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

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

Marktechpost

JULY 4, 2023

Over a million users are already using the revolutionary chatbot for interaction. 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 112

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 112

Heartbeat

APRIL 10, 2023

Indeed, it wasn’t long before ChatGPT was named “the best artificial intelligence chatbot ever released” by the NYT?. 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. text-DaVinci-003).

Prompt Engineering 83

Prompt Engineering Prompt Engineer OpenAI ChatGPT 83

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. Morgan Stanley , for instance, has integrated OpenAI-powered chatbots as a tool for their financial advisors.

Generative AI 304

Generative AI Large Language Models Prompt Engineer Prompt Engineering 304

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

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 Engineer Prompt Engineering Machine Learning 98

IBM Journey to AI blog

FEBRUARY 13, 2024

They are now capable of natural language processing ( NLP ), grasping context and exhibiting elements of creativity. The quality of outputs depends heavily on training data, adjusting the model’s parameters and prompt engineering, so responsible data sourcing and bias mitigation are crucial.

Generative AI 343

Generative AI AI AI Chatbots 343

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 Engineering 52

Prompt Engineering Prompt Engineer Natural Language Processing NLP 52

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

Auto-complete 240

Auto-complete ChatGPT Large Language Models Neural Network 240

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

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 Data Science LLM 52

AWS Machine Learning Blog

JANUARY 4, 2024

We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. The following diagram illustrates a basic Text2SQL flow.

Prompt Engineering 141

Prompt Engineering Prompt Engineer Generative AI LLM 141

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

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 126

LLM Prompt Engineering Prompt Engineer Large Language Models 126

Towards AI

DECEMBER 28, 2023

The introduction of attention mechanisms has notably altered our approach to working with deep learning algorithms, leading to a revolution in the realms of computer vision and natural language processing (NLP). LLMs can perform many types of language tasks, such as translating languages, analyzing sentiments, chatbot conversations etc.

Large Language Models 122

Large Language Models Natural Language Processing Deep Learning Prompt Engineer 122

AWS Machine Learning Blog

MAY 7, 2024

Tasks such as routing support tickets, recognizing customers intents from a chatbot conversation session, extracting key entities from contracts, invoices, and other type of documents, as well as analyzing customer feedback are examples of long-standing needs. We also examine the uplift from fine-tuning an LLM for a specific extractive task.

Prompt Engineering 126

Prompt Engineering Prompt Engineer Large Language Models LLM 126

Unite.AI

JANUARY 23, 2024

From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Unlike traditional NLP models which rely on rules and annotations, LLMs like GPT-3 learn language skills in an unsupervised, self-supervised manner by predicting masked words in sentences.

Large Language Models 100

Large Language Models Prompt Engineer Prompt Engineering LLM 100

ODSC - Open Data Science

DECEMBER 26, 2024

Quick Builder Demos Coming to the AI BuildersSummit These 10-minute workshops are all about bringing awesome AI applications to liferapidly building AI-driven solutions like chatbots, AI agents, and RAG systems in real time. We will also get a short overview of the existing open-source models and datasets.

Data Science 52

Data Science Prompt Engineer Prompt Engineering AI 52

Towards AI

SEPTEMBER 10, 2023

Why LLM-powered chatbots haven’t taken the world by storm just yet This member-only story is on us. Upgrade to access all of Medium. Following this introduction, businesses from all sectors became captivated by the prospect of training LLMs with their data to build their own domain-specific… Read the full blog for free on Medium.

LLM 111

LLM Prompt Engineering Prompt Engineer Large Language Models 111

ODSC - Open Data Science

SEPTEMBER 18, 2023

Getting started with natural language processing (NLP) is no exception, as you need to be savvy in machine learning, deep learning, language, and more. To get you started on your journey, we’ve released a new on-demand Introduction to NLP course. Here are some more details.

NLP 52

NLP Neural Network Deep Learning Large Language Models 52

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. That’s why enriching your analysis with trusted, fit-for-use, third-party data is key to ensuring long-term success.

Prompt Engineering 52

Prompt Engineering Prompt Engineer Data Science NLP 52

Marktechpost

MAY 29, 2024

Introduction to Transformer-Based Natural Language Processing This course teaches how Transformer-based large language models (LLMs) are used in modern NLP applications. Prompt Engineering with LLaMA-2 This course covers the prompt engineering techniques that enhance the capabilities of large language models (LLMs) like LLaMA-2.

