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### New: Azure OpenAI Sora Video Generation Demo
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-**New Lesson 3 Sample: Azure Sora Video Generation**
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- Lesson 3 now features a hands-on demo showing how to generate videos from text prompts using the new [Sora video generation model](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation) in Azure OpenAI.
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- The sample demonstrates how to:
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- Submit a video generation job with a creative prompt.
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- Poll for job status and download the resulting video file automatically.
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- Save the generated video to your desktop for easy viewing.
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- See the official docs: [Azure OpenAI Sora video generation](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation)
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- Find the sample in [Lesson 3: Core Generative AI Techniques /src/VideoGeneration-AzureSora-01/Program.cs](../03-CoreGenerativeAITechniques/src/VideoGeneration-AzureSora-01/Program.cs)
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### New eShopLite Scenario: Concurrent Agent Orchestration (June 2025)
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-**New: Foundry Local demos!**
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- Lesson 3 now features hands-on demos for [Foundry Local models](https://github.com/microsoft/Foundry-Local/tree/main).
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- See the official docs: [Foundry Local documentation](https://learn.microsoft.com/azure/ai-foundry/foundry-local/)
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-**Full explanation and code samples are available in [03-CoreGenerativeAITechniques/06-LocalModelRunners.md](./03-CoreGenerativeAITechniques/06-LocalModelRunners.md)**
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-**New: Azure OpenAI Sora Video Generation Demo!**
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- Lesson 3 now features a hands-on demo showing how to generate videos from text prompts using the new [Sora video generation model](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation) in Azure OpenAI.
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- The sample demonstrates how to:
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- Submit a video generation job with a creative prompt.
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- Poll for job status and download the resulting video file automatically.
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- Save the generated video to your desktop for easy viewing.
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- See the official docs: [Azure OpenAI Sora video generation](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation)
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- Find the sample in [Lesson 3: Core Generative AI Techniques /src/VideoGeneration-AzureSora-01/Program.cs](./03-CoreGenerativeAITechniques/src/VideoGeneration-AzureSora-01/Program.cs)
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-**New: Azure OpenAI Image Generation Model (`gpt-image-1`)**: Lesson 3 now features code samples for using the new Azure OpenAI image generation model, `gpt-image-1`. Learn how to generate images from .NET using the latest Azure OpenAI capabilities.
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- See the official: [How to use Azure OpenAI image generation models](https://learn.microsoft.com/azure/ai-services/openai/how-to/dall-e?tabs=gpt-image-1) and [openai-dotnet image generation guide](https://github.com/openai/openai-dotnet?tab=readme-ov-file#how-to-generate-images) for more details.
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- Find the sample in [Lesson 3: Core Generative AI Techniques .. /src/ImageGeneration-01.csproj](./03-CoreGenerativeAITechniques/src/ImageGeneration-01/ImageGeneration-01.csproj).
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-**New Scenario: Concurrent Agent Orchestration in eShopLite**: The [eShopLite repository](https://github.com/Azure-Samples/eShopLite/tree/main/scenarios/07-AgentsConcurrent) now features a scenario demonstrating concurrent agent orchestration using Semantic Kernel. This scenario showcases how multiple agents can work in parallel to analyze user queries and provide valuable insights for future analysis.
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[View all previous updates in our What's New section](./10-WhatsNew/readme.md)
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[View all previous updates in our What's New section](./10-WhatsNew/readme.md)
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-**New Scenario: Concurrent Agent Orchestration**
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- The [eShopLite repository](https://github.com/Azure-Samples/eShopLite/tree/main/scenarios/07-AgentsConcurrent) now features a scenario demonstrating concurrent agent orchestration using Semantic Kernel.
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We're constantly improving this course with the latest AI tools, models, and practical samples:
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-**🕹️ New! Apps Generated with AI**
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We're excited to introduce a new section featuring full applications generated with AI tools like GitHub Copilot Agent. These apps demonstrate how generative AI can be used to build real-world .NET solutions leveraging AI as a co-pilot.
-**SpaceAINet** is an AI-powered Space Battle game for .NET 9, designed to showcase how modern AI models can play classic games. The solution allows you to run the game with either local AI models (via Ollama) or cloud-based models (via Azure AI Foundry), which analyze the game state and predict the next best action to win.
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- Try it out and see how AI can master classic arcade gameplay!
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-**New: Foundry Local demos!**
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- Lesson 3 now features hands-on demos for [Foundry Local models](https://github.com/microsoft/Foundry-Local/tree/main).
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- See the official docs: [Foundry Local documentation](https://learn.microsoft.com/azure/ai-foundry/foundry-local/)
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-**Full explanation and code samples are available in [03-CoreGenerativeAITechniques/06-LocalModelRunners.md](./03-CoreGenerativeAITechniques/06-LocalModelRunners.md)**
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-**New: Azure OpenAI Sora Video Generation Demo!**
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- Lesson 3 now features a hands-on demo showing how to generate videos from text prompts using the new [Sora video generation model](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation) in Azure OpenAI.
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- The sample demonstrates how to:
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- Submit a video generation job with a creative prompt.
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- Poll for job status and download the resulting video file automatically.
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- Save the generated video to your desktop for easy viewing.
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- See the official docs: [Azure OpenAI Sora video generation](https://learn.microsoft.com/azure/ai-services/openai/concepts/video-generation)
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- Find the sample in [Lesson 3: Core Generative AI Techniques /src/VideoGeneration-AzureSora-01/Program.cs](./03-CoreGenerativeAITechniques/src/VideoGeneration-AzureSora-01/Program.cs)
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-**New: Azure OpenAI Image Generation Model (`gpt-image-1`)**: Lesson 3 now features code samples for using the new Azure OpenAI image generation model, `gpt-image-1`. Learn how to generate images from .NET using the latest Azure OpenAI capabilities.
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- See the official: [How to use Azure OpenAI image generation models](https://learn.microsoft.com/azure/ai-services/openai/how-to/dall-e?tabs=gpt-image-1) and [openai-dotnet image generation guide](https://github.com/openai/openai-dotnet?tab=readme-ov-file#how-to-generate-images) for more details.
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- Find the sample in [Lesson 3: Core Generative AI Techniques .. /src/ImageGeneration-01.csproj](./03-CoreGenerativeAITechniques/src/ImageGeneration-01/ImageGeneration-01.csproj).
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-**New Scenario: Concurrent Agent Orchestration in eShopLite**: The [eShopLite repository](https://github.com/Azure-Samples/eShopLite/tree/main/scenarios/07-AgentsConcurrent) now features a scenario demonstrating concurrent agent orchestration using Semantic Kernel. This scenario showcases how multiple agents can work in parallel to analyze user queries and provide valuable insights for future analysis.
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[View all previous updates in our What's New section](./10-WhatsNew/readme.md)
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## 🚀 Introduction
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Generative AI is transforming software development, and .NET is no exception. This course aims to simplify the journey by offering:
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