https://www.c-sharpcorner.com/articles/Articles from C# Corner© 1999 - 2026 CSharp Inc. All contents are copyright of their authors.Build deterministic, observable, and resilient prompt-routed workflows with Azure AI Foundry Model Router and Microsoft Agent Framework for robust orchestration.https://www.c-sharpcorner.com/article/building-prompt-routed-workflow-selection-with-azure-ai-foundry-model-router-and3/https://www.c-sharpcorner.com/article/building-prompt-routed-workflow-selection-with-azure-ai-foundry-model-router-and3/Tue, 04 Aug 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Ensure agent reliability with Azure AI Evaluation SDK & Foundry. Measure quality, safety, & traceability for production GraphRAG agents. Detect regressions early!https://www.c-sharpcorner.com/article/measure-agent-quality-and-safety-with-azure-ai-evaluation-sdk-and-azure-ai-found/https://www.c-sharpcorner.com/article/measure-agent-quality-and-safety-with-azure-ai-evaluation-sdk-and-azure-ai-found/Mon, 30 Mar 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Explore GraphRAG workflows: chain, parallelize, and route agents for complex queries. Learn prompt engineering, MCP concurrency, and optimize search strategy.https://www.c-sharpcorner.com/article/from-single-agent-to-multi-agent-workflows-three-orchestration-patterns-for-gra/https://www.c-sharpcorner.com/article/from-single-agent-to-multi-agent-workflows-three-orchestration-patterns-for-gra/Wed, 04 Mar 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Build an intelligent conversational agent from your GraphRAG MCP server using Microsoft Agent Framework! Automate knowledge graph searches with GPT-4o and streamline tool routing.https://www.c-sharpcorner.com/article/from-mcp-server-to-conversational-agent-graphrag-meets-microsoft-agent-framewor/https://www.c-sharpcorner.com/article/from-mcp-server-to-conversational-agent-graphrag-meets-microsoft-agent-framewor/Wed, 18 Feb 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Expose your GraphRAG knowledge graph as an MCP server using FastMCP! Enable AI agents to discover & query it automatically. Build a universal AI tool connector.https://www.c-sharpcorner.com/article/turning-your-knowledge-graph-into-an-mcp-server-with-fastmcp/https://www.c-sharpcorner.com/article/turning-your-knowledge-graph-into-an-mcp-server-with-fastmcp/Sun, 08 Feb 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Unlock AI's potential with GraphRAG! Build knowledge graphs using Microsoft GraphRAG and Azure OpenAI to answer complex questions beyond standard RAG. Learn how!https://www.c-sharpcorner.com/article/building-knowledge-graphs-with-microsoft-graphrag-and-azure-openai/https://www.c-sharpcorner.com/article/building-knowledge-graphs-with-microsoft-graphrag-and-azure-openai/Sat, 31 Jan 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Ace your tech interviews with AI Tech Interview! Practice communication skills using Next.js, Azure AI, and voice. Get instant, detailed feedback. Land your dream job!https://www.c-sharpcorner.com/article/building-a-voice-powered-ai-tech-interviewer-with-next-js-and-azure-ai/https://www.c-sharpcorner.com/article/building-a-voice-powered-ai-tech-interviewer-with-next-js-and-azure-ai/Mon, 12 Jan 2026 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Cut ML inference costs by 99% using AWS Lambda and ONNX! This guide details serverless deployment, model comparison, dark mode, and engineering lessons learned. Optimize your ML workflow!https://www.c-sharpcorner.com/article/serverless-ml-on-aws-how-i-cut-inference-costs-by-99-with-lambda-onnx/https://www.c-sharpcorner.com/article/serverless-ml-on-aws-how-i-cut-inference-costs-by-99-with-lambda-onnx/Mon, 29 Dec 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we'll transform our agent into a real-time streaming experience, similar to ChatGPT. Users will see text appearing progressively as the AI generates it, creating a more engaging ahttps://www.c-sharpcorner.com/article/real-time-streaming-for-ai-agents-implementing-ag-ui-protocol-with-microsoft-ag/https://www.c-sharpcorner.com/article/real-time-streaming-for-ai-agents-implementing-ag-ui-protocol-with-microsoft-ag/Sun, 07 Dec 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Build a serverless AutoML platform on AWS for just $10-25/month! Train models by uploading CSVs. A cost-effective alternative to SageMaker endpoints.https://www.c-sharpcorner.com/article/build-a-serverless-automl-platform-on-aws-for-just-0-02-per-training-job/https://www.c-sharpcorner.com/article/build-a-serverless-automl-platform-on-aws-for-just-0-02-per-training-job/Wed, 03 Dec 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Modernize your AI Task Agent! Learn to separate .NET backend from a Next.js frontend with Azure Static Web Apps. Boost UX, scalability, and development