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?

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Prompt Engineering Prompt Engineer LLM Large Language Models 291

Analytics Vidhya

APRIL 28, 2023

Mastering Prompt Engineering With OpenAI’s ChatGPT OpenAI is a cutting-edge artificial intelligence research organization backed by Microsoft. It has introduced a new short course on prompt engineering for developers utilizing its state-of-the-art language model, ChatGPT.

Prompt Engineer 319

Prompt Engineer Prompt Engineering OpenAI Artificial Intelligence 319

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 Engineering 260

Prompt Engineering Prompt Engineer LLM Python 260

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. This makes us all prompt engineers to a certain degree. Venture capitalists are pouring funds into startups focusing on prompt engineering, like Vellum AI.

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Prompt Engineering Prompt Engineer ChatGPT Large Language Models 246

Unite.AI

AUGUST 1, 2023

GPT-4: Prompt Engineering ChatGPT has transformed the chatbot landscape, offering human-like responses to user inputs and expanding its applications across domains – from software development and testing to business communication, and even the creation of poetry. Imagine you're trying to translate English to French.

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Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

ODSC - Open Data Science

AUGUST 29, 2023

With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must. So we have to ask, what kind of job now and in the future will use prompt engineering as part of its core skill set? They streamline prompt development, shaping how AI responds to users across industries.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Natural Language Processing 98

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 ?

Prompt Engineering 98

Prompt Engineering Prompt Engineer Large Language Models Software Engineer 98

Towards AI

APRIL 10, 2023

It’s worth noting that prompt engineering plays a critical role in the success of training such models. In carefully crafting effective “prompts,” data scientists can ensure that the model is trained on high-quality data that accurately reflects the underlying task. Some examples of prompts include: 1.

Prompt Engineering 98

Prompt Engineering Prompt Engineer Data Scientist Natural Language Processing 98

Flipboard

APRIL 18, 2023

In fact, Natural Language Processing (NLP) tools such as OpenAI’s ChatGPT, Google Bard, and Bing Chat are not only revolutionising how we access and share … Everybody can breathe out. Next generation artificial intelligence isn’t the existential threat to tech jobs the AI doomers imagined it would be.

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Prompt Engineering Prompt Engineer Natural Language Processing Artificial Intelligence 164

Marktechpost

JULY 4, 2023

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 is the text fed to the Large Language Model. Prompt engineering involves designing a prompt for a satisfactory response from the model.

Prompt Engineer 116

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 116

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.

Prompt Engineering 97

Prompt Engineering Prompt Engineer Large Language Models Data Science 97

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.

Prompt Engineer 291

Prompt Engineer Prompt Engineering Large Language Models AI Researcher 291

Marktechpost

AUGUST 11, 2024

Artificial intelligence, particularly natural language processing (NLP), has become a cornerstone in advancing technology, with large language models (LLMs) leading the charge. However, the true potential of these LLMs is realized through effective prompt engineering.

Prompt Engineer 119

Prompt Engineer Prompt Engineering Natural Language Processing Large Language Models 119

Artificial Corner

JULY 7, 2023

Unlocking the Power of AI Language Models through Effective Prompt Crafting Midjourney In the world of artificial intelligence (AI), one of the most exciting and rapidly evolving areas is Natural Language Processing (NLP). NLP is a branch of AI that focuses on the interaction between humans and computers using natural language.

Prompt Engineer 84

Prompt Engineer Prompt Engineering NLP Explainability 84

Topbots

JULY 24, 2023

Harnessing the full potential of AI requires mastering prompt engineering. This article provides essential strategies for writing effective prompts relevant to your specific users. Let’s explore the tactics to follow these crucial principles of prompt engineering and other best practices.

Prompt Engineering 98

Prompt Engineering Prompt Engineer LLM ChatGPT 98

Great Learning

JUNE 20, 2023

Introduction In the realm of natural language processing (NLP), Prompt engineering has emerged as a powerful technique to enhance the performance and adaptability of language models. By carefully designing prompts, we can shape the behavior and output of these models to achieve specific tasks or generate targeted responses.

