<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom">
  <channel>
    <title>Rob Kerr&#39;s Blog</title>
    <link>https://www.robkerr.com/</link>
    <description>Posts and Ideas about AI, Machine Learning, and Cloud Computing</description>
    <atom:link href="https://www.robkerr.com/rss.xml" rel="self" type="application/rss+xml"/>
    <language>en</language>
    <lastBuildDate>Wed, 24 Jun 2026 03:43:58 -0000</lastBuildDate>
    <item>
      <title>BigQuery → Fabric Mirroring Made Easy (Automation Script Included)</title>
      <link>https://www.robkerr.com/video/bigquery-fabric-mirroring-made-easy-automation-script-included/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/bigquery-fabric-mirroring-made-easy-automation-script-included/</guid>
      <pubDate>Wed, 24 Jun 2026 03:43:58 -0000</pubDate>
      <description><![CDATA[This video walks through the process of setting up Microsoft Fabric database mirroring from Google BigQuery, including an automated script for configuring the GCP side. You'll learn how to create a mirrored database in Fabric, set up near real-time replication, and validate the data synchronization between BigQuery and Fabric.]]></description>
    </item>
    <item>
      <title>Query BigQuery Iceberg Tables from Microsoft Fabric (Shortcuts + Automation)</title>
      <link>https://www.robkerr.com/video/query-bigquery-iceberg-tables-from-microsoft-fabric-shortcuts-automation/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/query-bigquery-iceberg-tables-from-microsoft-fabric-shortcuts-automation/</guid>
      <pubDate>Sun, 21 Jun 2026 23:40:07 -0000</pubDate>
      <description><![CDATA[This video walks through how to use Microsoft Fabric shortcuts to access Google BigQuery Iceberg tables, automating the setup process on the Google Cloud side and configuring direct SQL queries within Fabric without copying or moving data. You'll learn about the automation script that handles service account creation, IAM permissions, and required BigQuery table access, followed by setting up connections and creating shortcuts in Fabric for seamless data querying.]]></description>
    </item>
    <item>
      <title>Building NFL Analytics with Fabric, Power BI, and AI Agents</title>
      <link>https://www.robkerr.com/video/building-nfl-analytics-with-fabric-power-bi-and-ai-agents/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/building-nfl-analytics-with-fabric-power-bi-and-ai-agents/</guid>
      <pubDate>Mon, 25 May 2026 15:32:16 -0000</pubDate>
      <description><![CDATA[This video walks through the process of building an end-to-end analytics reference architecture for the National Football League (NFL) using Microsoft Fabric. Viewers will learn how to download and process NFL data, create a Fabric workspace and Lakehouse, deploy Power BI semantic models, and develop AI-powered analytics agents, all while exploring key concepts like data modeling and agent evaluation workflows.]]></description>
    </item>
    <item>
      <title>From On Prem SQL to Natural Language Queries with Fabric Mirroring &amp; Data Agents</title>
      <link>https://www.robkerr.com/video/from-on-prem-sql-to-natural-language-queries-with-fabric-mirroring-data-agents/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/from-on-prem-sql-to-natural-language-queries-with-fabric-mirroring-data-agents/</guid>
      <pubDate>Mon, 20 Apr 2026 04:09:59 -0000</pubDate>
      <description><![CDATA[This video walks through the process of exposing on-premises SQL Server data for natural language querying using Microsoft Fabric Mirroring and OneLake. You'll see how to set up Change Data Capture (CDC) and the On Premises Data Gateway, mirror specific tables into OneLake, and use a Fabric Data Agent to enable users to ask plain English questions that are then processed by Fabric without manual SQL intervention.]]></description>
    </item>
    <item>
      <title>Microsoft Fabric Private Link: Secure a Workspace in an Azure VNet</title>
      <link>https://www.robkerr.com/video/microsoft-fabric-private-link-secure-a-workspace-in-an-azure-vnet/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/microsoft-fabric-private-link-secure-a-workspace-in-an-azure-vnet/</guid>
      <pubDate>Mon, 16 Mar 2026 05:44:39 -0000</pubDate>
