refactor: update Edge AI Studio to Edge AI Demo Studio (#822)

Author: gooishin

docs/use-cases.md

@@ -4,104 +4,116 @@ Transform your Intel® hardware into powerful AI and edge computing solutions wi
 
 ## 🎯 Choose by Experience Level
 
-### 🟢 **Beginner-Friendly** *(New to AI/Edge Computing)*
+### 🟢 **Beginner-Friendly** _(New to AI/Edge Computing)_
 
-| **Use Case** | **What You'll Build** | **Time** | **Learn** |
-|-------------|----------------------|----------|-----------|
-| [**🤖 Chat with Local LLMs**](../usecases/ai/openwebui-ollama/README.md) | Private ChatGPT* alternative | ⏱️ 10 min | LLM deployment, web interfaces |
-| [**🎥 AI Video Analytics**](../usecases/ai/ai-video-analytics/README.md) | Smart video content analysis | ⏱️ 15 min | Computer vision, semantic search |
-| [**💬 Edge AI Studio (Digital Avatar)**](../usecases/ai/edge-ai-studio/README.md) | AI microservices | ⏱️ 20 min | Multi-modal AI, speech processing |
+| **Use Case**                                                                           | **What You'll Build**         | **Time**  | **Learn**                         |
+| -------------------------------------------------------------------------------------- | ----------------------------- | --------- | --------------------------------- |
+| [**🤖 Chat with Local LLMs**](../usecases/ai/openwebui-ollama/README.md)               | Private ChatGPT\* alternative | ⏱️ 10 min | LLM deployment, web interfaces    |
+| [**🎥 AI Video Analytics**](../usecases/ai/ai-video-analytics/README.md)               | Smart video content analysis  | ⏱️ 15 min | Computer vision, semantic search  |
+| [**💬 Edge AI Demo Studio (Digital Avatar)**](../usecases/ai/edge-ai-studio/README.md) | AI microservices              | ⏱️ 20 min | Multi-modal AI, speech processing |
 
-### 🟡 **Intermediate** *(Some AI/Development Experience)*
+### 🟡 **Intermediate** _(Some AI/Development Experience)_
 
-| **Use Case** | **What You'll Build** | **Time** | **Learn** |
-|-------------|----------------------|----------|-----------|
-| [**📚 RAG Knowledge Base**](../usecases/ai/rag-toolkit/README.md) | Enterprise AI knowledge system | ⏱️ 30 min | RAG patterns, vector databases |
-| [**🚗 Smart Parking**](../usecases/ai/smart-parking/README.md) | IoT-powered parking management | ⏱️ 45 min | IoT integration, real-time analytics |
-| [**📹 Video Summarization**](../usecases/ai/video_summarization/README.md) | AI-powered video insights | ⏱️ 60 min | Multi-modal AI, content analysis |
+| **Use Case**                                                               | **What You'll Build**          | **Time**  | **Learn**                            |
+| -------------------------------------------------------------------------- | ------------------------------ | --------- | ------------------------------------ |
+| [**📚 RAG Knowledge Base**](../usecases/ai/rag-toolkit/README.md)          | Enterprise AI knowledge system | ⏱️ 30 min | RAG patterns, vector databases       |
+| [**🚗 Smart Parking**](../usecases/ai/smart-parking/README.md)             | IoT-powered parking management | ⏱️ 45 min | IoT integration, real-time analytics |
+| [**📹 Video Summarization**](../usecases/ai/video_summarization/README.md) | AI-powered video insights      | ⏱️ 60 min | Multi-modal AI, content analysis     |
 
-### 🔴 **Advanced** *(Experienced Developers)*
+### 🔴 **Advanced** _(Experienced Developers)_
 
-| **Use Case** | **What You'll Build** | **Time** | **Learn** |
-|-------------|----------------------|----------|-----------|
-| [**🏎️ Real-Time Computing (TCC)**](../usecases/real-time/tcc_tutorial/README.md) | Ultra-low latency applications | ⏱️ 60+ min | Real-time systems, hardware timing |
-| [**📷 GMSL Camera Integration**](../usecases/camera/gmsl/README.md) | High-speed camera systems | ⏱️ 90+ min | Camera drivers, embedded systems |
-| [**🔍 Intel® Distribution of OpenVINO™ Toolkit Advanced**](../usecases/ai/openvino/README.md) | Custom AI model deployment | ⏱️ 120+ min | Model optimization, performance tuning |
+| **Use Case**                                                                                  | **What You'll Build**          | **Time**    | **Learn**                              |
+| --------------------------------------------------------------------------------------------- | ------------------------------ | ----------- | -------------------------------------- |
+| [**🏎️ Real-Time Computing (TCC)**](../usecases/real-time/tcc_tutorial/README.md)              | Ultra-low latency applications | ⏱️ 60+ min  | Real-time systems, hardware timing     |
+| [**📷 GMSL Camera Integration**](../usecases/camera/gmsl/README.md)                           | High-speed camera systems      | ⏱️ 90+ min  | Camera drivers, embedded systems       |
+| [**🔍 Intel® Distribution of OpenVINO™ Toolkit Advanced**](../usecases/ai/openvino/README.md) | Custom AI model deployment     | ⏱️ 120+ min | Model optimization, performance tuning |
 
