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...
by CPI Staff | Jul 29, 2025 | AI, Blog, OpenAI
This post provides a comprehensive guide on counting tokens using the OpenAI Python SDK, covering Python virtual environments, managing your OpenAI API key securely, and the role of the requirements.txt file. In the world of Large Language Models (LLMs) and Artificial...