Analytics Vidhya

DECEMBER 19, 2023

Introduction Welcome to the exciting world of AI, where the emerging field of prompt engineering is key to unlocking the magic of large language models like GPT-4. This guide, inspired by OpenAI’s insights, is crafted especially for beginners.

Prompt Engineer 306

Prompt Engineer Prompt Engineering Large Language Models OpenAI 306

Analytics Vidhya

JULY 18, 2024

This revolutionary method in prompt engineering is set to transform our interactions with AI systems. Ready to dive […] The post Chain of Verification: Prompt Engineering for Unparalleled Accuracy appeared first on Analytics Vidhya.

Prompt Engineer 291

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 291

Analytics Vidhya

JULY 19, 2024

Prepare yourself to […] The post Mastering the Chain of Dictionary Technique in Prompt Engineering appeared first on Analytics Vidhya. This article will thoroughly cover this intriguing strategy’s implementation, advantages, and applications.

Prompt Engineer 314

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 314

Analytics Vidhya

AUGUST 1, 2024

Introduction Chain of Questions has become a game-changer in prompt engineering. That’s exactly what this technique does with AI models. By asking interconnected questions, we can unlock detailed and comprehensive answers, making AI more effective at […] The post What is the Chain of Questions in Prompt Engineering?

Prompt Engineer 290

Prompt Engineer Prompt Engineering AI Modeling AI 290

Analytics Vidhya

JULY 12, 2024

No longer just an art, creating effective prompts has become essential to harnessing the […] The post What is Self-Consistency in Prompt Engineering? As Large Language Models (LLMs) like Claude, GPT-3, and GPT-4 become more sophisticated, how we interact with them has evolved into a precise science.

Prompt Engineer 289

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 289

Analytics Vidhya

JULY 22, 2024

Introduction When it comes to working with Large Language Models (LLMs) like GPT-3 or GPT-4, prompt engineering is a game-changer. Have you ever wondered how to make your interactions with AI more detailed and organized? Enter the Chain of Symbol method—a cutting-edge technique designed to do just that.

Prompt Engineer 289

Prompt Engineer Prompt Engineering Large Language Models AI 289

Analytics Vidhya

JULY 26, 2024

Introduction Mastering prompt engineering has become crucial in Natural Language Processing (NLP) and artificial intelligence. This skill, a blend of science and artistry, involves crafting precise instructions to guide AI models in generating desired outcomes. appeared first on Analytics Vidhya.

Prompt Engineer 287

Prompt Engineer Prompt Engineering Natural Language Processing NLP 287

Analytics Vidhya

SEPTEMBER 6, 2024

This struggle often stems from the models’ limited reasoning capabilities or difficulty in processing complex prompts. Despite being trained on vast datasets, LLMs can falter with nuanced or context-heavy queries, leading to […] The post How Can Prompt Engineering Transform LLM Reasoning Ability?

Prompt Engineer 291

Prompt Engineer Prompt Engineering LLM Large Language Models 291

Analytics Vidhya

JULY 30, 2024

The Chain of Knowledge is a revolutionary approach in the rapidly advancing fields of AI and natural language processing. This method empowers large language models to tackle complex problems […] The post What is Power of Chain of Knowledge in Prompt Engineering? appeared first on Analytics Vidhya.

Prompt Engineer 299

Prompt Engineer Prompt Engineering Natural Language Processing Large Language Models 299

Analytics Vidhya

JULY 24, 2024

Enter the Chain of Emotion—a groundbreaking technique that enhances AI’s ability to generate emotionally intelligent and nuanced responses. […] The post What is the Chain of Emotion in Prompt Engineering? appeared first on Analytics Vidhya.

Prompt Engineer 291

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 291

Analytics Vidhya

JULY 31, 2024

Introduction Prompt engineering has become essential in the rapidly changing fields of artificial intelligence and natural language processing. Of all its methods, the Chain of Numerical Reasoning (CoNR) is one of the most effective ways to improve AI models’ capacity for intricate computations and deductive reasoning.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Natural Language Processing Artificial Intelligence 277

Analytics Vidhya

AUGUST 23, 2024

Introduction Prompt Engineering has been a hot topic in 2024, with the rapid advancement of Generative AI driving learners to skill up in this competitive field. Mastering prompt engineering is like having the keys to a powerful machine that can transform ideas into reality.