      <description><![CDATA[This video walks through configuring a Microsoft Fabric workspace with a Workspace-scoped Private Link, demonstrating how to restrict access to an Azure Virtual Network (VNet) and build a secure analytics architecture that combines strong network isolation with flexible reporting access. Viewers will learn about the setup process, including creating virtual networks, subnets, private endpoints, and deploying a jump box VM for testing private connectivity.]]></description>
    </item>
    <item>
      <title>Using Python to Build a Microsoft Fabric Ontology</title>
      <link>https://www.robkerr.com/video/using-python-to-build-a-microsoft-fabric-ontology/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/using-python-to-build-a-microsoft-fabric-ontology/</guid>
      <pubDate>Sun, 08 Mar 2026 02:22:10 -0000</pubDate>
      <description><![CDATA[This video walks through the process of building a Microsoft Fabric ontology using Python code within a Fabric notebook. You'll learn how to define entities, relationships, and properties using Python, as well as automate the deployment process via the Fabric REST API.]]></description>
    </item>
    <item>
      <title>Microsoft Fabric Real-Time: Streaming IoT Truck Data into an Ontology</title>
      <link>https://www.robkerr.com/video/microsoft-fabric-real-time-streaming-iot-truck-data-into-an-ontology/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/microsoft-fabric-real-time-streaming-iot-truck-data-into-an-ontology/</guid>
      <pubDate>Fri, 06 Mar 2026 21:12:39 -0000</pubDate>
      <description><![CDATA[This video walks through the setup of a real-time streaming pipeline in Microsoft Fabric, demonstrating how telemetry data from trucking equipment is processed to automatically capture critical operational events. Viewers will see how telematics events are streamed into Fabric, filtered for mechanical faults, stored in a Lakehouse table connected to an ontology model, and used to trigger automated workflows, all while visualizing live event movement through the system.]]></description>
    </item>
    <item>
      <title>Fabric Data Agent + Foundry Agent: Building a Multi-Source AI Assistant</title>
      <link>https://www.robkerr.com/video/fabric-data-agent-foundry-agent-building-a-multi-source-ai-assistant/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/fabric-data-agent-foundry-agent-building-a-multi-source-ai-assistant/</guid>
      <pubDate>Fri, 06 Mar 2026 21:06:29 -0000</pubDate>
      <description><![CDATA[This video walks through the integration of a Microsoft Fabric Data Agent with a Microsoft Foundry Agent to create a versatile multi-source AI assistant. Viewers will learn how to combine structured enterprise data from a Fabric Ontology with unstructured documents using Azure AI Search, enabling the agent to answer complex questions and support natural language queries across various knowledge sources.]]></description>
    </item>
    <item>
      <title>Can Microsoft Fabric Power Custom Apps? (Yes — Here’s How)</title>
      <link>https://www.robkerr.com/video/can-microsoft-fabric-power-custom-apps-yes-heres-how/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/can-microsoft-fabric-power-custom-apps-yes-heres-how/</guid>
      <pubDate>Mon, 02 Mar 2026 08:18:15 -0000</pubDate>
      <description><![CDATA[This video walks through building a secure, production-ready web application using Microsoft Fabric, Fabric Ontology, and Microsoft Foundry Agents to integrate map-based visualizations and generative AI experiences within a custom React app. The walkthrough covers the architecture of the solution, including the React frontend with Next.js, FastAPI Python backend, and various Azure services like AI Search and Maps.]]></description>
    </item>
    <item>
      <title>Designing and Building an Ontology in Microsoft Fabric (uncut)</title>
      <link>https://www.robkerr.com/video/designing-and-building-an-ontology-in-microsoft-fabric-uncut/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/designing-and-building-an-ontology-in-microsoft-fabric-uncut/</guid>
      <pubDate>Tue, 17 Feb 2026 06:37:43 -0000</pubDate>
