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What is Microsoft.Extensions.AI Library and Will It Replace Semantic Kernel?

Microsoft has published new AI library (well, technically it is just LLM library, but nowadays AI = LLM) in preview. This library is called Microsoft.Extensions.AI. With this library, developers can abstract away what LLM service (like OpenAI) they are using and easily leverage basic chat functionality from LLM. Sounds a lot like Semantic Kernel, doesn’t it? So what is the difference and when you should use this library …

AI Toolkit for Visual Studio Code

AI Toolkit for Visual Studio Code is a “relatively” new toolset, that was previously known as Windows AI Studio. Toolkit is an extension, that allows developers to run SLMs (Small Language Models) on their local machine, or use Azure AI Studio LLM models from cloud. As you can easily use the Azure AI Studio models without any extensions like this, I find the local models more interesting …

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Azure AI Language Service

Azure AI Language Service is a service hosted on the cloud, offering capabilities in Natural Language Processing (NLP) to comprehend and dissect text. It supports summarization, entity linking, key phrase extraction, and many other features. It shares many features with OpenAI, albeit in a much simpler form.

In this post, I’m going to build an Azure Function that wraps the Azure AI Language Service into a nice and simple API. …