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. 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.

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LLM Prompt Engineer Prompt Engineering Large Language Models 120

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. 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 98

LLM Prompt Engineer Prompt Engineering Large Language Models 98

Chatbots Life

AUGUST 31, 2023

The Chatbot Conference 2023 is just around the corner, and we’ve curated an experience that’s set to be more insightful and impactful than ever before. Holistic Curriculum : From Prompt Engineering to Knowledge Bases, we’ve got you covered. Join us to dive deep into the evolving world of chatbots, AI, and UX.

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Chatbots Prompt Engineer Prompt Engineering ChatGPT 97

ODSC - Open Data Science

DECEMBER 21, 2023

Your Guide to Starting With RAG for LLM-Powered Applications In this post, we take a closer look at how RAG has emerged as the ideal starting point when it comes to designing enterprise LLM-powered applications. RAG vs Finetuning — Which Is the Best Tool to Boost Your LLM Application? Grab your tickets for 70% off by Friday!

LLM 98

LLM Prompt Engineer Prompt Engineering Data Science 98

IBM Journey to AI blog

APRIL 24, 2024

Prompt injections are a type of attack where hackers disguise malicious content as benign user input and feed it to an LLM application. The hacker’s prompt is written to override the LLM’s system instructions, turning the app into the attacker’s tool. Breaking down how the remoteli.io The remoteli.io

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LLM Large Language Models Chatbots Artificial Intelligence 230

Unite.AI

OCTOBER 19, 2023

OpenAI's ChatGPT is a renowned chatbot that leverages the capabilities of OpenAI's GPT models. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones. Showing hidden data.

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Prompt Engineer Prompt Engineering Large Language Models LLM 277

Unite.AI

JANUARY 2, 2024

Augmentation: Following retrieval, the RAG model integrates user query with relevant retrieved data, employing prompt engineering techniques like key phrase extraction, etc. This step effectively communicates the information and context with the LLM , ensuring a comprehensive understanding for accurate output generation.

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LLM Large Language Models Chatbots Natural Language Processing 243

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

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Large Language Models LLM Natural Language Processing Deep Learning 98

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Prompt engineering is crucial to steering LLMs effectively.

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Large Language Models Prompt Engineer Prompt Engineering LLM 130

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. In addition, we’ll discuss a variety of tools that form the modern LLM application development stack.

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Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Chatbots Life

SEPTEMBER 19, 2023

Do you ever wonder why LLMs Hallucinate or get things completely wrong? The answer lies in understanding the fundamental structure of an LLM and how it works. One of the biggest misconceptions is in thinking that LLMs have knowledge or that they are programs. Here is the crucial difference between both. Till next time ?

LLM 52

LLM Large Language Models Prompt Engineer Prompt Engineering 52

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

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ChatGPT Prompt Engineer Prompt Engineering Large Language Models 95

Marktechpost

APRIL 16, 2024

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

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Large Language Models Prompt Engineer Prompt Engineering Auto-complete 99

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. What is LLM distillation? How does LLM distillation work?

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. What is LLM distillation? How does LLM distillation work?

LLM 52

LLM Data Scientist Neural Network Data Science 52

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

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. The prompt should be clear, concise, and aligned with the desired output.

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LLM Chatbots Explainability Large Language Models 253

Towards AI

MARCH 15, 2024

In this article, I aim to share my experience as a software engineer using a question-driven approach to designing an LLM-powered application. The design is similar to a traditional application but considers LLM-powered application-specific characters and components. Let’s look at LLM-powered application characters first.

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Large Language Models LLM Software Engineer Prompt Engineer 102

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 Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Marktechpost

APRIL 1, 2024

Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level. The Art of Prompt Engineering with ChatGPT This book teaches the art of working with ChatGPT with the help of prompt engineering.

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ChatGPT Large Language Models Prompt Engineer Prompt Engineering 110

Towards AI

DECEMBER 28, 2023

Deep learning fundamentals(with or without maths)– Major topics to focus on from LLM point of view are MP Neuron, perceptron, Sigmoid neuron, FFNN, Backpropagation, various types of Gradient descent, Activation functions, Representation of words like word2vec, RNN, GRU, LSTM. Expand your skillset by… courses.analyticsvidhya.com 2.

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Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 109

AWS Machine Learning Blog

FEBRUARY 14, 2024

It enables you to privately customize the FMs with your data using techniques such as fine-tuning, prompt engineering, and Retrieval Augmented Generation (RAG), and build agents that run tasks using your enterprise systems and data sources while complying with security and privacy requirements.

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Prompt Engineer Prompt Engineering Generative AI AI Chatbots 115

Mlearning.ai

AUGUST 7, 2023

elderly like my mum who don’t even get familiar with usual web/app navigation or what icons they represent) There have been years (pre-LLM era) I believe one day we could move on to natural language as command interface (a.k.a The evaluation is just impression based and being very subjective LLM candidates and interface ChatGPT (gpt-3.5-turbo)

LLM 52

LLM Prompt Engineer Prompt Engineering ChatGPT 52

ODSC - Open Data Science

NOVEMBER 8, 2023

LLM Basics First and foremost, you need to understand the basics of generative AI and LLMs, such as key terminology, uses, potential issues, and primary frameworks. Do you want a chatbot, a Q&A system, or an image generator? You can even fine-tune prompts to get exactly what you want. Plan accordingly!