Prompt Engineer 232

Prompt Engineer Prompt Engineering Generative AI AI 232

Analytics Vidhya

JUNE 1, 2023

Fueled by vast amounts of text data, these powerful models can understand and generate human-like text, allowing applications ranging from chatbots and virtual assistants to language translation and content generation. Language models […] The post Unleash the Power of Prompt Engineering: Supercharge Your Language Models!

Prompt Engineer 290

Prompt Engineer Prompt Engineering Natural Language Processing NLP 290

Analytics Vidhya

JULY 28, 2023

Learn to master prompt engineering for LLM applications with LangChain, an open-source Python framework that has revolutionized the creation of cutting-edge LLM-powered applications. Introduction In the digital age, language-based applications play a vital role in our lives, powering various tools like chatbots and virtual assistants.

Prompt Engineer 260

Prompt Engineer Prompt Engineering LLM Python 260

AWS Machine Learning Blog

NOVEMBER 14, 2024

In the rapidly evolving world of generative AI image modeling, prompt engineering has become a crucial skill for developers, designers, and content creators. Stability AI’s newest launch of Stable Diffusion 3.5 The structure of a prompt directly affects the generated images’ quality, creativity, and accuracy.

Prompt Engineer 102

Prompt Engineer Prompt Engineering AI Modeling AI 102

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. Launched in 2022, DALL-E, MidJourney, and StableDiffusion underscored the disruptive potential of Generative AI. This makes us all prompt engineers to a certain degree.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Flipboard

MARCH 4, 2025

In this post, we explore a generative AI solution leveraging Amazon Bedrock to streamline the WAFR process. We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices.

Generative AI 164

Generative AI Prompt Engineering Prompt Engineer AI 164

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Prompt design and engineering are growing disciplines that aim to optimize the output quality of AI models like ChatGPT. Our exploration into prompt engineering techniques aims to improve these aspects of LLMs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

AWS Machine Learning Blog

JANUARY 31, 2025

However, there are benefits to building an FM-based classifier using an API service such as Amazon Bedrock, such as the speed to develop the system, the ability to switch between models, rapid experimentation for prompt engineering iterations, and the extensibility into other related classification tasks.

Prompt Engineer 75

Prompt Engineer Prompt Engineering Data Scientist Large Language Models 75

Flipboard

MARCH 7, 2025

At the forefront of using generative AI in the insurance industry, Verisks generative AI-powered solutions, like Mozart, remain rooted in ethical and responsible AI use. Security and governance Generative AI is very new technology and brings with it new challenges related to security and compliance.

Generative AI 151

Generative AI Prompt Engineering Prompt Engineer Software Development 151

Flipboard

JANUARY 24, 2025

A common use case with generative AI that we usually see customers evaluate for a production use case is a generative AI-powered assistant. If there are security risks that cant be clearly identified, then they cant be addressed, and that can halt the production deployment of the generative AI application.

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Generative AI LLM AI AI 160

Analytics Vidhya

MAY 4, 2023

Tata Consultancy Services (TCS) is also creating AI tools that might code complete enterprise-level solutions for its customers when the hype cycle for generative AI and GPT-like technology rises internationally.

Prompt Engineer 223

Prompt Engineer Prompt Engineering AI Tools Automation 223

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. Recent estimates by McKinsey suggest that this Generative AI could offer annual savings of up to $340 billion for the banking sector alone. I work as a data scientist at a French-based financial services company.

