In this post, we will look into building a simple Retrieval Augmented Generation (RAG) system where we use Jupyter Notebooks for ingestion and .NET Web API for retrieval and generation part using .NET Aspire and having telemetry from both Python and C# components of the system.
Learn how to seamlessly integrate Microsoft SQL Server (MSSQL) with .NET Aspire, the modern framework for building cloud-native applications. Step-by-step guide for developers.
On this episode of Full-Stack FridAI, you'll learn how to run the Deepseek AI model on your local machine using .NET. From setting up your development environment to handling model dependencies and executing your first inference, we've got you covered.
Learn how to integrate Elasticsearch with .NET Aspire to enhance your application's search capabilities using powerful indexing and search features.
Kubernetes is widely used for modern applications due to its auto-scaling, easy deployment, and cloud-native features. Microsoft is also pushing .NET to be more cloud-native. Recently, they introduced **.NET Aspire**, a toolset designed to make cloud-native development easier. In this guide, we’ll build a microservice project with .NET Aspire, define microservice relationships, create a Helm chart, and deploy it to Kubernetes.
Learn how to implement basic authentication in ASP.NET Core 9 to secure your web APIs.
Explore how to integrate Python libraries into your .NET applications with CSnakes! Learn how to use MarkItDown to convert documents to Markdown and see a real-world example in the "Chat with Your Data" app, where markdown is stored in a Vector Store for seamless data interaction.
In this session, we will walk through building an Aspire Application from scratch, leveraging the power of local Azure deployments to enhance functionality and performance. Attendees will gain hands-on experience with setting up and deploying a fully functional AI-driven application, exploring best practices and innovative techniques to make the most of .NET and Azure's robust infrastructure.
This .NET Aspire #tutorial shows how to create custom resource and use it with Blazor app. API developed in Python and running as a Docker container is a resource that will be used.
Authorised Territory code examples - This .NET Aspire #tutorial shows how to use the WaitFor method to ensure a resource is ready before initiating another one.