Advanced RAG: Making Your AI Smarter Without Burning a Hole in Your GPUSo you’ve built a Retrieval-Augmented Generation (RAG) system. Congrats! 🎉 It fetches documents, stuffs them into your LLM, and spits out answers that (hopefully) make sense. But here’s the thing: vanilla RAG is like instant noodles—fast and easy, b...Aug 22, 2025·4 min read
The Importance of System Prompts and Types of Prompting in AIIn the world of Large Language Models (LLMs) like ChatGPT, system prompts are the secret ingredient that shapes how the model understands your request and delivers results. Think of them as the instructions that set the stage before the AI starts wor...Aug 15, 2025·2 min read
Inside GPT: How the World’s Smartest Autocomplete WorksThe clever name: ChatGPT OpenAI called it ChatGPT for a reason: Generative — it generates text. Think of it as a story-maker: given a start, it continues the sentence. Pre-trained — before you ever talk to it, it reads a ton of text (books, webpage...Aug 12, 2025·3 min read
