Analytics Vidhya

JULY 17, 2024

Introduction As the field of artificial intelligence (AI) continues to evolve, prompt engineering has emerged as a promising career. The skill for effectively interacting with large language models (LLMs) is one many are trying to master today. Do you wish to do the same?

Prompt Engineer 236

Prompt Engineer Prompt Engineering Large Language Models Artificial Intelligence 236

Analytics Vidhya

JULY 12, 2024

Introduction Have you ever wondered what it takes to communicate effectively with today’s most advanced AI models? 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. appeared first on Analytics Vidhya.

Prompt Engineer 233

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 233

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.

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Prompt Engineer Prompt Engineering Large Language Models LLM 269

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 252

LLM Prompt Engineer Prompt Engineering Large Language Models 252

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.

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LLM Prompt Engineer Prompt Engineering 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.

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LLM Prompt Engineer Prompt Engineering 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.

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LLM Large Language Models Prompt Engineer Prompt Engineering 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.

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Prompt Engineer Prompt Engineering LLM Auto-complete 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 Engineer 178

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 178

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 216

LLM ChatGPT Prompt Engineer Prompt Engineering 216

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.

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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 Engineer 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 Engineer Prompt Engineering 304

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?

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Prompt Engineer Prompt Engineering Large Language Models AI Chatbots 123

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 Engineer Prompt Engineering Large Language Models Generative AI 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.

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Prompt Engineer Prompt Engineering Chatbots AI Chatbots 131

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 Engineer 102

Prompt Engineer Prompt Engineering Automation LLM 102

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 Engineer 182

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.

Prompt Engineer 124

Prompt Engineer Prompt Engineering LLM Generative AI 124

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

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 Engineer Prompt Engineering 173

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 Engineer 178

Prompt Engineer Prompt Engineering Generative AI Large Language Models 178

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."

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Prompt Engineer Prompt Engineering LLM Python 299

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 274

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 Engineer 113

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 113

ODSC - Open Data Science

SEPTEMBER 19, 2023

Prompt engineers are responsible for developing and maintaining the code that powers large language models or LLMs for short. But to make this a reality, prompt engineers are needed to help guide large language models to where they need to be. But what exactly is a prompt engineer ?

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Prompt Engineer Prompt Engineering Large Language Models Software Engineer 98

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 Prompt Engineer 236

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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Prompt Engineer Prompt Engineering OpenAI Large Language Models 303

ODSC - Open Data Science

OCTOBER 3, 2023

Who hasn’t seen the news surrounding one of the latest jobs created by AI, that of prompt engineering ? If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text.

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Prompt Engineer Prompt Engineering Large Language Models Data Science 97

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

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 Engineer Prompt Engineering Large Language Models AI Researcher 271

Unite.AI

OCTOBER 19, 2023

Sequoia Capital projected that “generative AI can enhance the efficiency and creativity of professionals by at least 10%. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. Even small changes in the prompt can make the model give very different answers. Avoiding content rules.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 277

Marktechpost

JUNE 21, 2024

In the developing field of Artificial Intelligence (AI), the ability to think quickly has become increasingly significant. The necessity of communicating with AI models efficiently becomes critical as these models get more complex. This method makes use of AI’s capacity to consider numerous options and find the best one.

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Prompt Engineer Prompt Engineering Explainability Large Language Models 109

Unite.AI

JULY 22, 2024

The use of l arge language models (LLMs) like ChatGPT is exploding across industries. Even scientists are leaning on AI to write or at least polish their work. The use of LLMs. But we’re still at the early stages, trying to strike a balance between harnessing AI without leaning too much on it and compromising quality.

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ChatGPT Prompt Engineering Prompt Engineer Explainability 278

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 Engineer 113

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 113

Unite.AI

OCTOBER 9, 2023

In the ongoing effort to make AI more like humans, OpenAI's GPT models have continually pushed the boundaries. GPT-4 is now able to accept prompts of both text and images. Multimodality in generative AI denotes a model's capability to produce varied outputs like text, images, or audio based on the input.

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ChatGPT Large Language Models AI AI 351