I Traced a Single Prompt Through an LLM Engine to See How It Actually Works (Visual Breakdown)

I traced a single prompt through an LLM engine to see how it actually works (Visual Breakdown)

We all use the API. We send a JSON payload to /v1/chat/completions, wait a few hundred milliseconds, and get a magical response back. But as an engineer, the "Black Box" nature of AI bothered me. I wanted to understand the actual pipeline—not just the high-level theory, but the mechanical journey of the data. So, I visualized the life of a single prompt: "Write a poem about a robot." I traced it through Tokenization, Embeddings, Attention, and t…

Prompt Engineering for Developers

Prompt Engineering for Developers, Master the Art of Crafting Prompts to Unlock the Potential of Large Language Models (LLMs) for Developers. Course Description Are you ready to revolutionize your development workflow by leveraging the power of large language models (LLMs) like GPT? In today’s rapidly evolving tech landscape, prompt engineering has emerged as a vital […]