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Building an educational game with AI tools and Azure Static Web Apps (Part 2)
  • Jan 5, 2025
    • Azure
    • Python

Building an educational game with AI tools and Azure Static Web Apps (Part 2)

Explore how to automate the build and deployment process for a visual novel game using GitHub Actions and Azure Static Web Apps.

Building an educational game with AI tools and Azure Static Web Apps (Part 1)
  • Dec 28, 2024
    • AI
    • Azure
    • Python

Building an educational game with AI tools and Azure Static Web Apps (Part 1)

Explore how I built an educational game using the Ren'Py visual novel engine and AI tools like GitHub Copilot and DALL-E 3 to speed up development.

A visual introduction to Azure Functions triggers and bindings
  • Sep 18, 2024
    • Azure
    • Python

A visual introduction to Azure Functions triggers and bindings

Understand what triggers and bindings are in Azure Functions and the general syntax for defining them in Python with an illustrated guide.

Study resources for preparing for the Microsoft AI-102 exam
  • Jun 27, 2024
    • AI
    • Azure

Study resources for preparing for the Microsoft AI-102 exam

This guide provides essential study resources, courses, and tips to help you prepare and pass the Microsoft AI-102 exam.

A visual introduction to Azure Functions
  • May 9, 2024
    • Azure
    • Python

A visual introduction to Azure Functions

Explore the key concepts and use cases of Azure Functions with an illustrated guide and set up your local development environment.

Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search
  • Mar 2, 2024
    • AI
    • Azure

Use HNSW index on Azure Cosmos DB for PostgreSQL for similarity search

Explore vector similarity search using the Hierarchical Navigable Small World (HNSW) index of pgvector on Azure Cosmos DB for PostgreSQL.

Use IVFFlat index on Azure Cosmos DB for PostgreSQL for similarity search
  • Feb 26, 2024
    • AI
    • Azure

Use IVFFlat index on Azure Cosmos DB for PostgreSQL for similarity search

Explore vector similarity search using the Inverted File with Flat Compression (IVFFlat) index of pgvector on Azure Cosmos DB for PostgreSQL.

Use pgvector for searching images on Azure Cosmos DB for PostgreSQL
  • Jan 31, 2024
    • AI
    • Azure

Use pgvector for searching images on Azure Cosmos DB for PostgreSQL

Learn how to write SQL queries to search for and identify images that are semantically similar to a reference image or text prompt using pgvector.

Store embeddings in Azure Cosmos DB for PostgreSQL with pgvector
  • Jan 24, 2024
    • AI
    • Azure

Store embeddings in Azure Cosmos DB for PostgreSQL with pgvector

Learn how to configure Azure Cosmos DB for PostgreSQL as a vector database and insert embeddings into a table using the pgvector extension.

Generate embeddings with Azure AI Vision multi-modal embeddings API
  • Dec 28, 2023
    • AI
    • Azure

Generate embeddings with Azure AI Vision multi-modal embeddings API

Discover the art of generating vector embeddings for paintings’ images using the Azure AI Vision multi-modal embeddings APIs in Python.

Use the Azure AI Vision multi-modal embeddings API for image retrieval
  • Dec 20, 2023
    • AI
    • Azure

Use the Azure AI Vision multi-modal embeddings API for image retrieval

Explore the basics of vector search and generate vector embeddings for images and text using the Azure AI Vision multi-modal embeddings APIs.

Vector search on Azure Database for PostgreSQL with the Azure AI extension
  • Nov 29, 2023
    • AI
    • Azure

Vector search on Azure Database for PostgreSQL with the Azure AI extension

Learn how to enable the Azure AI extension and generate vector embeddings with Azure OpenAI on Azure Database for PostgreSQL Flexible Server.

Building a vector similarity search app with Azure AI Vision and PostgreSQL
  • Oct 17, 2023
    • AI
    • Azure
    • Event

Building a vector similarity search app with Azure AI Vision and PostgreSQL

My presentation about vector search with Azure AI Vision and Azure Cosmos DB for PostgreSQL at the Azure Cosmos DB Usergroup.

Vector Search with Azure AI Vision and PostgreSQL – MVP TechBytes
  • Sep 14, 2023
    • AI
    • Azure
    • Event

Vector Search with Azure AI Vision and PostgreSQL – MVP TechBytes

My presentation about vector search with Azure AI Vision and Azure Cosmos DB for PostgreSQL at the virtual show MVP TechBytes.

Microsoft Build After Party 2023
  • Jul 9, 2023
    • AI
    • Azure
    • Event

Microsoft Build After Party 2023

Learning resources for the Azure Computer Vision service presented at the community After Party for Microsoft Build 2023 that I organized.

Image Vector Similarity Search with Azure Computer Vision and PostgreSQL
  • Jul 3, 2023
    • AI
    • Azure

Image Vector Similarity Search with Azure Computer Vision and PostgreSQL

Understand how vector similarity search works and build an image retrieval system using Computer Vision and Azure Cosmos DB for PostgreSQL.

Extract text from images with Azure Computer Vision 4.0 Read OCR
  • Jun 22, 2023
    • AI
    • Azure
    • Python

Extract text from images with Azure Computer Vision 4.0 Read OCR

This post will take you through the newest Read OCR API of Azure Computer Vision, which is used for extracting text from images.

Explore Azure Computer Vision 4.0 (Florence model)
  • May 5, 2023
    • AI
    • Azure
    • Python

Explore Azure Computer Vision 4.0 (Florence model)

In this post, you will explore the latest features of Azure Computer Vision and create a basic image analysis app.

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