      <description><![CDATA[This video walks through the process of designing and building an ontology in Microsoft Fabric, covering key aspects such as defining entity types and relationships, applying best practices for relationship naming, and implementing these concepts step-by-step within the platform. Viewers will gain insights into what an ontology is and how it can be used for data analysis in a business context.]]></description>
    </item>
    <item>
      <title>Microsoft Fabric Graphs Explained: Graph Models, GQL, and Real Analytics Use Cases</title>
      <link>https://www.robkerr.com/video/microsoft-fabric-graphs-explained-graph-models-gql-and-real-analytics-use-cases/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/microsoft-fabric-graphs-explained-graph-models-gql-and-real-analytics-use-cases/</guid>
      <pubDate>Tue, 10 Feb 2026 18:48:25 -0000</pubDate>
      <description><![CDATA[This video walks through the basics of graph data analysis and demonstrates how Microsoft Fabric's new graph capabilities can be used to build and query graphs, focusing on practical examples using customer and order data. Viewers will learn about graph models, nodes, edges, and relationships, as well as how to use GQL for querying graphs within a Fabric Notebook.]]></description>
    </item>
    <item>
      <title>Microsoft Foundry Local -- First Look and Walk Through</title>
      <link>https://www.robkerr.com/video/microsoft-foundry-local-first-look-and-walk-through/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/microsoft-foundry-local-first-look-and-walk-through/</guid>
      <pubDate>Sun, 07 Dec 2025 20:22:21 -0000</pubDate>
      <description><![CDATA[This video walks through the introduction and initial setup of Microsoft Foundry Local, a new local inference engine designed for running AI models on Windows, macOS, or Windows Server 2025. It covers installation steps, testing local inference performance, and building applications using the OpenAI-compatible SDK, providing a comprehensive guide for developers looking to integrate secure and high-performance AI into their workflows.]]></description>
    </item>
    <item>
      <title>Building Custom MCP Tools for Azure AI Foundry Agents (with Cosmos DB GraphRAG)</title>
      <link>https://www.robkerr.com/video/building-custom-mcp-tools-for-azure-ai-foundry-agents-with-cosmos-db-graphrag/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/building-custom-mcp-tools-for-azure-ai-foundry-agents-with-cosmos-db-graphrag/</guid>
      <pubDate>Mon, 01 Dec 2025 17:02:27 -0000</pubDate>
      <description><![CDATA[This video walks through the process of building a custom MCP (Model Component Provider) tool for use with Azure AI Foundry Agents, specifically focusing on integrating a Python-based server that exposes GraphRAG tools via HTTP. You'll learn how to design and implement this server as an Azure Function, deploy it, and connect it to an Azure AI Foundry Agent to enable querying of a Cosmos DB Gremlin graph without requiring knowledge of the underlying data source.]]></description>
    </item>
    <item>
      <title>Building a GraphRAG App: Concepts, Code, and Demo</title>
      <link>https://www.robkerr.com/video/building-a-graphrag-app-concepts-code-and-demo/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/building-a-graphrag-app-concepts-code-and-demo/</guid>
      <pubDate>Thu, 27 Nov 2025 02:43:57 -0000</pubDate>
      <description><![CDATA[This video walks through the concepts and implementation of a GraphRAG application, explaining what graph databases are and how they enhance language model retrieval. It also contrasts GraphRAG with vector RAG to highlight their respective strengths and applications. The walkthrough includes a detailed code review of a full-stack GraphRAG app, providing insight into its backend, graph database integration, LLM usage, and user interface.]]></description>
    </item>
    <item>
      <title>I turned my LinkedIn Profile into an Infographic with Google Nano Banana Pro 🍌</title>
      <link>https://www.robkerr.com/video/i-turned-my-linkedin-profile-into-an-infographic-with-google-nano-banana-pro/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/i-turned-my-linkedin-profile-into-an-infographic-with-google-nano-banana-pro/</guid>
      <pubDate>Mon, 24 Nov 2025 17:47:50 -0000</pubDate>