speed.https://www.c-sharpcorner.com/article/building-a-modern-task-management-ai-agent-separating-backend-and-frontend-with/https://www.c-sharpcorner.com/article/building-a-modern-task-management-ai-agent-separating-backend-and-frontend-with/Sun, 16 Nov 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Master AI agent observability with .NET Aspire, Application Insights, and OpenTelemetry. Monitor performance, debug issues, and ensure production readiness. From local dev to Azure!https://www.c-sharpcorner.com/article/real-time-observability-for-ai-agents-with-net-aspire-application-insights-o/https://www.c-sharpcorner.com/article/real-time-observability-for-ai-agents-with-net-aspire-application-insights-o/Mon, 27 Oct 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Secure your AI Task Agent with Azure AI Content Safety! This article details how to implement a two-layer defense against prompt injection attacks and harmful content. Learn to protect your AI applicahttps://www.c-sharpcorner.com/article/securing-your-ai-task-agent-with-azure-ai-content-safety/https://www.c-sharpcorner.com/article/securing-your-ai-task-agent-with-azure-ai-content-safety/Fri, 17 Oct 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Discover how to build intelligent AI agents using the Microsoft Agentic AI Framework and Azure OpenAI. This guide covers setting up Azure resources, deploying models like gpt-4o-mini, creating functiohttps://www.c-sharpcorner.com/article/building-an-ai-task-management-agent-using-microsoft-agentic-ai-framework/https://www.c-sharpcorner.com/article/building-an-ai-task-management-agent-using-microsoft-agentic-ai-framework/Tue, 07 Oct 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Discover how the Azure AI Speech Pronunciation Assessment enhances language learning by providing real-time feedback on pronunciation accuracy, fluency, and intonation. https://www.c-sharpcorner.com/article/enhancing-language-learning-with-azure-ai-speech-pronunciation-assessment/https://www.c-sharpcorner.com/article/enhancing-language-learning-with-azure-ai-speech-pronunciation-assessment/Sun, 30 Mar 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Azure AI Video Indexer (VI) is a cloud-based service that helps businesses and developers extract valuable insights from videos using artificial intelligence (AI). This tool can automatically analyze https://www.c-sharpcorner.com/article/azure-ai-video-indexer-a-powerful-tool-for-video-analysis/https://www.c-sharpcorner.com/article/azure-ai-video-indexer-a-powerful-tool-for-video-analysis/Wed, 19 Mar 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Azure AI Text-to-Speech Avatar is a tool designed to create digital avatars that can speak in a remarkably human-like manner. This innovation is changing the way we interact with AI, making virtuhttps://www.c-sharpcorner.com/article/bringing-digital-voices-to-life-azure-ai-text-to-speech-avatar/https://www.c-sharpcorner.com/article/bringing-digital-voices-to-life-azure-ai-text-to-speech-avatar/Wed, 05 Mar 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)This guide covers integrating Azure Cognitive Services for seamless language translation, enabling real-time multilingual support. Discover how to use AI-powered translation for efficient and scalablehttps://www.c-sharpcorner.com/article/document-translation-solution-using-azure-ai-net-and-react/https://www.c-sharpcorner.com/article/document-translation-solution-using-azure-ai-net-and-react/Sun, 23 Feb 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Amazon Bedrock enables developers to generate images and more using foundation models. This guide walks through implementing an API and UI with Node.js to generate images, leveraging Amazon Titan Imaghttps://www.c-sharpcorner.com/article/generating-images-with-amazon-bedrock/https://www.c-sharpcorner.com/article/generating-images-with-amazon-bedrock/Sun, 02 Feb 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Automatic picture analysis is used by image moderation systems to find and mark potentially offensive or dangerous content. This post will discuss how to use AWS Rekognition, Nest.js, and React to crehttps://www.c-sharpcorner.com/article/image-moderation-system-with-aws-rekognition-nest-js-and-react/https://www.c-sharpcorner.com/article/image-moderation-system-with-aws-rekognition-nest-js-and-react/Wed, 15 Jan 2025 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)This article explores how we built a demo application using Azure AI Content Safety to detect harmful content like hate speech, sexual content, and violence within a social media platform. We combinedhttps://www.c-sharpcorner.com/article/detecting-harm-ccontent-in-text-and-images-using-azure-ai-content-safety/https://www.c-sharpcorner.com/article/detecting-harm-ccontent-in-text-and-images-using-azure-ai-content-safety/Wed, 25 Dec 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Imagine you’re a