Month: May 2024

VNet Flow Logs is a successor of NSG Flow Logs that works not in NSG context, but inside VNETs whats give us a better view. If you put consolidated logs to the Log Analytics Workspace there are some advantages also:   NSG Flow logs goes to AzureNetworkAnalytics_CL table that can not be exported, so can not be a part of Event Hub solution. VNet Flow logs goes to NTANetAnalytics table, and this table can be exported to Event Hub solution.  

We’re building a music recommendation service where users will be able to search and select from a set of songs, and the system will recommend similar songs to them. Below is a depiction of the architecture: The application is composed of four different components: A Azure Container Apps (ACA) Jupyter Environment which teaches about and produces embeddings for our library of 11,000 songs. A Qdrant ACA Add-On Vector DB which stores embeddings (think of them as fingerprints) and produces our recommendations based on them. A ACA API app which brokers the data between the frontend UI and the vector database. A ACA Frontend app which provides the user-facing UI to interact with the recommendation service. The overall intention of this application is for the user to learn about vector databases. Hence the process of deploying this application is broken up into two parts. In part one we play the role of a data scientist or ML engineer. We will familiarize ourselves with the process of generating embeddings for our song data. This part completes when we’ve stored our embeddings in our vector database. In part two we play the role of an application engineer and turn the stored embeddings data into a recommendation service by adding a API and frontend. … Build a Music Recommendation System with Azure Container Apps and AI – Lab from MS Build 2024Read more

Complete Microsoft Build 2024 Book of News is here. According to the document: Here is a list of features not connected with Copilot or AI: Khan Academy and Microsoft Announce Partnership Speech Analytics, Video Dubbing in Preview in Azure AI Speech Introducing Real-Time Intelligence in Microsoft Fabric New Capabilities and Updates in Microsoft Fabric New Capabilities in Azure Cosmos DB Snowflake Apache Iceberg Shortcuts in Fabric Azure Compute Fleet Now in Preview Azure Migrate and Azure Container Storage Updates New Azure Virtual Machine Series Azure App Service Boosts Performance and Security for Web App Creation Azure Container Apps Launches Dynamic Sessions Azure Functions Launches Flex Consumption Plan, Extensions Azure Kubernetes Service Automatic Makes Kubernetes Adoption Easy New Azure Event Grid Capabilities Support IoT Solutions, Event Sources New Enhancements and Integrations in Azure Load Testing Spring Batch Support for Azure Spring Apps Enterprise in Preview Updates to Azure Logic Apps Visual Studio Code for Education Now Generally Available Microsoft Edge for Business Boosts Defenses Against Data Leaks, Vulnerabilities Real-Time Video Translation in Microsoft Edge Coming Soon Fluid Framework 2.0 Now in Preview New Enhancements for Custom App Experiences Connected to Microsoft Teams According to the document: Here is a list of … Microsoft Build 2024 – Sorted News not connected with AI/Copilot and Connected with AI/CopilotRead more