http://ghafoorsblog.com/tags/zero-shot-learning/Recent content in Zero-Shot-Learning on Ghafoor's Personal BlogHugoennoreply@example.com (AG Sayyed)noreply@example.com (AG Sayyed)Copyright © 2024-2026 AG Sayyed. All Rights Reserved.Fri, 15 May 2026 13:20:20 +0100http://ghafoorsblog.com/courses/ibm/rag-agentic-ai-content/rag-agentic-ai-pcert/01-develop-genai-apps/01-module/007-advanced-mentods/Fri, 21 Nov 2025 02:15:23 +0000noreply@example.com (AG Sayyed)http://ghafoorsblog.com/courses/ibm/rag-agentic-ai-content/rag-agentic-ai-pcert/01-develop-genai-apps/01-module/007-advanced-mentods/<p class="lead text-primary"> This document examines advanced prompt engineering techniques that enhance LLM performance and reliability. It covers zero-shot, one-shot, and few-shot prompting methods, explores chain-of-thought reasoning and self-consistency approaches, and introduces essential tools like LangChain and prompt templates. The document also discusses practical applications of agents powered by LLMs for complex tasks across various domains. </p> <hr> <h2 id="zero-shot-prompting">Zero-Shot Prompting</h2> <p>Zero-shot prompting instructs an LLM to perform a task without any prior specific training or examples. This method relies on the model&rsquo;s pre-existing knowledge and understanding to respond to queries.</p>