recruiter swimming in a sea of resumes. It’s overwhelming, right? Enter our hero: a custom model that simplifies the job by automatically extracting all the important bits from resumehttps://www.c-sharpcorner.com/article/resume-processing-with-azure-document-intelligence-studio-net-angular/https://www.c-sharpcorner.com/article/resume-processing-with-azure-document-intelligence-studio-net-angular/Sun, 13 Oct 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Create a custom FAQ bot effortlessly using Azure Bot Service and Language Studio. This no-code approach involves setting up a question-answering project, adding content sources, testing responses, andhttps://www.c-sharpcorner.com/article/no-code-faq-bot-with-azure-bot-service-and-language-studio/https://www.c-sharpcorner.com/article/no-code-faq-bot-with-azure-bot-service-and-language-studio/Mon, 05 Aug 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)This concise article explores the innovative integration of Azure AI Custom Vision service with a Blazor web application to create a sophisticated Plant Diseases Classifier model. The article highlighhttps://www.c-sharpcorner.com/article/plant-disease-classifier-with-azure-ai-custom-vision-and-blazor/https://www.c-sharpcorner.com/article/plant-disease-classifier-with-azure-ai-custom-vision-and-blazor/Tue, 16 Apr 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)AWS Comprehend is a natural language processing (NLP) service that uses machine learning to analyze text and extract insights. It can perform tasks such as named entity recognition, key phrase extracthttps://www.c-sharpcorner.com/article/mastering-nlp-with-aws-comprehend-and-python/https://www.c-sharpcorner.com/article/mastering-nlp-with-aws-comprehend-and-python/Wed, 21 Feb 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Amazon Polly is a powerful service that allows you to create lifelike speech from text. It supports a wide variety of languages and voices, and you can customize the pronunciation, pitch, and speed ofhttps://www.c-sharpcorner.com/article/introducing-amazon-polly-how-to-use-text-to-speech-service/https://www.c-sharpcorner.com/article/introducing-amazon-polly-how-to-use-text-to-speech-service/Thu, 18 Jan 2024 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you learn how to set up AutoML training jobs without a single line of code using Azure Machine Learning automated ML in the Azure Machine Learning studio.https://www.c-sharpcorner.com/article/build-and-deploy-a-regression-model-of-house-renting-in-india-using-azure-automl/https://www.c-sharpcorner.com/article/build-and-deploy-a-regression-model-of-house-renting-in-india-using-azure-automl/Thu, 13 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Learn how to integrate Azure AI Services into your .NET applications in this quick and informative blog post. Discover the powerful capabilities of Azure AI Services and follow a step-by-step guide tohttps://www.c-sharpcorner.com/blogs/integrating-azure-ai-services-into-your-net-applications2https://www.c-sharpcorner.com/blogs/integrating-azure-ai-services-into-your-net-applications2Wed, 12 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Azure Health Bot, an intelligent chatbot service by Microsoft, has emerged as a game-changer, empowering healthcare organizations to build and deploy robust health chatbots effortlessly. This article https://www.c-sharpcorner.com/article/building-and-deploying-intelligent-health-chatbots-with-azure-health-bot/https://www.c-sharpcorner.com/article/building-and-deploying-intelligent-health-chatbots-with-azure-health-bot/Mon, 10 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we will explore how to leverage Azure Cognitive Services for Language in Python to create summary documents that distill complex text into concise and informative snippets.https://www.c-sharpcorner.com/article/summarize-documents-with-azure-cognitive-service-for-language-in-python/https://www.c-sharpcorner.com/article/summarize-documents-with-azure-cognitive-service-for-language-in-python/Thu, 06 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Extract information from invoices, receipts, business cards and identity documents using Azure Form Recognizer https://www.c-sharpcorner.com/article/extract-information-from-documents-using-azure-form-recognizer-on-python/https://www.c-sharpcorner.com/article/extract-information-from-documents-using-azure-form-recognizer-on-python/Wed, 05 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Text to Speech, Speech to Text, and Speech Translation using Azure Cognitive Services SDK on Python.https://www.c-sharpcorner.com/article/text-to-speech-speech-to-text-and-speech-translation-using-azure-cognitive-ser/https://www.c-sharpcorner.com/article/text-to-speech-speech-to-text-and-speech-translation-using-azure-cognitive-ser/Mon, 03 Jul 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we