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Generative AI Prompt Engineer Prompt Engineering LLM 52

Analytics Vidhya

JUNE 6, 2023

They power virtual assistants, chatbots, AI systems, and other applications, allowing us to communicate with them in natural language. One can use a few tips and […] The post Mastering LLMs: A Comprehensive Guide to Efficient Prompting appeared first on Analytics Vidhya.

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Chatbots Prompt Engineer Prompt Engineering Large Language Models 303

Towards AI

MARCH 28, 2024

This week, I’m super excited to announce that we are finally releasing our book, ‘Building AI for Production; Enhancing LLM Abilities and Reliability with Fine-Tuning and RAG,’ where we gathered all our learnings. Dianasanimals is looking for students to test several free chatbots. Good morning, AI enthusiasts!

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Large Language Models Prompt Engineer Prompt Engineering AI 75

Towards AI

SEPTEMBER 26, 2023

The LLM race is also continuing to heat up, with Amazon announcing significant investment into Anthropic AI. It also looks set to beat Amazon’s Alexa to market with a LLM-powered text-to-speech chatbot. Meta also has plans to develop ‘dozens’ of chatbot personas, including ones for celebrities to interact with their fans.

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Prompt Engineer Prompt Engineering OpenAI LLM 62

Unite.AI

NOVEMBER 30, 2023

We soon realized that our contextual NLP system did not compete with ChatGPT, but could actually enhance the LLM experience. Satisfi Labs recently launched a patent for a Context LLM Response System , what is this specifically? This July, we unveiled our patent-pending Context LLM Response System.

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Large Language Models LLM Conversational AI NLP 147

deepsense.ai

JULY 30, 2023

Model training is only a small part of a typical machine learning project (source: own study) Of course, in the context of Large Language Models, we often talk about just fine tuning, few-shot learning or just prompt engineering instead of a full training procedure. Why are these elements so important? monitoring and automation).

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Large Language Models LLM Machine Learning Automation 76

ODSC - Open Data Science

FEBRUARY 28, 2024

building a deeper understanding of this hot LLM paradigm’s weaknesses, strengths, and limitations ,” there to learn more about Retrieval Augmentation Generation! Retrieval Augmented Generation (RAG) is by far one of the most popular and effective techniques to bring LLMs to production. This is a classic LLM hallucination.

LLM 52

LLM Chatbots Data Science Software Engineer 52

Towards AI

FEBRUARY 15, 2023

Meanwhile, Chinese web giant Baidu is preparing to launch a generative AI chatbot, ERNIE, later this year. This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them.

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Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

ODSC - Open Data Science

SEPTEMBER 13, 2023

How to Make Personas Using Generative AI Like ChatGPT Sometimes generic chatbots aren’t enough. Here’s how you can use AI like ChatGPT to make more customized chatbots and personas with ease. Indigos-Inspired Machine Learning as a Poetic Search for Insight Tired of love songs and sad poems? What’s their day-to-day like for one, though?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Scientist Machine Learning 52

AssemblyAI

MARCH 18, 2024

Advanced Large Language Models (LLMs) are powering chatbots, image generators, and software that can handle complicated requests from users and return near-human results. What are Large Language Models (LLMs)?

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Generative AI Large Language Models AI AI 147

ODSC - Open Data Science

FEBRUARY 6, 2024

Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference. You’ll see how it uses Retrieval Augmented Generation (RAG) to answer questions based on external data, as well as other tools for performing more specialized tasks to enrich the output of your LLM.

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Large Language Models LLM Big Data NLP 52

Viso.ai

FEBRUARY 21, 2024

For the end-user, these prompts are part of the LLM interface, which they use to interact with the model. In short, prompts are instructions in the form of natural text, images, or just data that help the model perform certain tasks. The quality and performance of the LLM depend on the quality of the prompt it is given.

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Prompt Engineer Prompt Engineering Computer Vision LLM 52

AWS Machine Learning Blog

OCTOBER 6, 2023

The applications also extend into retail, where they can enhance customer experiences through dynamic chatbots and AI assistants, and into digital marketing, where they can organize customer feedback and recommend products based on descriptions and purchase behaviors. The agent sends the personalized email campaign to the end user.

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Generative AI LLM Natural Language Processing Metadata 111

Analytics Vidhya

MAY 8, 2023

Large language models (LLM) such as GPT-4 have significantly progressed in natural language processing and generation. These models are capable of generating high-quality text with remarkable fluency and coherence. However, they often fail when tasked with complex operations or logical reasoning.

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ChatGPT Natural Language Processing Large Language Models LLM 228