      <description><![CDATA[This video walks through a quick demo where LinkedIn profile data is fed into Gemini Pro via the new Google Nano Banana Pro to generate an infographic. The viewer will see how well the model handles complex typography, consistent fonts, and structured layouts, ultimately assessing its accuracy and readability in presenting professional information.]]></description>
    </item>
    <item>
      <title>Vectorizing Images with LLMs [Full Stack Deep Dive]</title>
      <link>https://www.robkerr.com/video/vectorizing-images-with-llms-full-stack-deep-dive/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/vectorizing-images-with-llms-full-stack-deep-dive/</guid>
      <pubDate>Thu, 20 Nov 2025 22:12:07 -0000</pubDate>
      <description><![CDATA[This video walks through building a complete end-to-end image vectorization and similarity search system using modern AI tools, including multimodal LLMs and GPU-powered infrastructure. You'll learn how to generate image embeddings with an OpenAI model, store vectors efficiently with ChromaDB, and integrate LLM microservices for semantic search, all while exploring the architecture and full demo of the solution.]]></description>
    </item>
    <item>
      <title>From Text to SQL: Fine-Tuning Phi-4-Mini-Instruct with LoRA and PyTorch (Deep Dive)</title>
      <link>https://www.robkerr.com/video/from-text-to-sql-fine-tuning-phi-4-mini-instruct-with-lora-and-pytorch-deep-dive/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/from-text-to-sql-fine-tuning-phi-4-mini-instruct-with-lora-and-pytorch-deep-dive/</guid>
      <pubDate>Sun, 09 Nov 2025 21:19:07 -0000</pubDate>
      <description><![CDATA[This video walks through the full workflow of fine-tuning the Phi-4-Mini-Instruct model using LoRA and PyTorch, covering how to format custom training data, code a fine-tuning script, run jobs in a Docker container, merge fine-tuned adapters, and quantize the model for efficient local or edge device operation. Viewers will gain hands-on experience with these techniques applicable to any CUDA-based environment.]]></description>
    </item>
    <item>
      <title>Build Smarter AI Systems: 3 Agent Patterns You Can Implement Today</title>
      <link>https://www.robkerr.com/video/build-smarter-ai-systems-3-agent-patterns-you-can-implement-today/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/build-smarter-ai-systems-3-agent-patterns-you-can-implement-today/</guid>
      <pubDate>Wed, 05 Nov 2025 05:12:58 -0000</pubDate>
      <description><![CDATA[This video walks through the three key patterns of Agentic AI—Chat Agents, Workflow Agents, and Autonomous Agents—and provides practical code examples for each. You'll learn how reasoning models and tools work together in agentic systems and when to apply each pattern to solve real-world problems.]]></description>
    </item>
    <item>
      <title>Running OpenAI’s GPT-OSS-20B Locally with Open WebUI (Full Setup Guide)</title>
      <link>https://www.robkerr.com/video/running-openais-gpt-oss-20b-locally-with-open-webui-full-setup-guide/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/running-openais-gpt-oss-20b-locally-with-open-webui-full-setup-guide/</guid>
      <pubDate>Mon, 03 Nov 2025 02:09:12 -0000</pubDate>
      <description><![CDATA[This video walks through the process of setting up OpenAI’s GPT-OSS-20B locally using Docker and Open WebUI, allowing viewers to experiment with a large language model on their own hardware. You'll learn how to create a Docker container, set up NVIDIA Sync for macOS, and download and run the model on various types of machines, including desktop-class systems like the NVIDIA DGX Spark.]]></description>
    </item>
    <item>
      <title>NVIDIA DGX Spark — the data-center-grade AI lab that fits on your desk, but is it right for you?</title>
      <link>https://www.robkerr.com/video/nvidia-dgx-spark-the-data-center-grade-ai-lab-that-fits-on-your-desk-but-is-it-right-for-you/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/nvidia-dgx-spark-the-data-center-grade-ai-lab-that-fits-on-your-desk-but-is-it-right-for-you/</guid>
      <pubDate>Mon, 27 Oct 2025 08:35:35 -0000</pubDate>
