MarkItDown utility and LLMs are great match
Microsoft's open-source MarkItDown converts PDFs, Office files and more into Markdown — a handy pre-processing step for LLM and RAG applications.
AI
Practical experiments with AI services, LLMs and RAG applications.
Chat with your data - Semantic Kernel-powered RAG application
Extending a .NET Aspire RAG application with Semantic Kernel plugins to chat with your own electricity consumption and price data using GPT-4.
How to create a RAG application using .NET Aspire, Ollama, and Semantic Kernel?
Build a .NET Aspire-powered RAG application with a chat UI, an API and an Ollama container running a local Phi small language model with Semantic Kernel.
A quick look at Azure Content Moderator and how it can be used to review blog comments
Using Azure Content Moderator to flag offensive or profane blog comments for review before they are approved.
How to use Azure Anomaly Detector to find anomalies in electricity consumption?
Finding anomalies in a year of hourly electricity consumption data with Azure Anomaly Detector and a small C# console app.
Voice controlled Knowledge base application with Azure Cognitive Services
Building a voice-controlled knowledge base application with Azure Cognitive Services and the Question Answering service.