Simple Python AI App with Llama to Describe Images

Simple Python AI App with Llama to Describe Images

by | Aug 19, 2025 | AI, Blog, Llama

Want a quick win with multimodal AI? In this post, you’ll build a tiny Python app that uses a Llama vision model to look at an image and tell you what it is. We’ll use Ollama to run the model locally (no paid keys required), then call it from Python. By the end,...
Strategies to Control Randomness in LLMs

Strategies to Control Randomness in LLMs

by | 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...
LLM Self-Attention Mechanism Explained

LLM Self-Attention Mechanism Explained

by | 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,...

How to Code and Build a GPT Large Language Model

by | 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...
Counting Tokens Using the OpenAI Python SDK

Counting Tokens Using the OpenAI Python SDK

by | 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...