Prompt Engineering 72

Prompt Engineering Prompt Engineer Natural Language Processing NLP 72

Heartbeat

APRIL 10, 2023

At this point, a new concept emerged: “Prompt Engineering.” What is Prompt Engineering? The output produced by language models varies significantly with the prompt served. And many are now calling it “the career of the future.” ?What

Prompt Engineering 83

Prompt Engineering Prompt Engineer OpenAI ChatGPT 83

Analytics Vidhya

SEPTEMBER 29, 2023

Introduction Generative Artificial Intelligence (AI) models have revolutionized natural language processing (NLP) by producing human-like text and language structures. But how do we evaluate the effectiveness of these generative AI models […] The post Evaluation of GenAI Models and Search Use Case appeared first on Analytics Vidhya.

Natural Language Processing 343

Natural Language Processing NLP Artificial Intelligence Artificial Intelligence 343

Unite.AI

OCTOBER 2, 2023

When fine-tuned, they can achieve remarkable results on a variety of NLP tasks. Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. They've been trained on so much data that they've absorbed a lot of facts and figures.

LLM 298

LLM Prompt Engineer Prompt Engineering Large Language Models 298

Unite.AI

APRIL 26, 2024

Large Language Models (LLMs) have revolutionized the field of natural language processing (NLP) by demonstrating remarkable capabilities in generating human-like text, answering questions, and assisting with a wide range of language-related tasks. While effective in various NLP tasks, few LLMs, such as Flan-T5, adopt this architecture.

Large Language Models 277

Large Language Models Prompt Engineering Prompt Engineer Neural Network 277

Analytics Vidhya

JULY 7, 2023

Introduction Natural Language Processing (NLP) models have become increasingly popular in recent years, with applications ranging from chatbots to language translation. However, one of the biggest challenges in NLP is reducing ChatGPT hallucinations or incorrect responses generated by the model.

ChatGPT 302

ChatGPT Natural Language Processing NLP Chatbots 302

Analytics Vidhya

JANUARY 4, 2024

Introduction In the rapidly evolving landscape of artificial intelligence, especially in NLP, large language models (LLMs) have swiftly transformed interactions with technology. Since the groundbreaking ‘Attention is all you need’ paper in 2017, the Transformer architecture, notably exemplified by ChatGPT, has become pivotal.

BERT 271

BERT Large Language Models NLP Artificial Intelligence 271

Artificial Corner

AUGUST 3, 2023

Prompt engineering in under 10 minutes — theory, examples and prompting on autopilot Master the science and art of communicating with AI. ChatGPT showed people what are the possibilities of NLP and AI in general. ChatGPT showed people what are the possibilities of NLP and AI in general.

Prompt Engineering 84

Prompt Engineering Prompt Engineer Large Language Models Explainability 84

Unite.AI

SEPTEMBER 27, 2023

FINGPT FinGPT's Operations : Data Sourcing and Engineering : Data Acquisition : Uses data from reputable sources like Yahoo, Reuters, and more, FinGPT amalgamates a vast array of financial news, spanning US stocks to CN stocks. But FinGPT isn't confined to sentiment analysis alone.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

Artificial Corner

JULY 23, 2024

In this week’s guest post, Diana is sharing with us free prompt engineering courses to master ChatGPT. As you might know, prompt engineering is a skill that you need to have to master ChatGPT. Here are the best free prompt engineering resources on the internet. Check them out!

Prompt Engineer 66

Prompt Engineer Prompt Engineering ChatGPT OpenAI 66

ODSC - Open Data Science

JANUARY 29, 2024

The role of prompt engineer has attracted massive interest ever since Business Insider released an article last spring titled “ AI ‘Prompt Engineer Jobs: $375k Salary, No Tech Backgrund Required.” It turns out that the role of a Prompt Engineer is not simply typing questions into a prompt window.