Generative AI 304

Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

Flipboard

MARCH 5, 2025

In todays column, I showcase a vital new prompting technique known as atom-of-thoughts (AoT) that adds to the ongoing and ever-expanding list of prompt engineering best practices. Readers might recall that I previously posted an in-depth depiction of over fifty prompt engineering techniques and

Prompt Engineer 174

Prompt Engineer Prompt Engineering Generative AI Artificial Intelligence 174

Flipboard

FEBRUARY 4, 2025

In todays column, I showcase a prompt engineering technique that I refer to as conversational-amplified prompt engineering (CAPE). Some also use the shorter moniker of conversational prompt engineering (CPE) though that is a bit confusing since it has a multitude of other meanings. In any case,

Prompt Engineer 138

Prompt Engineer Prompt Engineering Generative AI AI 138

Unite.AI

JULY 27, 2023

While each of these innovations brought its distinct touch to the canvas of Generative AI, Midjourney, in particular, has continued its compelling journey, making noteworthy strides. The art world is certainly taking notice, with generative AI in the art market projected to witness a staggering growth of 40.5%

Prompt Engineer 246

Prompt Engineer Prompt Engineering AI AI 246

Flipboard

JUNE 6, 2023

Despite the buzz surrounding it, the prominence of prompt engineering may be fleeting. A more enduring and adaptable skill will keep enabling us to harness the potential of generative AI? It is called problem formulation — the ability to identify, analyze, and delineate problems.

Prompt Engineer 172

Prompt Engineer Prompt Engineering Generative AI AI 172

Flipboard

JUNE 16, 2023

Last Updated on June 16, 2023 With the explosion in popularity of generative AI in general and ChatGPT in particular, prompting has become an increasingly important skill for those in the world of AI.

Prompt Engineer 178

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 178

Flipboard

JUNE 23, 2023

WIth the explosive rise of generative AI in the past half a year, prompt engineering is the exciting new career that's growing along with it. If you …

Prompt Engineer 178

Prompt Engineer Prompt Engineering Generative AI AI 178

IBM Journey to AI blog

FEBRUARY 13, 2024

Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating. Generative AI represents a significant advancement in deep learning and AI development, with some suggesting it’s a move towards developing “ strong AI.”

Generative AI 343

Generative AI AI Chatbots AI 343

Flipboard

MAY 16, 2023

Whether or not AI lives up to the hype surrounding it will largely depend on good prompt engineering. Prompt engineering is the key to unlocking useful — and usable — outputs from generative AI, such as ChatGPT or its image-making counterpart DALL-E.

Prompt Engineer 174

Prompt Engineer Prompt Engineering Natural Language Processing OpenAI 174

Flipboard

APRIL 18, 2023

In short, generative AI — and the prompts that power them — are everywhere. But beyond the basics, what do you really know about either? Perhaps you would find a concise, focused ebook on the topics useful.

Prompt Engineer 182

Prompt Engineer Prompt Engineering Generative AI AI 182

AWS Machine Learning Blog

JANUARY 27, 2025

Although these models are powerful tools for creative expression, their effectiveness relies heavily on how well users can communicate their vision through prompts. This post dives deep into prompt engineering for both Nova Canvas and Nova Reel. Yanyan graduated from Texas A&M University with a PhD in Electrical Engineering.

Prompt Engineer 87

Prompt Engineer Prompt Engineering Generative AI Software Engineer 87

Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 104

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 104

AWS Machine Learning Blog

NOVEMBER 29, 2024

Prompt engineering refers to the practice of writing instructions to get the desired responses from foundation models (FMs). You might have to spend months experimenting and iterating on your prompts, following the best practices for each model, to achieve your desired output. Sonnet models, Meta’s Llama 3 70B and Llama 3.1

Generative AI 118

Generative AI Prompt Engineering Prompt Engineer Data Scientist 118

Flipboard

OCTOBER 2, 2023

Explore how the Skeleton-of-Thought prompt engineering technique enhances generative AI by reducing latency, offering structured output, and optimizing projects.

Prompt Engineer 168

Prompt Engineer Prompt Engineering Generative AI AI 168

Analytics Vidhya

SEPTEMBER 27, 2023

In this article, […] The post Mastering Sentiment Analysis through Generative AI appeared first on Analytics Vidhya. This categorization helps companies tailor their responses and strategies to enhance customer satisfaction.

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Generative AI Categorization AI AI 343