Analytics Vidhya

MAY 31, 2023

Introduction Prompt engineering is a relatively new field focusing on creating and improving prompts for using language models (LLMs) effectively across various applications and research areas.

Prompt Engineering 318

Prompt Engineering Prompt Engineer Large Language Models LLM 318

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Such sophisticated and accessible AI models are poised to redefine the future of work, learning, and creativity. The Impact of Prompt Quality Using well-defined prompts is the key to engaging in useful and meaningful conversations with AI systems.

Prompt Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

Unite.AI

JULY 26, 2023

Since its launch, ChatGPT has been making waves in the AI sphere, attracting over 100 million users in record time. The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree.

Prompt Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 246

Analytics Vidhya

JANUARY 5, 2024

By providing specific instructions and context, prompts guide LLMs to generate more accurate and relevant responses. In this comprehensive guide, we will explore the importance of prompt engineering and delve into 26 prompting principles that can significantly improve LLM performance.

LLM 305

LLM Prompt Engineering Prompt Engineer Large Language Models 305

Analytics Vidhya

NOVEMBER 20, 2023

Introduction This article concerns building a system based upon LLM (Large language model) with the ChatGPT AI-1. It is expected that readers are aware of the basics of Prompt Engineering. To have an insight into the concepts, one may refer to: [link] This article will adopt a step-by-step approach.

LLM 273

LLM ChatGPT Prompt Engineering Prompt Engineer 273

Unite.AI

OCTOBER 2, 2023

Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. However, crafting an effective prompt is not the full-fledged solution to get what you want from an LLM. They guide the model, providing a direction for the response.

LLM 298

LLM Prompt Engineering Prompt Engineer Large Language Models 298

Unite.AI

JULY 5, 2024

Large Language Models (LLMs) are powerful tools not just for generating human-like text, but also for creating high-quality synthetic data. This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive.

LLM 259

LLM Prompt Engineering Prompt Engineer Data Scarcity 259

Unite.AI

MARCH 5, 2024

Large Language Models (LLMs) are revolutionizing how we process and generate language, but they're imperfect. Just like humans might see shapes in clouds or faces on the moon, LLMs can also ‘hallucinate,' creating information that isn’t accurate. Let’s take a closer look at how RAG makes LLMs more accurate and reliable.

LLM 290

LLM Large Language Models Prompt Engineering Prompt Engineer 290

Unite.AI

MAY 27, 2024

Prompt engineering , the art and science of crafting prompts that elicit desired responses from LLMs, has become a crucial area of research and development. In this comprehensive technical blog, we'll delve into the latest cutting-edge techniques and strategies that are shaping the future of prompt engineering.

Prompt Engineering 162

Prompt Engineering Prompt Engineer Auto-complete LLM 162

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 Engineering 178

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 178

Unite.AI

SEPTEMBER 19, 2024

The race to dominate the enterprise AI space is accelerating with some major news recently. This incredible growth shows the increasing reliance on AI tools in enterprise settings for tasks such as customer support, content generation, and business insights. Let's dive into the top options and their impact on enterprise AI.

LLM 246

LLM Automation Large Language Models OpenAI 246

Unite.AI

JUNE 30, 2023

Generative AI and particularly the language-flavor of it – ChatGPT is everywhere. Large Language Model (LLM) technology will play a significant role in the development of future applications. As we get into next phase of AI apps powered by LLMs – following key components will be crucial for these next-gen applications.

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Large Language Models LLM OpenAI Prompt Engineering 278

Unite.AI

OCTOBER 25, 2023

In-context learning has emerged as an alternative, prioritizing the crafting of inputs and prompts to provide the LLM with the necessary context for generating accurate outputs. But the drawback for this is its reliance on the skill and expertise of the user in prompt engineering.

LLM 304

LLM OpenAI Prompt Engineering Prompt Engineer 304

Towards AI

JUNE 9, 2024

Last Updated on June 10, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Hands-On Prompt Engineering for LLMs Application Development Once such a system is built, how can you assess its performance? Join thousands of data leaders on the AI newsletter. Published via Towards AI

Prompt Engineering 103

Prompt Engineering Prompt Engineer LLM Machine Learning 103

Flipboard

JULY 27, 2023

When talking to newsroom leaders about their experiments with generative AI, a new term has cropped up: prompt engineering. Prompt engineering is necessary for most interactions with LLMs, especially for publishers developing specific chatbots and quizzes. WTF is prompt engineering?

Prompt Engineering 123

Prompt Engineering Prompt Engineer Large Language Models AI Chatbots 123

Towards AI

MAY 6, 2024

Last Updated on May 7, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Validating Output from Instruction-Tuned LLMs Checking outputs before showing them to users can be important for ensuring the quality, relevance, and safety of the responses provided to them or used in automation flows.

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Prompt Engineering Prompt Engineer LLM OpenAI 96

Marktechpost

MAY 10, 2024

Generative AI (GenAI) tools have come a long way. Believe it or not, the first generative AI tools were introduced in the 1960s in a Chatbot. In 2024, we can create anything imaginable using generative AI tools like ChatGPT, DALL-E, and others. The main reason for that is the need for prompt engineering skills.

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Prompt Engineering Prompt Engineer Large Language Models ChatGPT 138

AWS Machine Learning Blog

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

Prompt Engineering 141

Prompt Engineering Prompt Engineer Chatbots AI Chatbots 141

AWS Machine Learning Blog

AUGUST 2, 2024

This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. On the other hand, generative artificial intelligence (AI) models can learn these templates and produce coherent scripts when fed with quarterly financial data.

