 with technical precision  
+- 📝 **Creates** GitHub pull requests ready for review on [huggingface/transformers](https://github.com/huggingface/transformers)
+- 💬 **Guides** you through the entire process
+
+> **Perfect for**: Contributors addressing [Issue #20179](https://github.com/huggingface/transformers/issues/20179), documentation maintainers, and international communities wanting to make transformer models accessible worldwide.
+
+## 🎯 Addressing the Community Need
+
+This project was specifically created to solve [Hugging Face Transformers Issue #20179](https://github.com/huggingface/transformers/issues/20179), which highlights the need for better internationalization tooling. Our agent tackles the core challenges mentioned in the issue:
+
+- **🚧 Translation Bottlenecks**: Automates the manual translation process
+- **📊 Consistency Issues**: Maintains uniform translation quality within each languages  
+- **⚡ Scalability Problems**: Handles batch translations efficiently
+- **🤝 Contributor Barriers**: Simplifies the PR creation workflow for translators
+
+## 🎥 Demo Video
+
+[![Hugging Face i18n Agent Demo](https://img.youtube.com/vi/YOUR_VIDEO_ID/maxresdefault.jpg)](https://www.youtube.com/watch?v=YOUR_VIDEO_ID)
+
+*Watch the complete walkthrough: from setup to PR creation in under 5 minutes*
+
+## 🚀 Quick Start
+
+![KREW x Hugging Face Logo](images/demo.png)
+
+### Option 1: One-Click Demo (Recommended)
+[![Open in Spaces](https://huggingface.co/datasets/huggingface/badges/raw/main/open-in-hf-spaces-md-dark.svg)](https://huggingface.co/spaces/YOUR_USERNAME/i18n-agent)
+
+✅ **No setup required!** Just click and start translating.  
+✅ **Pre-requisites!** Need `Anthropic API key` and `Github token`.
+
+### Option 2: Run Locally
+
+<details>
+<summary>🛠️ Local Installation Guide</summary>
+
+```bash
+# Clone the repo
+git clone https://github.com/Hugging-Face-KREW/i18n-agent.git
+cd i18n-agent
+
+# Install dependencies  
+pip install -r requirements.txt
+
+# Set up your keys
+cp .env.example .env
+# Add your Anthropic API key and GitHub token
+
+# Launch the app
+python app.py
+```
+
+</details>
+
+## 🎯 How It Works
+
+This agent specifically targets the [Hugging Face Transformers documentation](https://huggingface.co/docs/transformers/en/index) and submits PRs addressing [Issue #20179](https://github.com/huggingface/transformers/issues/20179) in the [huggingface/transformers](https://github.com/huggingface/transformers) repository.
+
+```mermaid
+graph LR
+    A[🔍 Find Files] --> B[🤖 Translate] --> C[📝 Create PR]
+    
+    A --> A1[Scan transformers docs]
+    A --> A2[Identify translation gaps]
+    
+    B --> B1[Claude AI translation]
+    B --> B2[Preserve formatting]
+    
+    C --> C1[Auto-branch creation]
+    C --> C2[Submit to huggingface/transformers]
+```
+
+### Step 1: 🔍 Discover Translation Targets
+- Select your target language (Korean, and more languages will be supported)
+- Set how many files to process
+- Let AI identify the most impactful Transformers docs translations
+
+### Step 2: 🤖 Smart Translation
+- Enter your Anthropic API key
+- Claude Sonnet 4 translates with context awareness
+- Technical terms and code blocks preserved automatically
+
+### Step 3: 📝 Automated PR Creation  
+- Configure GitHub credentials
+- System creates properly formatted pull requests for [huggingface/transformers](https://github.com/huggingface/transformers)
+- Optional: Use reference PRs for consistency
+
+## 🌍 Supported Languages
+
+<div align="center">
+
+| Language | Code | Status |
+|----------|------|--------|
+| 🇰🇷 Korean | `ko` | ✅ Fully Supported |
+
+*And more languages coming soon...*
+
+</div>
+
+## 🏗️ Architecture
+
+<div align="center">
+    <a href="images/workflow.png" target="_blank">
+        <img src="images/workflow.png" alt="KREW x Hugging Face Logo" width="400">
+    </a>
+</div>
+
+<details>
+
+<summary>📊 System Design Overview</summary>
+
+**Frontend Layer**
+- Gradio web interface with modern styling
+- Real-time chat & quick controls with AI agent
+- Progress tracking missing 
+
+**AI Processing Layer**  
+- File discovery with intelligent prioritization for Transformers docs
+- Claude Sonnet 4 for context-aware translation
+- LangChain integration for PR research
+
+**Integration Layer**
+- GitHub API for automated PR creation to [huggingface/transformers](https://github.com/huggingface/transformers)
+- Branch management and commit structuring
+- Template matching from reference PRs
+
+</details>
+
+## ⚙️ Configuration
+
+### For Spaces Deployment
+Prepare these secrets:
+
+```bash
+ANTHROPIC_API_KEY=your_claude_api_key
+GITHUB_TOKEN=your_github_token  
+```
+
+### For Local Development
+Create `.env` file:
+
+```bash
+ANTHROPIC_API_KEY=<your api key>
+
+# GitHub PR Agent Configuration