 ## 🎯 Choose by Application Area
 
 ### 🤖 **Artificial Intelligence**
+
 - **Language Models:** [OpenWebUI + Ollama](../usecases/ai/openwebui-ollama/README.md), [RAG Toolkit](../usecases/ai/rag-toolkit/README.md)
 - **Computer Vision:** [AI Video Analytics](../usecases/ai/ai-video-analytics/README.md), [Smart Parking](../usecases/ai/smart-parking/README.md)
-- **Multi-Modal:** [Edge AI Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md), [Video Summarization](../usecases/ai/video_summarization/README.md)
+- **Multi-Modal:** [Edge AI Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md), [Video Summarization](../usecases/ai/video_summarization/README.md)
 
 ### 📹 **Media & Content**
+
 - **Video Processing:** [Video Analytics](../usecases/ai/ai-video-analytics/README.md), [Video Summarization](../usecases/ai/video_summarization/README.md)
 - **Camera Systems:** [GMSL Cameras](../usecases/camera/gmsl/README.md), [MIPI Cameras](../usecases/camera/mipi/README.md)
-- **Interactive Media:** [Edge AI Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md)
+- **Interactive Media:** [Edge AI Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md)
 
 ### 🏢 **Enterprise & IoT**
+
 - **Knowledge Management:** [RAG Toolkit](../usecases/ai/rag-toolkit/README.md)
 - **Smart Infrastructure:** [Smart Parking](../usecases/ai/smart-parking/README.md)
 - **Real-Time Systems:** [TCC Tutorial](../usecases/real-time/tcc_tutorial/README.md)
 
 ### 🔧 **Platform & Framework**
+
 - **Intel® Distribution of OpenVINO™ Toolkit Development:** [Intel® Distribution of OpenVINO™ Toolkit](../usecases/ai/openvino/README.md)
 - **Camera Development:** [GMSL](../usecases/camera/gmsl/README.md), [MIPI](../usecases/camera/mipi/README.md)
 
 ## 🚀 Quick Start Recommendations
 
 ### **👨‍🎓 For Students**
+
 1. Start with [OpenWebUI + Ollama](../usecases/ai/openwebui-ollama/README.md) - Learn LLM deployment
 2. Try [AI Video Analytics](../usecases/ai/ai-video-analytics/README.md) - Understand computer vision
-3. Explore [Edge AI Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md) - Multi-modal AI concepts
+3. Explore [Edge AI Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md) - Multi-modal AI concepts
 
 ### **👨‍💼 For Professionals**
+
 1. Deploy [RAG Toolkit](../usecases/ai/rag-toolkit/README.md) - Enterprise AI patterns
 2. Implement [Smart Parking](../usecases/ai/smart-parking/README.md) - IoT + AI integration
 3. Master [Real-Time Computing](../usecases/real-time/tcc_tutorial/README.md) - Performance optimization
 
 ### **🔬 For Researchers**
+
 1. Optimize with [OpenVINO](../usecases/ai/openvino/README.md) - Custom model deployment
 2. Integrate [GMSL Cameras](../usecases/camera/gmsl/README.md) - Advanced imaging
 3. Develop [Video Summarization](../usecases/ai/video_summarization/README.md) - Multi-modal research
 
 ## 📋 Prerequisites
 
 ### **System Requirements**
+
 - ✅ Completed [platform setup](../README.md#-5-minute-quick-start)
 - ✅ Docker installed and running
 - ✅ Sufficient disk space (varies by use case)
 
 ### **Hardware Recommendations**
-| **Use Case Category** | **Minimum Hardware** | **Recommended** |
-|----------------------|---------------------|-----------------|
-| **LLM/Chat Applications** | 8GB GPU memory | 12GB+ GPU memory |
-| **Computer Vision** | Integrated graphics | Dedicated GPU + NPU |
-| **Real-Time Systems** | Intel® Core™ Ultra processor | Latest generation CPU |
-| **Camera Integration** | Platform-specific | Validated hardware only |
+
+| **Use Case Category**     | **Minimum Hardware**         | **Recommended**         |
+| ------------------------- | ---------------------------- | ----------------------- |
+| **LLM/Chat Applications** | 8GB GPU memory               | 12GB+ GPU memory        |
+| **Computer Vision**       | Integrated graphics          | Dedicated GPU + NPU     |
+| **Real-Time Systems**     | Intel® Core™ Ultra processor | Latest generation CPU   |
+| **Camera Integration**    | Platform-specific            | Validated hardware only |
 
 ## 🆘 Getting Help
 
 ### **Before You Start**
+
 - ⚡ Complete the [platform installation](../README.md#-5-minute-quick-start)
 - 🔧 Ensure your [hardware is supported](../README.md#-validated-hardware--configurations)
 
