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 183

LLM Chatbots Automation Prompt Engineer 183

Marktechpost

MAY 10, 2024

Believe it or not, the first generative AI tools were introduced in the 1960s in a Chatbot. The main reason for that is the need for prompt engineering skills. Generative AI can produce new content, but you need proper prompts; hence, jobs like prompt engineering exist.

Prompt Engineering 138

Prompt Engineering Prompt Engineer Large Language Models ChatGPT 138

Marktechpost

JULY 4, 2023

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

Prompt Engineering 116

Prompt Engineering Prompt Engineer Artificial Intelligence Artificial Intelligence 116

AssemblyAI

JULY 19, 2024

Sonnet, recently announced by Anthropic , sets new industry benchmarks for many LLM tasks. call transcript.lemur.task() , a flexible endpoint that allows you to specify any prompt. Sonnet, specify aai.LemurModel.claude3_5_sonnet for the model when calling the LLM. In this tutorial, you'll learn how to use Claude 3.5

Prompt Engineering 299

Prompt Engineering Prompt Engineer LLM Python 299

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.

Prompt Engineer 278

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 278

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.

LLM 243

LLM Large Language Models Chatbots Natural Language Processing 243

Unite.AI

SEPTEMBER 27, 2023

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. Every financial service aims to craft its own fine-tuned LLMs using open-source models like LLAMA 2 or Falcon.

Generative AI 305

Generative AI Large Language Models Prompt Engineer Prompt Engineering 305

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

LLM 264

LLM Large Language Models Chatbots Artificial Intelligence 264

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 126

LLM Prompt Engineering Prompt Engineer Large Language Models 126

Flipboard

DECEMBER 6, 2023

Enterprises turn to Retrieval Augmented Generation (RAG) as a mainstream approach to building Q&A chatbots. The end goal was to create a chatbot that would seamlessly integrate publicly available data, along with proprietary customer-specific Q4 data, while maintaining the highest level of security and data privacy.

Chatbots 168

Chatbots LLM Prompt Engineer Prompt Engineering 168

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.

Chatbots 335

Chatbots Prompt Engineering Prompt Engineer Large Language Models 335

AWS Machine Learning Blog

MAY 30, 2024

Instead, Vitech opted for Retrieval Augmented Generation (RAG), in which the LLM can use vector embeddings to perform a semantic search and provide a more relevant answer to users when interacting with the chatbot. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system.

Chatbots 135

Chatbots Prompt Engineer Prompt Engineering Large Language Models 135

Towards AI

NOVEMBER 14, 2024

This week, I am super excited to finally announce that we released our first independent industry-focus course: From Beginner to Advanced LLM Developer. Put a dozen experts (frustrated ex-PhDs, graduates, and industry) and a year of dedicated work, and you get the most practical and in-depth LLM Developer course out there (~90 lessons).

LLM 115

LLM Machine Learning Python Prompt Engineer 115

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 109

LLM Prompt Engineering Prompt Engineer Large Language Models 109

Towards AI

NOVEMBER 14, 2024

From Beginner to Advanced LLM Developer Why should you learn to become an LLM Developer? Large language models (LLMs) and generative AI are not a novelty — they are a true breakthrough that will grow to impact much of the economy. The core principles and tools of LLM Development can be learned quickly.

LLM 114

LLM Software Development Machine Learning Data Scientist 114

Unite.AI

JUNE 6, 2024

Built on large language models (LLMs), these solutions are often informed by vast amounts of disparate sources that are likely to contain at least some inaccurate or outdated information – these fabricated answers make up between 3% and 10% of AI chatbot-generated responses to user prompts.

Prompt Engineering 148

Prompt Engineering Prompt Engineer LLM Large Language Models 148

AWS Machine Learning Blog

AUGUST 15, 2024

In this post, we discuss how to use QnABot on AWS to deploy a fully functional chatbot integrated with other AWS services, and delight your customers with human agent like conversational experiences. Users of the chatbot interact with Amazon Lex through the web client UI, Amazon Alexa , or Amazon Connect.

Chatbots 134

Chatbots Generative AI AI Chatbots LLM 134

AWS Machine Learning Blog

JANUARY 4, 2024

We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Prompt engineering considerations for natural language to SQL The prompt is crucial when using LLMs to translate natural language into SQL queries, and there are several important considerations for prompt engineering.