Neural Network 92

Neural Network Natural Language Processing Large Language Models Deep Learning 92

Unite.AI

SEPTEMBER 19, 2024

Conversational AI : Developing intelligent chatbots that can handle both customer service queries and more complex, domain-specific tasks. Cohere Cohere specializes in natural language processing (NLP) and provides scalable solutions for enterprises, enabling secure and private data handling.

LLM 246

LLM Automation Large Language Models OpenAI 246

Marktechpost

JULY 12, 2024

Natural Language Processing (NLP) focuses on the interaction between computers and humans through natural language. Techniques like prompt engineering and hyperparameter tuning necessitate extensive testing of multiple configurations to identify the best-performing setup, leading to high resource consumption.

Algorithm 100

Algorithm LLM Large Language Models NLP 100

Marktechpost

AUGUST 13, 2023

Speech Recognition is one of the recently developed techniques in the NLP domain. Transformers in NLP also played a major role in implementing this model. These techniques via AI chatbots are often used by many multinational companies for online calls and seminars. The model size was also increased using this model.

AI Modeling 98

AI Modeling Large Language Models Prompt Engineer Prompt Engineering 98

Artificial Corner

JULY 30, 2023

Natural Language Processing (NLP) is a subfield of artificial intelligence. Prompts design is a process of creating prompts which are the instructions and context that are given to Large Language Models to achieve the desired task. What are large language models used for?

Large Language Models 98

Large Language Models LLM Natural Language Processing Deep Learning 98

Unite.AI

NOVEMBER 30, 2023

Randy and I both come from finance and algorithmic trading backgrounds, which led us to take the concept of matching requests with answers to build our own NLP for hyper-specific inquiries that would get asked at locations. We had a scheduled press release to announce our patent-pending Context-based NLP upgrade for December 6, 2022.

Large Language Models 147

Large Language Models LLM NLP Conversational AI 147

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

NLP 96

NLP Prompt Engineer Prompt Engineering Robotics 96

Analytics Vidhya

APRIL 25, 2024

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries.

Machine Learning 315

Machine Learning Natural Language Processing AI Modeling Prompt Engineering 315

Flipboard

SEPTEMBER 14, 2023

Many use AI chatbots as nothing more than search engines — but with enough know-how, you can have these impressive LLMs write complicated code, debug previously written code, write copy, write music, and more. You’ll need to tailor this section based on your career field, experiences and various skills.

Artificial Intelligence 145

Artificial Intelligence Artificial Intelligence Natural Language Processing ChatGPT 145

Analytics Vidhya

JUNE 28, 2024

Innovations like zero-shot, one-shot, and few-shot prompting have revolutionized this aspect, permitting fashions to generalize, adapt, and research from a restricted wide variety of examples.

Machine Learning 304

Machine Learning Prompt Engineering Prompt Engineer Chatbots 304

AWS Machine Learning Blog

OCTOBER 6, 2023

Large language models (LLMs) are revolutionizing fields like search engines, natural language processing (NLP), healthcare, robotics, and code generation. Another essential component is an orchestration tool suitable for prompt engineering and managing different type of subtasks.

Generative AI 141

Generative AI LLM Natural Language Processing Metadata 141

Bugra Akyildiz

JULY 16, 2023

Articles LLM Arena You want to use a chatbot or LLM, but you do not know which one to pick? In here, the distinction is that base models want to complete documents(with a given context) where assistant models can be used/tricked into performing tasks with prompt engineering. It uses FastChat under the hood for evaluation.

LLM 52

LLM Chatbots Neural Network Large Language Models 52

Chatbots Life

MAY 12, 2023

As everything is explained from scratch but extensively I hope you will find it interesting whether you are NLP Expert or just want to know what all the fuss is about. We will discuss how models such as ChatGPT will affect the work of software engineers and ML engineers. Because language models are jerks.

ChatGPT 90

ChatGPT Software Engineer NLP ML Engineer 90

Marktechpost

JULY 30, 2023

To further enhance accessibility, Stack Overflow integrates the knowledge base of Stack Overflow for Teams into their new chatbot, StackPlusOne, seamlessly integrated with Slack. GenAI Stack Exchange is the designated hub for discussions about prompt engineering, AI optimization, and staying up-to-date with the ever-evolving GenAI tools.

Natural Language Processing 98

Natural Language Processing Prompt Engineer Prompt Engineering AI 98

AWS Machine Learning Blog

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. The web channel includes an Amplify hosted website with an Amazon Lex embedded chatbot for a fictitious customer.

Generative AI 129

Generative AI Automation Chatbots AI 129