Matt Eland articles - 236 total
An LLM Evaluation Framework for AI Systems Performance
AI systems are powerful, but hard to constrain, measure, and control. Let's see how Microsoft.Extensions.AI.Evaluation helps with AI systems development.
Document Search in .NET with Kernel Memory
Kernel Memory gives us a simple and flexible way of indexing and searching documents and websites using our own models and vector storage solutions using .NET.
MCP and A2A: Two bright modular futures for AI
Model Context Protocol (MCP) and Agent2Agent (A2A) are rising stars in the world of AI. Let's see what they are and how they can work together.
Reference Architecture for AI Developer Productivity
This article defines an architecture for helping developers with software engineering tasks in a secure manner that utilizes organizational knowledge and data.
Reference Architecture for Website Chat Agents
This article defines a simple retrieval augmentation generation (RAG) chat agent architecture suitable for helping customers discover more about your organization and its offerings.
Concluding AI Prototyping Projects
AI prototyping projects can be effective ways of exploring new concepts, but concluding them effectively is important too.
Identify Unknowns, Weaknesses, and Risks in AI
There's a lot that can go wrong with AI. Let's talk about how to minimize that risk.
Running AI Prototyping Projects
Let's talk about how to successfully run AI prototyping projects.
Launching AI Prototyping Projects
In this article we'll move along in that process and discuss launching AI prototyping projects in a way that sets them up for success.
The Ghost of AI Past, Present, and Future
An AI specialist's opinion on what's ahead with AI
Introducing AI Prototyping Projects
Let's talk about how to properly envision and scope your organization's AI prototyping projects
Building a Digital Dungeon Master with Semantic Kernel, C#, and Azure
It turns out that AI orchestration is remarkably well equipped to handle building a virtual game master. Let's see how it works.
Recommended Codespace Configuration for Polyglot Notebooks
This resource contains my current recommendations for configuring GitHub Codespaces for Polyglot Notebooks compatibility.
Announcing Data Science in .NET with Polyglot Notebooks
With AI and machine learning becoming more accessible than ever before. Data Science in .NET with Polyglot Notebooks helps .NET devs get started.
Why I got a Master's Degree for AI / ML
Recently I got a master's in data analytics as I pursue machine learning and artificial intelligence. Let's talk about why and if it's worth it.
Classifying bugfix commits with ML.NET
I got a masters degree from using ML.NET to predict if code commits are bugfixes or non-bugfixes. Here's how I trained, evaluated, and deployed those binary classification models using C#.
Why use ML.NET?
ML.NET is fast, powerful, and developer and production ready. Let's talk about what ML.NET is and why you might want to use it.
Submitting conference abstracts that get accepted
How to submit conference talks that just might get accepted
Exploratory Data Analysis with F#, Plotly.NET, and ML.NET DataFrames
Using Polyglot Notebooks to explore datasets with F# & Plotly.NET
Applying Computer Vision to Winter Wonderlands
Making holiday photos accessible for all with the Azure AI Vision v4 API
Bulk Text Analytics with Azure AI Language
Azure AI Language offers many text analytics capabilities, but their newer APIs make it possible to perform multiple natural language processing (NLP) tasks on many documents using one API call.
Pitching a Tech Book to a Publisher
Previously I wrote on what it’s like to write a tech book. In that article I deliberately glossed over the process of getting to the agreement to write the book.…
Getting Started with Semantic Kernel and C#
Get started with Semantic Kernel and AI orchestration in C#. This article covers the basic concept and scope of using C# to build enterprise-level generative AI solutions.
Writing a Book with Packt
What it’s like to write a technical book with Packt Publishing
Exploring Big O Notation in Polyglot Notebooks
Big O notation can be confusing, but Polyglot Notebooks and a simple magic command can help simplify it.
Importing Code in Polyglot Notebooks
Using NuGet and Local Files to Import Code into Notebooks
Visualizing Data in dotnet with Polyglot Notebooks and SandDance
SandDance lets you make amazing interactive data visualizations in your Polyglot Notebooks. Here's how it works.
Sharing Variables between Languages with Polyglot Notebooks
Polyglot Notebooks allow you to share data between different kernels underneath the .NET Interactive kernel. Here's how it works - and what your limitations are.
Polyglot Notebooks: The difference between .dib and .ipynb Files
What's the difference between an .ipynb file and a .dib file? Find out here.
Introducing Polyglot Notebooks
Lets talk about Polyglot Notebooks and see how an entirely new type of application exists to empower developers and teams to build what's next.