How to write technical prompts for LLMs?Heyy, let’s talk about writing prompts for LLMs. It’s pretty important to get this right because how you prompt can really change the quality of the responses you get. I’ll cover two main techniques: Zero Shot Prompting and One-Shot/Few-Shot Promptin...Oct 8, 2025 · 2 min readraghavdwd.hashnode.dev
Common Issues in Retrieval Augmented Generation (RAG) Systems…and How to Fix Them Quickly RAG systems are pretty cool since they mix retrieval methods with generative models, but they do have their hiccups. Here’s a straightforward look at some failure cases and easy ways to tackle them. Poor Recall When the s...Aug 20, 2025 · 2 min readraghavdwd.hashnode.dev
Understanding Retrieval Augmented Generation (RAG)Heyy! So, let’s break down Retrieval Augmented Generation (RAG). It’s basically a method that mixes retrieval systems with generative models, like those large language models (LLMs) we hear about. This combo really boosts the accuracy and relevance o...Aug 20, 2025 · 2 min readraghavdwd.hashnode.dev
Understanding AI Agents: How They FunctionHeyy, let’s talk about Agentic AI. It’s a big change in the world of artificial intelligence, moving from just processing info to actually taking action and reaching goals. This shift is all about "agents." So, what are agents? They’re AI systems tha...Aug 18, 2025 · 2 min readraghavdwd.hashnode.dev
GPT: Your Super-Smart Storyteller!Hey there! Ever wonder how computers can talk and write like us? Meet GPT, a super-smart computer that's like a magical storyteller! What is GPT? GPT is like a really smart parrot. You give it some words, and it uses those words to create new words, ...Aug 13, 2025 · 1 min readraghavdwd.hashnode.dev