 ### **During Development**
+
 - Check [Troubleshooting Guide](troubleshooting.md) for common issues
-- Ask questions in [GitHub* Discussions](https://github.com/intel/edge-developer-kit-reference-scripts/discussions)
-- Report bugs via [GitHub* Issues](https://github.com/intel/edge-developer-kit-reference-scripts/issues)
+- Ask questions in [GitHub\* Discussions](https://github.com/intel/edge-developer-kit-reference-scripts/discussions)
+- Report bugs via [GitHub\* Issues](https://github.com/intel/edge-developer-kit-reference-scripts/issues)
 
 ---
 
 **Ready to start building?** Pick a use case above and follow its README for step-by-step instructions!
+
 ## Use Cases
 
 1. [Intel® Distribution of OpenVINO™ Toolkit](../usecases/ai/openvino/README.md)
 2. [Open WebUI with Ollama](../usecases/ai/openwebui-ollama/README.md)
 3. [LLM RAG Toolkit](../usecases/ai/rag-toolkit/README.md)
 4. [AI Video Analytics](../usecases/ai/ai-video-analytics/README.md)
-5. [Edge AI Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md)
+5. [Edge AI Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-studio/README.md)
    - A tool that simplifies deploying and managing AI microservices like TTS and STT in the edge.
 6. [Time Coordinated Computing (TCC)](../usecases/real-time/tcc_tutorial/README.md)
 7. [Smart Parking](../usecases/ai/smart-parking/README.md)

usecases/ai/edge-ai-studio/.gitignore …ecases/ai/edge-ai-demo-studio/.gitignoreusecases/ai/edge-ai-studio/.gitignore renamed to usecases/ai/edge-ai-demo-studio/.gitignore usecases/ai/edge-ai-studio/.gitignore renamed to usecases/ai/edge-ai-demo-studio/.gitignore

@@ -1,9 +1,9 @@
 
 
 
-# Edge AI Studio
+# Edge AI Demo Studio
 
-Edge AI Studio is a modern toolkit for deploying, managing, and serving AI models on edge platforms. It features a web-based UI for device, workload, and user management, and is optimized for Intel hardware and edge environments.
+Edge AI Demo Studio is a modern toolkit for deploying, managing, and serving AI models on edge platforms. It features a web-based UI for device, workload, and user management, and is optimized for Intel hardware and edge environments.
 
 
 ## Features

usecases/ai/edge-ai-studio/README.md usecases/ai/edge-ai-demo-studio/README.mdusecases/ai/edge-ai-studio/README.md renamed to usecases/ai/edge-ai-demo-studio/README.md

@@ -1,6 +1,6 @@
-# Edge AI Studio - Deployment
+# Edge AI Demo Studio - Deployment
 
-This directory contains the Deployment instructions for Edge AI Studio.
+This directory contains the Deployment instructions for Edge AI Demo Studio.
 
 ## Deployment
 

…ses/ai/edge-ai-studio/docs/DEPLOYMENT.md …i/edge-ai-demo-studio/docs/DEPLOYMENT.mdusecases/ai/edge-ai-studio/docs/DEPLOYMENT.md renamed to usecases/ai/edge-ai-demo-studio/docs/DEPLOYMENT.md usecases/ai/edge-ai-studio/docs/DEPLOYMENT.md renamed to usecases/ai/edge-ai-demo-studio/docs/DEPLOYMENT.md

@@ -0,0 +1,41 @@
+# Development Guide
+
+## Setting Up
+
+To set up the development environment, run the `setup.sh` script:
+
+```bash
+./setup.sh
+```
+
+This script will install all necessary dependencies and configure the environment for development.
+
+## Electron Development
+
+To test the Electron app deployment, follow these steps:
+
+For Linux/macOS:
+
+```bash
+export ELECTRON_GET_USE_PROXY=http://proxy:port
+```
+
+For Windows (PowerShell):
+
+```powershell
+$env:ELECTRON_GET_USE_PROXY="http://proxy:port"
+```
+
+1. Install the required npm dependencies:
+
+   ```bash
+   npm install
+   ```
+
+2. Start the Electron app in development mode:
+
+   ```bash
+   npm run start
+   ```
+
+This will launch the Electron application for testing purposes.

usecases/ai/edge-ai-demo-studio/docs/DEVELOPMENT.md

@@ -1,6 +1,6 @@
-# Edge AI Studio - Electron Builder Version
+# Edge AI Demo Studio - Electron Builder Version
 
-This directory contains the Electron Builder implementation of Edge AI Studio, running in parallel with the Electron Forge version for comparison and testing.
+This directory contains the Electron Builder implementation of Edge AI Demo Studio, running in parallel with the Electron Forge version for comparison and testing.
 
 ## Differences from Electron Forge
 
@@ -81,7 +81,7 @@ Output is in `../out/`.
 The build configuration is in `package.json` under the `build` key. Key settings:
 
 - **appId**: `com.intel.edge-ai-studio`
-- **productName**: `EdgeAIStudio`
+- **productName**: `EdgeAIDemoStudio`
 - **extraResources**: Copies `frontend`, `workers`, and `scripts` from `../build/`
 - **electronFuses**: Same security settings as Forge version
 - **Linux targets**: ZIP and DEB