by CPI Staff | Aug 13, 2025 | AI, Blog, LLM
In this post, we’ll explore strategies to control randomness in LLMs, discuss trade-offs, and provide some code examples in Python using the OpenAI API. Large Language Models (LLMs) like GPT-4, Claude, or LLaMA are probabilistic by design. They generate text by...
by CPI Staff | Aug 11, 2025 | AI, Blog, LLM
In this post, “LLM Self-Attention Mechanism Explained”we’ll break down how self-attention works, why it’s important, and how to implement it with code examples. Self-attention is one of the core components powering Large Language Models (LLMs) like GPT,...
by CPI Staff | Aug 8, 2025 | Azure, Azure PowerShell, Blog
When running scripts in Azure Automation, authentication is often the trickiest part. Your runbooks might need to connect to Azure services, Microsoft Graph, or other APIs — and that means handling credentials securely. In this guide, Use Azure Managed Identity with...
by CPI Staff | Aug 6, 2025 | AI, Blog, LLM
In this blog post, you’ll learn how to code and build a GPT LLM from scratch or fine-tune an existing one. We’ll cover the architecture, key tools, libraries, frameworks, and essential resources to get you started fast. Table of contentsUnderstanding GPT LLM...
by CPI Staff | Aug 4, 2025 | App Service, Azure, Azure Web App, Blog
Experiencing a “critical error” on your Azure-hosted WordPress website can be alarming, but it’s a common issue that can usually be resolved with straightforward troubleshooting steps. In this blog post, How to Fix the ‘Critical Error’ on...