      <description><![CDATA[This video walks through the NVIDIA DGX Spark, detailing its hardware specifications and value proposition for AI system development. It explores how this data-center-grade AI lab fits on a desk but is tailored to specific users, providing insights into whether it meets your needs for building, testing, and deploying AI systems from prototype to production.]]></description>
    </item>
    <item>
      <title>OpenAI Atlas browser has launched and could change everything.  Is it the real deal?</title>
      <link>https://www.robkerr.com/video/openai-atlas-browser-has-launched-and-could-change-everything-is-it-the-real-deal/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/openai-atlas-browser-has-launched-and-could-change-everything-is-it-the-real-deal/</guid>
      <pubDate>Mon, 27 Oct 2025 01:43:49 -0000</pubDate>
      <description><![CDATA[This video walks through the features of OpenAI's newly launched Atlas browser, exploring its capabilities beyond traditional web browsing. The presenter tests various functions, including page summarization and trip planning, to determine if Atlas lives up to its promise as a disruptive technology in the digital landscape.]]></description>
    </item>
    <item>
      <title>How to configure Entra ID SSO for Snowflake</title>
      <link>https://www.robkerr.com/video/how-to-configure-entra-id-sso-for-snowflake/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/how-to-configure-entra-id-sso-for-snowflake/</guid>
      <pubDate>Wed, 09 Jul 2025 21:39:13 -0000</pubDate>
      <description><![CDATA[This video provides a step-by-step walk-through of configuring an Azure Entra ID application registration to enable single sign-on (SSO) for accessing a Snowflake database from a React web application. Viewers will learn how to set up the necessary connections and integrations, with techniques applicable to other applications that can leverage Entra via MSAL or REST connections.]]></description>
    </item>
    <item>
      <title>Leveraging Entra OAuth Authentication within a Streamlit Web App</title>
      <link>https://www.robkerr.com/video/leveraging-entra-oauth-authentication-within-a-streamlit-web-app/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/leveraging-entra-oauth-authentication-within-a-streamlit-web-app/</guid>
      <pubDate>Mon, 24 Mar 2025 01:02:27 -0000</pubDate>
      <description><![CDATA[This video walks through the process of integrating Entra OAuth authentication into a Streamlit web application, covering steps from creating an Entra app registration to running the application and handling user consent. Viewers will see how to configure MSAL and explore the code behind the implementation.]]></description>
    </item>
    <item>
      <title>Query Fabric Semantic Models from React Web Applications</title>
      <link>https://www.robkerr.com/video/query-fabric-semantic-models-from-react-web-applications/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/query-fabric-semantic-models-from-react-web-applications/</guid>
      <pubDate>Sat, 01 Mar 2025 03:24:15 -0000</pubDate>
      <description><![CDATA[This video walks through the process of integrating a Microsoft Fabric Semantic Model query into a custom web application built with React and TypeScript, covering authorization, token fetching, and querying semantic models using the Power BI REST API. Viewers will learn how to add necessary permissions, fetch access tokens, and implement code within their React app to submit queries and display results.]]></description>
    </item>
    <item>
      <title>Tutorial: Implementing Entra MSAL with a React Web Application</title>
      <link>https://www.robkerr.com/video/tutorial-implementing-entra-msal-with-a-react-web-application/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/tutorial-implementing-entra-msal-with-a-react-web-application/</guid>
      <pubDate>Thu, 27 Feb 2025 16:04:15 -0000</pubDate>
      <description><![CDATA[This video walks through the process of setting up an App Registration in Microsoft Entra for a React application and integrating it with MSAL (Microsoft Authentication Library) to handle authentication flows, including login, logout, token refresh, and user assignment. Viewers will learn how to configure the app registration, set authorized redirect URLs, restrict access to specific users or groups, and implement essential login functionalities from scratch in a new React project.]]></description>
