feat: remove rag-toolkit and microservices (#1021) (#566)

Author: gooishin

docs/use-cases.md

@@ -8,81 +8,76 @@ Transform your Intel® hardware into powerful AI and edge computing solutions wi
 
 | **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-demo-studio/README.md) | AI microservices              | ⏱️ 20 min | Multi-modal AI, speech processing |
+| [**💬 Edge AI Demo Studio (Digital Avatar)**](../samples/ai/edge-ai-demo-studio/README.md) | AI microservices              | ⏱️ 20 min | Multi-modal AI, speech processing |
 
 ### 🟡 **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     |
-| [**📄 Visual & Textual Query-driven Document Reasoning Engine**](../usecases/ai/visual-textual-query-driven-document-reasoning-engine/README.md) | Document Search & Retrieval Engine | ⏱️ 30 min | Document embedding, VLM |
-| [**🎬 VLM Video Summarization and Interactive Chat**](../usecases/ai/vlm-video-summarization-and-interactive-chat/README.md) | AI video analysis with interactive chat | ⏱️ 30 min | VLM, vector embeddings, semantic search |
-| [**🤖 Manufacturing HMI with LLM & GenAI**](../usecases/ai/manufacturing-hmi-llm-genai/README.md) | Manufacturing Defect Detection Agent | ⏱️ 90 min | Robotics, Object Detection, LLM, RAG |
+| [**🚗 Smart Parking**](../samples/ai/smart-parking/README.md)             | IoT-powered parking management | ⏱️ 45 min | IoT integration, real-time analytics |
+| [**📹 Video Summarization**](../samples/ai/video_summarization/README.md) | AI-powered video insights      | ⏱️ 60 min | Multi-modal AI, content analysis     |
+| [**📄 Visual & Textual Query-driven Document Reasoning Engine**](../samples/ai/visual-textual-query-driven-document-reasoning-engine/README.md) | Document Search & Retrieval Engine | ⏱️ 30 min | Document embedding, VLM |
+| [**🎬 VLM Video Summarization and Interactive Chat**](../samples/ai/vlm-video-summarization-and-interactive-chat/README.md) | AI video analysis with interactive chat | ⏱️ 30 min | VLM, vector embeddings, semantic search |
+| [**🤖 Manufacturing HMI with LLM & GenAI**](../samples/ai/manufacturing-hmi-llm-genai/README.md) | Manufacturing Defect Detection Agent | ⏱️ 90 min | Robotics, Object Detection, LLM, RAG |
 | [**🏥 Patient Monitoring Hub POC**](../samples/patient-monitoring-hub/README.md) | Virtualized patient telemetry pipeline | ⏱️ 60 min | MQTT\*, InfluxDB\*, Proxmox\* networking |
 
 ### 🔴 **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 |
+| [**🏎️ Real-Time Computing (TCC)**](../samples/real-time/tcc_tutorial/README.md)              | Ultra-low latency applications | ⏱️ 60+ min  | Real-time systems, hardware timing     |
+| [**📷 GMSL Camera Integration**](../samples/camera/gmsl/README.md)                           | High-speed camera systems      | ⏱️ 90+ min  | Camera drivers, embedded systems       |
+| [**🔍 Intel® Distribution of OpenVINO™ Toolkit Advanced**](../samples/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 Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-demo-studio/README.md), [Video Summarization](../usecases/ai/video_summarization/README.md), [VLM Video Summarization and Interactive Chat](../usecases/ai/vlm-video-summarization-and-interactive-chat/README.md)
-- **Document Embedding:** [Visual & Textual Query-driven Document Reasoning Engine](../usecases/ai/visual-textual-query-driven-document-reasoning-engine/README.md)
-- **Manufacturing Agent:** [Manufacturing HMI with LLM & GenAI](../usecases/ai/manufacturing-hmi-llm-genai/README.md)
+- **Computer Vision:** [AI Video Analytics](../samples/ai/ai-video-analytics/README.md), [Smart Parking](../samples/ai/smart-parking/README.md)
+- **Multi-Modal:** [Edge AI Demo Studio (Digital Avatar)](../samples/ai/edge-ai-demo-studio/README.md), [Video Summarization](../samples/ai/video_summarization/README.md), [VLM Video Summarization and Interactive Chat](../samples/ai/vlm-video-summarization-and-interactive-chat/README.md)
+- **Document Embedding:** [Visual & Textual Query-driven Document Reasoning Engine](../samples/ai/visual-textual-query-driven-document-reasoning-engine/README.md)
+- **Manufacturing Agent:** [Manufacturing HMI with LLM & GenAI](../samples/ai/manufacturing-hmi-llm-genai/README.md)
 
