sy articles - 14 total
Beyond Basic RAG: Measuring Embedding and Generation Performance with RAGAS
Introduction In the previous post, we looked at a basic Retrieval Augmented Generation...
Jupyter AI & .NET Aspire: Building an LLM-Enabled Jupyter Environment
In this post, we will cover installing and configuring Jupyter AI with Jupyter while driving...
Ingesting documents using .NET to build a simple Retrieval Augmented Generation (RAG) system
Here is a quick post summarising how to use .NET Semantic Kernel, Qdrant and .Net to ingest markdown...
Building a simple Retrieval Augmented Generation system using .Net Aspire
In this post, we will look into building a simple Retrieval Augmented Generation (RAG) system where...
Comparing Open-Source Vision Models for Photo Description Tasks Using .NET Aspire
In our ongoing series about building a local image summarisation system, we have explored how to...
Welcoming .NET Aspire 9.0 : Photo Summary Project
The project so far makes it possible to scan photos in a directory, run them through various vision...
Adding Map Based Photo Viewer to .Net Aspire Project with Stencil and OpenStreetMap Tile Server
Here is the next post on my journey building a personal photo search application using open source...
Simplifying Remote Docker Container Connections in .NET Aspire with SSH.Net
Previously, I have shared my experience so far in my journey towards .NET Aspire using Photo Search...
A Custom Reverse Geocoding Resource & Container Startup Dependencies in .Net Aspire
As my recent posts might have hinted, the eventual aim of these posts is to be able to search...
Combining .NET Aspire, Python, Docker (Remote), and Machine Learning Models for Summarising Photos
When it comes to cloud native technologies, there have been several ways to create local development...
Building a command line photo GPS tagger using Docker, .Net and ExifTool
In this post, I will cover what photo Geotagging is, my use of the concept over time and a brief...
Accelerate Machine Learning Local Development and Test Workflows with Nvidia Docker
Recently I have been studying current research in the field of Virtual Try On. To support learning...
Image Feature Detection and Matching using OpenCvSharp - First Steps Towards VinylEye
In a previous post, I have gone through the process for building a Docker Image for OpenCVSharp that...
Docker multi-architecture, .NET 6.0 and OpenCVSharp
Until recently, if I needed to target a specific processor architecture with native runtime...