    </item>
    <item>
      <title>Deploy an Azure Web App via an Azure DevOps CD Pipeline with a custom App Registration</title>
      <link>https://www.robkerr.com/video/deploy-an-azure-web-app-via-an-azure-devops-cd-pipeline-with-a-custom-app-registration/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/deploy-an-azure-web-app-via-an-azure-devops-cd-pipeline-with-a-custom-app-registration/</guid>
      <pubDate>Mon, 27 Jan 2025 13:06:10 -0000</pubDate>
      <description><![CDATA[This video walks through the process of deploying an Azure Web App using a DevOps pipeline, including setting up a custom app registration and service profile secret. Viewers will learn to configure steps such as creating an app registration in Entra, generating a client secret, authorizing a service principal, establishing a DevOps Service Connection, and creating and running the deployment pipeline.]]></description>
    </item>
    <item>
      <title>Windows Fine Tuning Combined Streams</title>
      <link>https://www.robkerr.com/video/windows-fine-tuning-combined-streams/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/windows-fine-tuning-combined-streams/</guid>
      <pubDate>Fri, 10 May 2024 22:13:22 -0000</pubDate>
      <description><![CDATA[This video walks through the process of setting up a local Windows machine with an Nvidia GPU to fine-tune large language models (LLMs) for specific scenarios. Viewers will learn how to install necessary tools and components, create a Python environment, and fine-tune an LLM using a training notebook.]]></description>
    </item>
    <item>
      <title>Mirroring Snowflake data to Microsoft Fabric using Change Data Capture (CDC)</title>
      <link>https://www.robkerr.com/video/mirroring-snowflake-data-to-microsoft-fabric-using-change-data-capture-cdc/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/mirroring-snowflake-data-to-microsoft-fabric-using-change-data-capture-cdc/</guid>
      <pubDate>Tue, 16 Apr 2024 20:27:05 -0000</pubDate>
      <description><![CDATA[This video walks through the process of using Fabric mirroring to replicate data from a Snowflake Data Warehouse into a Microsoft Fabric Data Warehouse, focusing on enabling mirroring with Change Data Capture for near real-time data replication. Viewers will see how to create and manage mirrors, select tables, monitor mirror status, and review and add new data.]]></description>
    </item>
    <item>
      <title>Importing Snowflake data to Microsoft Fabric using a Pipeline</title>
      <link>https://www.robkerr.com/video/importing-snowflake-data-to-microsoft-fabric-using-a-pipeline/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/importing-snowflake-data-to-microsoft-fabric-using-a-pipeline/</guid>
      <pubDate>Tue, 16 Apr 2024 15:16:33 -0000</pubDate>
      <description><![CDATA[This video walks through the process of using a Fabric pipeline to import data from a Snowflake Data Warehouse into a Lakehouse Delta Table, demonstrating how to create a pipeline, establish a connection with Snowflake, select the appropriate data, and run the pipeline to ensure successful integration.]]></description>
    </item>
    <item>
      <title>Unleash Your Model&#39;s Potential: Guide to Deploying a Fabric ML Model on Azure ML Inference Endpoint</title>
      <link>https://www.robkerr.com/video/unleash-your-models-potential-guide-to-deploying-a-fabric-ml-model-on-azure-ml-inference-endpoint/</link>
      <guid isPermaLink="true">https://www.robkerr.com/video/unleash-your-models-potential-guide-to-deploying-a-fabric-ml-model-on-azure-ml-inference-endpoint/</guid>
      <pubDate>Tue, 27 Feb 2024 17:21:22 -0000</pubDate>
      <description><![CDATA[This video walks through the process of exporting a machine learning model developed in Microsoft Fabric, importing it into an Azure Machine Learning workspace, and deploying it to a real-time inference endpoint. Viewers will learn how to set up and test this deployment, ensuring their models can provide real-time predictions efficiently.]]></description>
    </item>
  </channel>
</rss>