 ### 📹 **Media & Content**
 
-- **Video Processing:** [Video Analytics](../usecases/ai/ai-video-analytics/README.md), [Video Summarization](../usecases/ai/video_summarization/README.md), [VLM Video Summarization and Interactive Chat](../usecases/ai/vlm-video-summarization-and-interactive-chat/README.md)
-- **Camera Systems:** [GMSL Cameras](../usecases/camera/gmsl/README.md), [MIPI Cameras](../usecases/camera/mipi/README.md)
-- **Interactive Media:** [Edge AI Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-demo-studio/README.md)
+- **Video Processing:** [Video Analytics](../samples/ai/ai-video-analytics/README.md), [Video Summarization](../samples/ai/video_summarization/README.md), [VLM Video Summarization and Interactive Chat](../samples/ai/vlm-video-summarization-and-interactive-chat/README.md)
+- **Interactive Media:** [Edge AI Demo Studio (Digital Avatar)](../samples/ai/edge-ai-demo-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)
+- **Knowledge Management:** [RAG Toolkit](../samples/ai/rag-toolkit/README.md)
+- **Smart Infrastructure:** [Smart Parking](../samples/ai/smart-parking/README.md)
 - **Healthcare Monitoring:** [Patient Monitoring Hub POC](../samples/patient-monitoring-hub/README.md)
-- **Real-Time Systems:** [TCC Tutorial](../usecases/real-time/tcc_tutorial/README.md)
+- **Real-Time Systems:** [TCC Tutorial](../samples/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)
+- **Intel® Distribution of OpenVINO™ Toolkit Development:** [Intel® Distribution of OpenVINO™ Toolkit](../samples/ai/openvino/README.md)
+- **Camera Development:** [GMSL](../samples/camera/gmsl/README.md), [MIPI](../samples/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 Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-demo-studio/README.md) - Multi-modal AI concepts
+1. Start with [OpenWebUI + Ollama](../samples/ai/openwebui-ollama/README.md) - Learn LLM deployment
+2. Try [AI Video Analytics](../samples/ai/ai-video-analytics/README.md) - Understand computer vision
+3. Explore [Edge AI Demo Studio (Digital Avatar)](../samples/ai/edge-ai-demo-studio/README.md) - Multi-modal AI concepts
 
 ### **👨‍💼 For Professionals**
 
-1. Deploy [RAG Toolkit](../usecases/ai/rag-toolkit/README.md) - Enterprise AI patterns
-2. Explore [Visual & Textual Query-driven Document Reasoning Engine](../usecases/ai/visual-textual-query-driven-document-reasoning-engine/README.md) - Document embedding models & VLMs
-3. Try [VLM Video Summarization and Interactive Chat](../usecases/ai/vlm-video-summarization-and-interactive-chat/README.md) - Advanced video analysis with VLM
-4. Implement [Smart Parking](../usecases/ai/smart-parking/README.md) - IoT + AI integration
-5. Master [Real-Time Computing](../usecases/real-time/tcc_tutorial/README.md) - Performance optimization
-6. Explore [Manufacturing HMI with LLM & GenAI](../usecases/ai/manufacturing-hmi-llm-genai/README.md) - Agentic AI
+1. Deploy [RAG Toolkit](../samples/ai/rag-toolkit/README.md) - Enterprise AI patterns
+2. Explore [Visual & Textual Query-driven Document Reasoning Engine](../samples/ai/visual-textual-query-driven-document-reasoning-engine/README.md) - Document embedding models & VLMs
+3. Try [VLM Video Summarization and Interactive Chat](../samples/ai/vlm-video-summarization-and-interactive-chat/README.md) - Advanced video analysis with VLM
+4. Implement [Smart Parking](../samples/ai/smart-parking/README.md) - IoT + AI integration
+5. Master [Real-Time Computing](../samples/real-time/tcc_tutorial/README.md) - Performance optimization
+6. Explore [Manufacturing HMI with LLM & GenAI](../samples/ai/manufacturing-hmi-llm-genai/README.md) - Agentic AI
 7. Explore [Patient Monitoring Hub POC](../samples/patient-monitoring-hub/README.md) - Virtualized healthcare telemetry pipeline
 