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM Data Science 52

Unite.AI

JANUARY 25, 2024

Natural Language Processing (NLP), a field at the heart of understanding and processing human language, saw a significant increase in interest, with a 195% jump in engagement. This spike in NLP underscores its central role in the development and application of generative AI technologies.

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Prompt Engineer Prompt Engineering NLP Generative AI 182

ODSC - Open Data Science

FEBRUARY 16, 2024

Recently, we posted an in-depth article about the skills needed to get a job in prompt engineering. Now, what do prompt engineering job descriptions actually want you to do? Here are some common prompt engineering use cases that employers are looking for.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Chatbots 52

Unite.AI

JANUARY 2, 2024

Large Language Models (LLMs) have contributed to advancing the domain of natural language processing (NLP), yet an existing gap persists in contextual understanding. Augmentation: Following retrieval, the RAG model integrates user query with relevant retrieved data, employing prompt engineering techniques like key phrase extraction, etc.

LLM 243

LLM Large Language Models Chatbots Natural Language Processing 243

AWS Machine Learning Blog

JANUARY 4, 2024

One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. Effective prompt engineering is key to developing natural language to SQL systems. The following diagram illustrates a basic Text2SQL flow.

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Prompt Engineer Prompt Engineering Generative AI LLM 141

Unite.AI

NOVEMBER 3, 2023

Introduction Prompt engineering focuses on devising effective prompts to guide Large Language Models (LLMs) such as GPT-4 in generating desired responses. A well-crafted prompt can be the difference between a vague or inaccurate answer and a precise, insightful one.

Prompt Engineer 147

Prompt Engineer Prompt Engineering Large Language Models LLM 147

ODSC - Open Data Science

NOVEMBER 4, 2024

This post is meant to walk through some of the steps of how to take your LLMs to the next level, focusing on critical aspects like LLMOps, advanced prompt engineering, and cloud-based deployments. If you are happy with Anthropic’s Opus model and the prompt you wrote, great!

Prompt Engineering 52

Prompt Engineering Prompt Engineer BERT Large Language Models 52

AWS Machine Learning Blog

MARCH 4, 2024

However, when employing the use of traditional natural language processing (NLP) models, they found that these solutions struggled to fully understand the nuanced feedback found in open-ended survey responses. Traditional NLP methods will identify topics as “hardships,” “disappointed,” “kind staff,” and “get through tough times.”

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NLP Prompt Engineer Prompt Engineering LLM 132

ODSC - Open Data Science

JULY 31, 2023

With the explosion in user growth with AIs such as ChatGPT and Google’s Bard , prompt engineering is fast becoming better understood for its value. If you’re unfamiliar with the term, prompt engineering is a crucial technique for effectively utilizing text-based large language models (LLMs) like ChatGPT and Bard.

Prompt Engineering 52

Prompt Engineering Prompt Engineer LLM Data Science 52

Heartbeat

AUGUST 25, 2023

Introduction Prompt Engineering is arguably the most critical aspect in harnessing the power of Large Language Models (LLMs) like ChatGPT. However; current prompt engineering workflows are incredibly tedious and cumbersome. Logging prompts and their outputs to .csv First install the package via pip.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Large Language Models Metadata 52

Unite.AI

JANUARY 11, 2024

They serve as a core building block in many natural language processing (NLP) applications today, including information retrieval, question answering, semantic search and more. With further research intoprompt engineering and synthetic data quality, this methodology could greatly advance multilingual text embeddings.

Large Language Models 147

Large Language Models Prompt Engineer Prompt Engineering BERT 147

Towards AI

MARCH 17, 2023

From fluent dialogue generation to text summarisation, and article generation, language models have made it extremely easy for anyone to build an NLP-powered product. All that is needed is a carefully constructed prompt that is able to extract the required functionality out of the LLM.

NLP 98

NLP LLM Large Language Models Prompt Engineer 98