Prompt Engineering 141

Prompt Engineering Prompt Engineer Generative AI LLM 141

AWS Machine Learning Blog

SEPTEMBER 15, 2023

Large language model (LLM) agents are programs that extend the capabilities of standalone LLMs with 1) access to external tools (APIs, functions, webhooks, plugins, and so on), and 2) the ability to plan and execute tasks in a self-directed fashion. We conclude the post with items to consider before deploying LLM agents to production.

LLM 135

LLM Prompt Engineer Prompt Engineering Large Language Models 135

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.

Chatbots 253

Chatbots LLM Explainability Large Language Models 253

Flipboard

DECEMBER 6, 2024

Chatbots that leverage AI are going to be a kind of intermediary a translator, says Zachary Pardos, an associate professor of education at the University of California at Berkeley, who is one of the editors on a forthcoming special issue of the Journal of Learning Analytics that will be devoted to generative AI in the field.

AI Tools 174

AI Tools Large Language Models Chatbots ChatGPT 174

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

Marktechpost

JUNE 15, 2024

The success of LLMs in various applications, from chatbots to data analysis, hinges on the diversity and quality of the instruction data they are trained with. Access to high-quality, diverse instruction datasets necessary for aligning LLMs is one of many challenges for the field.

Prompt Engineering 134

Prompt Engineering Prompt Engineer Auto-complete Large Language Models 134

AWS Machine Learning Blog

AUGUST 6, 2024

Customization includes varied techniques such as Prompt Engineering, Retrieval Augmented Generation (RAG), and fine-tuning and continued pre-training. Prompt Engineering involves carefully crafting prompts to get a desired response from LLMs. Amazon Bedrock supports multiple prompt engineering techniques.

Generative AI 140

Generative AI Prompt Engineering Prompt Engineer Large Language Models 140

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

Marktechpost

JULY 25, 2024

Prompt Engineering with LLaMA-2 Difficulty Level: Beginner This course covers the prompt engineering techniques that enhance the capabilities of large language models (LLMs) like LLaMA-2. It helps learn about LLM building blocks, training methodologies, and ethical considerations.

Large Language Models 116

Large Language Models Prompt Engineering Prompt Engineer Chatbots 116

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 Engineering Prompt Engineer Data Science 98

AssemblyAI

AUGUST 21, 2024

For the thousands of developers bringing new ideas to life with popular open-source pre-trained models, such as Meta’s Llama series , understanding how to use LLMs more effectively is essential for improving their use-case-specific performance. At their core, LLMs generate probability distributions over word sequences.

LLM 257

LLM Prompt Engineer Prompt Engineering Algorithm 257

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.

Chatbots 78

Chatbots Prompt Engineering Prompt Engineer ChatGPT 78

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.

ChatGPT 269

ChatGPT Natural Language Processing Large Language Models LLM 269

IBM Journey to AI blog

JULY 23, 2024

In the accompanying launch announcement, Meta stated that “[their] goal in the near future is to make Llama 3 multilingual and multimodal, have longer context, and continue to improve overall performance across LLM capabilities such as reasoning and coding.” ” Today’s launch of Llama 3.1 Likewise, Llama 3.1

LLM 249

LLM Large Language Models Generative AI Responsible AI 249

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.

ChatGPT 110

ChatGPT Prompt Engineering Prompt Engineer Large Language Models 110

Towards AI

JULY 27, 2024

Claude AI is an LLM based on the powerful transformer architecture and like OpenAI’s ChatGPT, it can generate text, translate languages, as well as write different kinds of compelling content. It can interact with users like a normal AI chatbot; however, it also boasts some unique features that make it different from others.

ChatGPT 116

ChatGPT Prompt Engineering Prompt Engineer Explainability 116

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.

Large Language Models 105

Large Language Models Auto-complete Prompt Engineering Prompt Engineer 105

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.

Large Language Models 100

Large Language Models Prompt Engineer Prompt Engineering LLM 100

Marktechpost

OCTOBER 1, 2024

Large Language Models (LLMs) have become a cornerstone in artificial intelligence, powering everything from chatbots and virtual assistants to advanced text generation and translation systems. Well-designed prompts reduce ambiguity, minimize token usage, and streamline the model’s processing.

Large Language Models 72

Large Language Models LLM Prompt Engineering Prompt Engineer 72

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