+GITHUB_TOKEN=<your github token>
+GITHUB_OWNER=<your github username>
+GITHUB_REPO=<your repository name>
+REFERENCE_PR_URL=<reference pr url for style analysis>
+```
+
+## 🤝 Contributing
+
+<div align="center">
+
+**Love this project? Here's how you can help:**
+
+[![Fork](https://img.shields.io/github/forks/username/repo?style=social)](https://github.com/Hugging-Face-KREW/i18n-agent.git)
+[![Star](https://img.shields.io/github/stars/username/repo?style=social)](https://github.com/Hugging-Face-KREW/i18n-agent.git)
+[![Issues](https://img.shields.io/github/issues/username/repo)](https://github.com/Hugging-Face-KREW/i18n-agent.git)
+
+</div>
+
+### 👥 Contributors
+
+🤗 [email protected] / @harheem  
+🤗 [email protected] / @Jwaminju
+
+## 💡 Use Cases
+
+> **🌟 Real-world scenarios where this agent shines:**
+
+- **📚 Documentation Teams**: Batch translate Transformers documentation updates
+- **🌍 Community Contributors**: Help make Transformers accessible in your language  
+- **🏢 Organizations**: Streamline i18n workflows for Transformers library
+- **👨‍💻 Developers**: Contribute Transformers translations without manual GitHub workflow
+- **🎯 Issue #20179 Contributors**: Directly address the internationalization challenges raised by the community
+
+## 🛠️ Tech Stack
+
+<div align="center">
+
+![Python](https://img.shields.io/badge/python-3670A0?style=for-the-badge&logo=python&logoColor=ffdd54)
+![Gradio](https://img.shields.io/badge/gradio-FF6B35?style=for-the-badge&logo=gradio&logoColor=white)
+![Anthropic](https://img.shields.io/badge/Claude-191919?style=for-the-badge&logo=anthropic&logoColor=white)
+![GitHub](https://img.shields.io/badge/github-%23121011.svg?style=for-the-badge&logo=github&logoColor=white)
+![LangChain](https://img.shields.io/badge/LangChain-121212?style=for-the-badge&logo=chainlink&logoColor=white)
+
+</div>
+
+## ❓ FAQ
+
+<details>
+<summary><strong>Q: How does this relate to Issue #20179?</strong></summary>
+<br>
+This agent directly addresses the pain points raised in <a href="https://github.com/huggingface/transformers/issues/20179">Issue #20179</a> by automating the translation workflow, reducing manual overhead, and making it easier for contributors to submit high-quality translations.
+</details>
+
+<details>
+<summary><strong>Q: How accurate are the translations?</strong></summary>
+<br>
+The agent uses Claude Sonnet 4, which provides high-quality translations with technical context awareness. It preserves code blocks, maintains formatting, and follows established translation patterns.
+</details>
+
+<details>
+<summary><strong>Q: What permissions do I need for GitHub integration?</strong></summary>
+<br>
+Your GitHub token needs repository read/write permissions and the ability to create branches and pull requests on the target repository.
+</details>
+
+<details>
+<summary><strong>Q: Can I customize the translation style?</strong></summary>
+<br>
+Yes! You can provide reference PR URLs to match existing translation patterns and maintain consistency with community standards.
+</details>
+
+## 🐛 Troubleshooting
+
+### Common Issues
+
+<details>
+<summary><strong>API Key Issues</strong></summary>
+
+- Ensure your Anthropic API key is valid and has sufficient credits  
+- Check that your GitHub token has the necessary repository permissions  
+
+</details>
+
+<details>
+<summary><strong>Translation Quality</strong></summary>
+
+- The system uses Claude Sonnet 4 for high-quality translations  
+- Formatting and markdown structure is maintained  
+- Please restart the translation again if you met format issue
+
+</details>
+
+<details>
+<summary><strong>GitHub PR Creation</strong></summary>
+
+- Verify repository permissions and branch protection rules  
+- Check that the reference PR URL is accessible and valid  
+
+</details>
+
+
+## 🙏 Acknowledgments
+
+Special thanks to the amazing communities that make this possible:
+
+- **🤗 Hugging Face** - For building the Transformers library and comprehensive documentation
+- **🎭 Anthropic** - For Claude's incredible language capabilities  
+- **👥 Hugging Face KREW Community** - For championing Korean AI translation
+- **🎨 Gradio** - For making beautiful AI interfaces simple
+- **🌍 Community Contributors** - For raising awareness through [Issue #20179](https://github.com/huggingface/transformers/issues/20179)
+
+---
+
+<div align="center">
+
+**Made with ❤️ for global accessibility of Hugging Face Transformers documentation.**
+
+**🎯 Solving [Issue #20179](https://github.com/huggingface/transformers/issues/20179) one translation at a time.**
+
+[⭐ Star this repo](https://github.com/Hugging-Face-KREW/i18n-agent.git) • [🐛 Report Bug](https://github.com/Hugging-Face-KREW/i18n-agent.git) • [💡 Request Feature](https://github.com/Hugging-Face-KREW/i18n-agent.git)
+
+</div>