will explore how to utilize Azure Cognitive Services SDK on Python to detect faces and emotions, opening up a world of possibilities for emotion-driven applications.https://www.c-sharpcorner.com/article/face-and-emotion-detection-using-azure-cognitive-services-sdk-on-python/https://www.c-sharpcorner.com/article/face-and-emotion-detection-using-azure-cognitive-services-sdk-on-python/Tue, 27 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we will explore the capabilities of Azure OpenAI Codex and delve into the approach for generating code with this remarkable tool.https://www.c-sharpcorner.com/article/generating-code-with-azure-openai-codex/https://www.c-sharpcorner.com/article/generating-code-with-azure-openai-codex/Sun, 25 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)https://www.c-sharpcorner.com/article/fine-tuning-hyperparameters-using-hyperdrive-in-azure-machine-learning-sdk/https://www.c-sharpcorner.com/article/fine-tuning-hyperparameters-using-hyperdrive-in-azure-machine-learning-sdk/Wed, 21 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will follow the process of using the Azure ML SDK to build a pipeline for training and modeling.https://www.c-sharpcorner.com/article/building-azure-ml-pipelines-using-the-azure-machine-learning-sdk/https://www.c-sharpcorner.com/article/building-azure-ml-pipelines-using-the-azure-machine-learning-sdk/Tue, 20 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)https://www.c-sharpcorner.com/article/generating-images-with-azure-openai-dall-e/https://www.c-sharpcorner.com/article/generating-images-with-azure-openai-dall-e/Sat, 17 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)Python Notebook that calls Azure Custom Vision and Azure Computer Vision APIs to extract the plate number from any car imagehttps://www.c-sharpcorner.com/article/number-plate-recognition-with-azure-custom-vision-and-azure-computer-vision/https://www.c-sharpcorner.com/article/number-plate-recognition-with-azure-custom-vision-and-azure-computer-vision/Wed, 14 Jun 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)AWS offers a powerful facial recognition service called Amazon Rekognition. In this tutorial, we'll use Python and the AWS SDK to create a simple app that uses the Rekognition service to detect fahttps://www.c-sharpcorner.com/article/facial-recognition-using-amazon-rekognition-on-python/https://www.c-sharpcorner.com/article/facial-recognition-using-amazon-rekognition-on-python/Mon, 20 Mar 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will learn how to deploy a regression model through AWS sagemaker studio using autopilot.https://www.c-sharpcorner.com/article/deploy-a-regression-model-through-aws-sagemaker-studio-using-autopilot/https://www.c-sharpcorner.com/article/deploy-a-regression-model-through-aws-sagemaker-studio-using-autopilot/Tue, 07 Feb 2023 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we are going to learn how to implement Functional tests on .NET using xUnit.https://www.c-sharpcorner.com/article/implement-functional-tests-in-net-with-xunit/https://www.c-sharpcorner.com/article/implement-functional-tests-in-net-with-xunit/Wed, 22 Dec 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will learn how to deploy .NET API to Azure App Service through Azure DevOps.https://www.c-sharpcorner.com/article/deploy-net-api-to-azure-app-service-through-azure-devops/https://www.c-sharpcorner.com/article/deploy-net-api-to-azure-app-service-through-azure-devops/Fri, 03 Dec 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, we are going to learn how to deploy a .NET API to Heroku through GitHub Actions. Also, we are going to create a PostgreSQL database in Heroku.https://www.c-sharpcorner.com/article/deploy-a-net-api-to-heroku-through-github-actions/https://www.c-sharpcorner.com/article/deploy-a-net-api-to-heroku-through-github-actions/Sun, 28 Nov 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will learn about implementing Unit and Integration Tests on .NET with xUnit.https://www.c-sharpcorner.com/article/implementing-unit-and-integration-tests-on-net-with-xunit/https://www.c-sharpcorner.com/article/implementing-unit-and-integration-tests-on-net-with-xunit/Wed, 17 Nov 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will learn how to implement clean architecture on .NET.https://www.c-sharpcorner.com/article/implementing-clean-architecture-on-net/https://www.c-sharpcorner.com/article/implementing-clean-architecture-on-net/Sun, 07 Nov 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)In this article, you will learn how to deploy an Angular app to Firebase via GitHub Actions.https://www.c-sharpcorner.com/article/deploy-an-angular-app-to-firebase-via-github-actions/https://www.c-sharpcorner.com/article/deploy-an-angular-app-to-firebase-via-github-actions/Sun, 21 Feb 2021 00:00:00 GMTnoreply@c-sharpcorner.com (Cristopher Coronado)