Configure a React Web App with Entra Authentication
This post is an end-to-end video tutorial walking through the process of creating an App Registration in Entra for a React Application, followed by the implementation of the app from scratch.
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27 posts
Deploying and Consuming Foundation Models from the Azure Model Catalog
Explore Azure Machine Learning's selection of pre-trained models from leading sources like OpenAI, Microsoft, and Hugging Face. In this video I'll guide you through the process of choosing, deploying a model on Azure's computing services, and accessing it through a REST API.
Unlocking Hidden Insights: Azure OpenAI Meets Fabric in Unstructured Data Analysis
Leverage Azure OpenAI in a Fabric Jupyter notebook to summarize user review data, securely store secrets in Azure Key Vault, and handle data in Fabric Lakehouse’s Delta tables.
How to Apply AI-Driven Sentiment Analysis models in a Fabric Data Lake Solution
This video shows you how to use Azure AI sentiment analysis machine learning models within a Fabric Jupyter notebook to add user sentiment features to Data Lake tables.
Leveraging Azure AI Translation into a Fabric Data Lake Solution
We can leverage Azure AI services directly in Spark notebooks to enrich and transform data using Language AI Services. Learn how to use these powerful services using a Python Jupyter notebook stored in a Fabric workspace.
Using Azure AI Document Intelligence with Microsoft Fabric
In this post learn how to build a Document Intelligence solution within Microsoft Fabric. This solution incorporates Azure AI to extract text from scanned documents. Using a Spark Notebook and Synapse ML, we can easily ingest scanned document data into a Data Lake solution.
Calling Azure AI Document Intelligence using the REST API
Azure AI Document Intelligence can read images and PDF scans of forms, extracting data for later use in data solutions. While various language SDKs are available, it's also possible to call these services directly using the REST API. This tutorial walks through the REST API process.
Build a Generative AI Copilot for Microsoft Teams using Copilot Studio
This video is an end--to end walk through using Microsoft Copilot Studio to create a custom Microsoft Teams copilot that answers questions about organizational data. The walk through starts from scratch and ends with a finished Copilot published to a Teams channel.
Create Generative AI Apps with Azure AI Search Integrated Vector Embeddings
This post discusses Azure AI Search integrated vector embeddings for Retrieval Augmented Generation (RAG) when using a large language model for generative AI Q&A solutions, and provides steps to build a vector index using Azure AI Search.