How I use Bing Image Creator and Photoshop Generative Fill together
This is a quick demo of how I use Bing Image Creator and Photoshop Generative AI together to create AI-generated images.
Generative AI
15 posts
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.
Chunking Text to Vector Embeddings in Generative AI Solutions
This post discusses how to create vector embeddings for documents that are too large to fit into a single embedding vector by chunking data using text splitting. This technique is commonly used when designing Generative AI solutions using Large Language Models.
How to Use a Vector Database and Generative AI to Create a Custom Chatbot
This post demonstrates how to use Retrieval Augmented Generation (RAG) to query OpenAI's Large Language Model (LLM) using a Vector database. This technique leverages the language understanding and summarization capabilities of Generative AI while introducing semantic understanding of our own data.
Bring your own data to Azure OpenAI Service Large Language Models
This post discusses how Microsoft Azure OpenAI service employed a Retrieval Augmented Generation (RAG) technique called Use Your Data to enable Generative AI queries to incorporate private data. A full walk-through solution is included in text and video.
Comparing Cloud-Based Generative AI Services
With the addition of Foundation Models to public cloud providers' service catalogs, virtually any organization can now leverage Generative AI in their solutions. Learn what features public cloud platforms offer and how to choose between them.