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Prompt Engineering Prompt Engineer LLM Generative AI 135

Flipboard

DECEMBER 27, 2023

In today’s column, I have put together my most-read postings on how to skillfully craft your prompts when making use of generative AI such as ChatGPT, Bard, Gemini, Claude, GPT-4, and other popular large language models (LLM). These are handy strategies and specific techniques that can make a …

Prompt Engineering 178

Prompt Engineering Prompt Engineer Generative AI Large Language Models 178

Marktechpost

MARCH 4, 2024

Despite advancements, prompt sensitivity remains a hurdle, especially in proprietary models where version changes can alter behavior significantly. Balancing prompt optimization with practical constraints is essential for real-world LLM applications. Estimators support various tasks like human annotation and LLM estimation.

Prompt Engineering 104

Prompt Engineering Prompt Engineer Automation LLM 104

Towards AI

FEBRUARY 13, 2024

Last Updated on February 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. If you want to be up-to-date with the frenetic world of AI while also feeling inspired to take action or, at the very least, to be well-prepared for the future ahead of us, this is for… Read the full blog for free on Medium.

Prompt Engineering 100

Prompt Engineering Prompt Engineer LLM AI 100

Towards AI

MAY 30, 2024

Last Updated on June 3, 2024 by Editorial Team Author(s): Vishesh Kochher Originally published on Towards AI. The Verbal Revolution: Unlocking Prompt Engineering with Langchain Peter Thiel, the visionary entrepreneur and investor, mentioned in a recent interview that the post-AI society may favour strong verbal skills over math skills.

Prompt Engineering 105

Prompt Engineering Prompt Engineer LLM Neural Network 105

Unite.AI

NOVEMBER 14, 2024

The LLM-as-a-Judge framework is a scalable, automated alternative to human evaluations, which are often costly, slow, and limited by the volume of responses they can feasibly assess. Here, the LLM-as-a-Judge approach stands out: it allows for nuanced evaluations on complex qualities like tone, helpfulness, and conversational coherence.

LLM 182

LLM Chatbots Automation Prompt Engineering 182

Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. Having been there for over a year, I've recently observed a significant increase in LLM use cases across all divisions for task automation and the construction of robust, secure AI systems.

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Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

AI News

NOVEMBER 15, 2023

The hype surrounding generative AI and the potential of large language models (LLMs), spearheaded by OpenAI’s ChatGPT, appeared at one stage to be practically insurmountable. He’ll say anything that will make him seem clever,” McLoone tells AI News. “It It was certainly inescapable. It doesn’t have to be right.”

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Generative AI LLM Big Data Explainability 294

Analytics Vidhya

OCTOBER 9, 2023

Introduction Large language models, or LLMs, have taken the world of natural language processing by storm. They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs. Essentially, they aim to mimic human language understanding and generation.

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LLM Large Language Models Natural Language Processing Prompt Engineering 214

Unite.AI

SEPTEMBER 7, 2023

In artificial intelligence (AI), the power and potential of Large Language Models (LLMs) are undeniable, especially after OpenAI’s groundbreaking releases such as ChatGPT and GPT-4. Despite rapid transformation, there are numerous LLM vulnerabilities and shortcomings that must be addressed.

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LLM Large Language Models Prompt Engineering Prompt Engineer 173

AssemblyAI

JULY 19, 2024

Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. To achieve this, we use LeMUR , AssemblyAI's framework for applying LLMs to speech data. call transcript.lemur.task() , a flexible endpoint that allows you to specify any prompt. To use Sonnet 3.5, Use bullet points."

Prompt Engineering 299

Prompt Engineering Prompt Engineer LLM Python 299

AI News

MARCH 7, 2024

If a week is traditionally a long time in politics, it is a yawning chasm when it comes to AI. But are the ethical implications of AI technology being left behind by this fast pace? Stability AI, in previewing Stable Diffusion 3, noted that the company believed in safe, responsible AI practices.

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OpenAI Prompt Engineering Prompt Engineer Responsible AI 323

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. What is prompt engineering? For developing any GPT-3 application, it is important to have a proper training prompt along with its design and content.

Prompt Engineering 116

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 116

Towards AI

FEBRUARY 13, 2024

Last Updated on February 13, 2024 by Editorial Team Author(s): Dipanjan (DJ) Sarkar Originally published on Towards AI. Created with DALL-E 3 Introduction In recent years, the landscape of artificial intelligence has undergone a significant transformation with the emergence of Generative AI technologies.

Prompt Engineering 105

Prompt Engineering Prompt Engineer ChatGPT Large Language Models 105

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs). This framework is designed to help users create better prompts with minimal manual intervention & optimize prompt engineering for better results.

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Prompt Engineering Prompt Engineer Large Language Models AI Researcher 291

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

Robotics 236

Robotics LLM Artificial Intelligence Artificial Intelligence 236

Analytics Vidhya

DECEMBER 24, 2023

Introduction With recent AI advancements such as LangChain, ChatGPT builder, and the prominence of Hugging Face, creating AI and LLM apps has become more accessible. In this article, I’ll guide you in building an AI storyteller application that generates stories from random images.

OpenAI 305

OpenAI ChatGPT LLM AI 305

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineering 124

Prompt Engineering Prompt Engineer Computer Vision Machine Learning 124

Towards AI

MARCH 11, 2024

Last Updated on March 13, 2024 by Editorial Team Author(s): Youssef Hosni Originally published on Towards AI. Prompt Engineering for Instruction-Tuned LLM Large language models excel at translation and text transformation, effortlessly converting input from one language to another or aiding in spelling and grammar corrections.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Data Science 98