Artificial Intelligence and LLMs

This section covers the use of Artificial Intelligence, specifically Large Language Models (LLMs), in DevOps and infrastructure environments.

🤖 What you'll find here

• LLM Fundamentals: Architecture, basic concepts and DevOps use cases
• Local tools: Ollama, LM Studio, LLaMA.cpp for running models locally
• Infrastructure integration: Kubernetes deployment, optimized storage, networking
• Testing methodologies: Benchmarks, evaluation and prompt engineering
• Practical cases: Chatbots, log analysis, IaC automation

🚀 Quick start

If you're new to LLMs, start with: 1. Introduction to LLMs - Basic concepts 2. Ollama: getting started - Your first installation 3. Model evaluation - How to measure performance

📚 Main content

Fundamentals

• LLMs Introduction

Tools

• Ollama

Testing and evaluation

• Model evaluation

🔗 Related links

• Ollama Documentation
• LM Studio
• LLaMA.cpp
• vLLM