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

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.

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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.

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Prompt Engineer Prompt Engineering 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 Engineer Prompt Engineering 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.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Unite.AI

JUNE 27, 2024

Artificial Intelligence (AI) has witnessed rapid advancements over the past few years, particularly in Natural Language Processing (NLP). Two key techniques driving these advancements are prompt engineering and few-shot learning. To improve customer engagement and efficiency, they implemented IBM's Watsonx Assistant.

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Prompt Engineer Prompt Engineering AI Modeling Large Language Models 147

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 98

Prompt Engineer Prompt Engineering NLP Explainability 98

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 Engineer 98

Prompt Engineer Prompt Engineering 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 ?

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Prompt Engineer Prompt Engineering 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.

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Prompt Engineer Prompt Engineering 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 Engineer Prompt Engineering 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.

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Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 113

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

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 Research 291

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 97

Prompt Engineer Prompt Engineering ChatGPT OpenAI 97

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 117

Prompt Engineer Prompt Engineering Natural Language Processing Large Language Models 117

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 Engineer 98

Prompt Engineer Prompt Engineering 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 Engineer 72

Prompt Engineer Prompt Engineering 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 Engineer 83

Prompt Engineer Prompt Engineering 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.

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Natural Language Processing NLP Artificial Intelligence Artificial Intelligence 343

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 Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Explainability 98

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.

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LLM Prompt Engineering Prompt Engineer 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.

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Large Language Models Prompt Engineering Prompt Engineer Neural Network 277

Unite.AI

SEPTEMBER 20, 2023

Transformers in NLP In 2017, Cornell University published an influential paper that introduced transformers. These are deep learning models used in NLP. Hugging Face , started in 2016, aims to make NLP models accessible to everyone. This discovery fueled the development of large language models like ChatGPT.

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LLM NLP BERT Python 342

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.

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ChatGPT Natural Language Processing NLP Chatbots 302

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.

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Generative AI Prompt Engineering Prompt Engineer Data Scientist 127

AWS Machine Learning Blog

NOVEMBER 6, 2024

The rise of large language models (LLMs) and foundation models (FMs) has revolutionized the field of natural language processing (NLP) and artificial intelligence (AI). With Amazon Bedrock, you can integrate advanced NLP features, such as language understanding, text generation, and question answering, into your applications.

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NLP Python Generative AI Machine Learning 114

Flipboard

MARCH 6, 2025

Anthropic launches upgraded Console with team prompt collaboration tools and Claude 3.7 Sonnet's extended thinking controls, addressing enterprise AI development challenges while democratizing prompt engineering across technical and non-technical teams. Read More

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Prompt Engineer Prompt Engineering AI Developer AI Development 178

Pickl AI

JANUARY 7, 2025

Summary: Prompt Engineers play a crucial role in optimizing AI systems by crafting effective prompts. It also highlights the growing demand for Prompt Engineers in various industries. Introduction The demand for Prompt Engineering in India has surged dramatically. What is Prompt Engineering?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Natural Language Processing NLP 52

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.

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Generative AI Large Language Models Prompt Engineering Prompt Engineer 304

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

AWS Machine Learning Blog

JANUARY 30, 2025

The team developed an innovative solution to streamline grant proposal review and evaluation by using the natural language processing (NLP) capabilities of Amazon Bedrock. By thoughtfully designing prompts, practitioners can unlock the full potential of generative AI systems and apply them to a wide range of real-world scenarios.

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Prompt Engineering Prompt Engineer Generative AI Software Development 88

Towards AI

FEBRUARY 7, 2025

This article explores how prompt engineering & LLMs offer a digital, quick, and better annotation approach over manual ones This member-only story is on us. Last Updated on February 7, 2025 by Editorial Team Author(s): Nabanita Roy Originally published on Towards AI. Upgrade to access all of Medium. Behind the Medium paywall?

NLP 98

NLP Prompt Engineering Prompt Engineer Machine Learning 98

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 Engineer 52

Prompt Engineer Prompt Engineering Data Science LLM 52

AWS Machine Learning Blog

JANUARY 22, 2025

Converting free text to a structured query of event and time filters is a complex natural language processing (NLP) task that can be accomplished using FMs. For our specific task, weve found prompt engineering sufficient to achieve the results we needed. Fine-tuning Train the FM on data relevant to the task.

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Prompt Engineering Prompt Engineer Natural Language Processing Machine Learning 109

AWS Machine Learning Blog

AUGUST 30, 2024

Prompt engineering best practices for Meta Llama 3 The following are best practices for prompt engineering for Meta Llama 3: Base model usage – Base models offer the following: Prompt-less flexibility – Base models in Meta Llama 3 excel in continuing sequences and handling zero-shot or few-shot tasks without requiring specific prompt formats.

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Prompt Engineer Prompt Engineering Metadata Generative AI 80

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.

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Prompt Engineer Prompt Engineering Large Language Models Chatbots 52