Generating images with IImageGenerator
Text is not the only thing models generate. Microsoft.Extensions.AI abstracts image generation behind IImageGenerator. With troubleshooting.
Ingesting data with IEmbeddingGenerator
How IEmbeddingGenerator works in NET10: turn a PDF into chunks, chunks into vectors, and a question into ranked results, with…
Unit testing and evaluating LLMs
How can we test a component based on Microsoft.Extension.AI that gives a different answer every time it runs? Here an…
Tool calling with AIFunctionFactory
A language model knows what was in its training data and nothing else. Tool calling closes that gap with custom…
Your first IChatClient
Second post where using Microsoft.Extensions.AI I build the first AI client keeping the history of the chats and instruct the…
Why Microsoft.Extensions.AI exists
Microsoft.Extensions.AI is a small set of abstractions in the box, and providers that plug in behind the common AI providers…