Prompt Engineering

Master Prompting Concepts: Zero-Shot and Few-Shot Prompting Featured Post

Explore few-shot & zero-shot methodologies, as we dive into the nuances of these AI techniques, their applications, advantages & limitations.

As we go further into the art of prompting there are some major techniques that can assist you as a prompt engineer. The four major ones are:

Zero-shot prompting
Few-shot prompting
Fine-tuning
Embedded Vector Search aka Embedding

The following graphic briefly summarises these approaches and when some you may need to explore them.

A Summary and Guide on How to Approach an LLM Strategy

Zero-Shot Prompting

Language models, especially large-scale ones like GPT-4, have revolutionized the way we approach natural language processing tasks. One of the most remarkable features of these models is their ability to perform zero-shot learning.

This

Master Prompt Engineering: Prompt Recipes - A Framework for Reusable AI Prompts Featured Post

Discover the power of prompt recipes for AI tasks! Optimise ANY prompt. Download the free prompt recipe template and take your AI game to the next level.

In this lesson, we will explore the concept of prompt recipes, which build upon the prompt engineering techniques discussed in previous lessons. By utilizing prompt recipes, users can achieve consistency, efficiency, customization, and optimization in their AI engineering efforts.

Unlock the Power of AI with Effective Prompts

Discover the importance of prompts in AI content creation and how they can transform your output. Dive into the world of prompting and create amazing AI interactions

Master Prompt Engineering: Demystifying Prompting Through a Structured Approach Featured Post

Master AI Prompting with a structured framework for crafting, optimizing, and customizing prompts, ensuring top performance in various AI models.

Prompting

Previously, we ventured into the world of AI Prompts, unveiling a captivating prompt structure and hinting at an intriguing process. In this lesson, we'll delve deeper into the stimulating prompting process, exploring each enthralling section with keen attention. Join us as we illuminate the intricacies of this essential aspect of AI prompt engineering.

Get ready to embark on a captivating journey through the world of AI Prompting! This lesson offers a comprehensive and systematic approach to help you skillfully craft AI prompts for any purpose. The framework provided will be your go-to guide for understanding, testing, customizing, and documenting

Introduction to Large Language Models Featured Post

Explore the world of large language models (LLMs) in this comprehensive guide, covering the mechanics behind autocomplete, neural networks, and more!

Hello everyone! In this article, we'll dive into the fascinating world of large language models, exploring the mechanics behind features like autocomplete on your mobile phone and how search engines generate suggestions. We'll also delve into the challenges of language modeling, the power of neural networks, and how they can be used to create powerful language models capable of generating poetry, translating languages, and even writing computer code. Let's get started!

Part 1: Introduction to Large Language Models (LLMs)

Understanding Autocomplete and Frequency-Based Language Modeling

Have you ever wondered how the autocomplete feature on your mobile phone works? When you

Master Prompt Engineering - The (AI) Prompt Featured Post

Discover the importance of prompts in AI content creation and how they can transform your output. Dive into the world of prompting and create amazing AI interactions

Required Pre-reading

In this lesson we look at the importance of prompts in AI content creation. I explain what AI prompts are and how they work, and highlights the various forms that prompts can take. The lesson also covers the importance of effective prompts in shaping the user experience and determining the usefulness of an AI system.

Here I will also provide a hierarchical view of the structure of a prompt, starting with the

What is Prompt Engineering? Featured Post

Learn What is Prompt Engineering and how it is shaping our interactions with Generative AI.

Prompt engineering is a relatively new discipline and is an integral facet of generative artificial intelligence (AI), which is revolutionizing our interaction with technology. This innovative discipline is centred on the meticulous design, refinement, and optimization of prompts and underlying data structures. By steering AI systems towards specific outputs, Prompt Engineering is key to seamless human-AI interaction.

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Prompt Engineering is a comprehensive discipline within artificial intelligence (AI) that involves the systematic design, refinement, and optimization of prompts and knowledge of the underlying Generative Artificial intelligence System. This process guides AI systems towards achieving specific outputs and facilitating effective interaction between

Master Prompting Concepts: Zero-Shot and Few-Shot Prompting Featured Post

Zero-Shot Prompting

Master Prompt Engineering: Prompt Recipes - A Framework for Reusable AI Prompts Featured Post

Master Prompt Engineering: Demystifying Prompting Through a Structured Approach Featured Post

Prompting

Introduction to Large Language Models Featured Post

Part 1: Introduction to Large Language Models (LLMs)

Understanding Autocomplete and Frequency-Based Language Modeling

Master Prompt Engineering - The (AI) Prompt Featured Post

What is Prompt Engineering? Featured Post

Featured

Reasoners - A New Approach to Smarter AI

Generative AI - The New Compiler

How Prompt Keywords (Magic Words) Optimize Language Model Performance

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