 ### **🔬 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
+1. Optimize with [OpenVINO](../samples/ai/openvino/README.md) - Custom model deployment
+2. Integrate [GMSL Cameras](../samples/camera/gmsl/README.md) - Advanced imaging
+3. Develop [Video Summarization](../samples/ai/video_summarization/README.md) - Multi-modal research
 
 ## 📋 Prerequisites
 
@@ -120,18 +115,18 @@ Transform your Intel® hardware into powerful AI and edge computing solutions wi
 
 ## 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 Demo Studio (Digital Avatar)](../usecases/ai/edge-ai-demo-studio/README.md)
+1. [Intel® Distribution of OpenVINO™ Toolkit](../samples/ai/openvino/README.md)
+2. [Open WebUI with Ollama](../samples/ai/openwebui-ollama/README.md)
+3. [LLM RAG Toolkit](../samples/ai/rag-toolkit/README.md)
+4. [AI Video Analytics](../samples/ai/ai-video-analytics/README.md)
+5. [Edge AI Demo Studio (Digital Avatar)](../samples/ai/edge-ai-demo-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)
-8. [Video Summarization & Visual RAG](../usecases/ai/video_summarization/README.md)
-9. [GMSL Camera Enablement](../usecases/camera/gmsl/README.md)
-10. [MIPI Camera Enablement](../usecases/camera/mipi/README.md)
-11. [Visual & Textual Query-driven Document Reasoning Engine](../usecases/ai/visual-textual-query-driven-document-reasoning-engine/README.md)
-12. [LLM Database Query using Intel AI Assistant Builder](../usecases/ai/llm_dbquery/README.md)
-13. [Manufacturing HMI with LLM & GenAI](../usecases/ai/manufacturing-hmi-llm-genai/README.md)
+6. [Time Coordinated Computing (TCC)](../samples/real-time/tcc_tutorial/README.md)
+7. [Smart Parking](../samples/ai/smart-parking/README.md)
+8. [Video Summarization & Visual RAG](../samples/ai/video_summarization/README.md)
+9. [GMSL Camera Enablement](../samples/camera/gmsl/README.md)
+10. [MIPI Camera Enablement](../samples/camera/mipi/README.md)
+11. [Visual & Textual Query-driven Document Reasoning Engine](../samples/ai/visual-textual-query-driven-document-reasoning-engine/README.md)
+12. [LLM Database Query using Intel AI Assistant Builder](../samples/ai/llm_dbquery/README.md)
+13. [Manufacturing HMI with LLM & GenAI](../samples/ai/manufacturing-hmi-llm-genai/README.md)
 14. [Patient Monitoring Hub POC](../samples/patient-monitoring-hub/README.md)

samples/SAMPLES_README.md

@@ -22,9 +22,7 @@ Refer to below samples to kickstart you own demo or application.
   - [Edge AI Demo Studio](./ai/edge-ai-demo-studio/README.md)
   - [LLM DB Query](./ai/llm_dbquery/README.md)
   - [Manufacturing HMI LLM GenAI](./ai/manufacturing-hmi-llm-genai/README.md)
-  - [Microservices](./ai/microservices/README.MD)
   - [OpenVINO](./ai/openvino/README.md)
-  - [RAG Toolkit](./ai/rag-toolkit/README.md)
   - [Smart Parking](./ai/smart-parking/README.md)
   - [Video Summarization](./ai/video_summarization/README.md)
   - [Visual Textual Query Document Reasoning Engine](./ai/visual-textual-query-driven-document-reasoning-engine/README.md)