AWS Machine Learning Blog

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

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Unite.AI

SEPTEMBER 27, 2023

Generative AI refers to models that can generate new data samples that are similar to the input data. Recent estimates by McKinsey suggest that this Generative AI could offer annual savings of up to $340 billion for the banking sector alone. I work as a data scientist at a French-based financial services company.

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Flipboard

MARCH 1, 2023

Knowing how to talk to chatbots may get you hired as a prompt engineer for generative AI. Prompt engineers are experts in asking AI chatbots — which run on large language models — questions that can produce desired responses. Looking for a job in tech's hottest field?

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Prompt Engineer Prompt Engineering Generative AI Large Language Models 132

AssemblyAI

MAY 2, 2023

The term “Generative AI” has appeared as if out of thin air over the past few months. This interest can be attributed to the release of Generative models like DALL-E 2 , Imagen , and ChatGPT. But what does “Generative AI” actually mean? What is Generative AI?

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Flipboard

JULY 27, 2023

When talking to newsroom leaders about their experiments with generative AI, a new term has cropped up: prompt engineering. Prompt engineering is necessary for most interactions with LLMs, especially for publishers developing specific chatbots and quizzes. WTF is prompt engineering?

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Prompt Engineer Prompt Engineering Large Language Models AI Chatbots 123

Marktechpost

MAY 10, 2024

Generative AI (GenAI) tools have come a long way. Believe it or not, the first generative AI tools were introduced in the 1960s in a Chatbot. In 2024, we can create anything imaginable using generative AI tools like ChatGPT, DALL-E, and others. However, there is a problem.

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Prompt Engineer Prompt Engineering Large Language Models ChatGPT 138

IBM Journey to AI blog

MAY 13, 2024

This blog series demystifies enterprise generative AI (gen AI) for business and technology leaders. It provides simple frameworks and guiding principles for your transformative artificial intelligence (AI) journey. Try our enterprise-grade foundation models on watsonx with our new watsonx.ai

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Flipboard

MARCH 31, 2023

The rise in generative AI tools like ChatGPT has created a hot market for "prompt engineers." Prompt engineers" train AI chatbots to improve their …

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Prompt Engineer Prompt Engineering AI Chatbots Chatbots 123

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.

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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?

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AWS Machine Learning Blog

AUGUST 6, 2024

I explored how Bedrock enables customers to build a secure, compliant foundation for generative AI applications. Amazon Bedrock equips you with a powerful and comprehensive toolset to transform your generative AI from a one-size-fits-all solution into one that is finely tailored to your unique needs. Learn more here.

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Generative AI Prompt Engineer Prompt Engineering Large Language Models 141

AWS Machine Learning Blog

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

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AWS Machine Learning Blog

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Effective prompt engineering is key to developing natural language to SQL systems.

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Prompt Engineer Prompt Engineering Generative AI LLM 141

Unite.AI

DECEMBER 27, 2023

Generative AI is an evolving field that has experienced significant growth and progress in 2023. Generative AI has tremendous potential to revolutionize various industries, such as healthcare, manufacturing, media, and entertainment, by enabling the creation of innovative products, services, and experiences.

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AWS Machine Learning Blog

AUGUST 15, 2024

In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI. 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.

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Chatbots Generative AI AI Chatbots LLM 134

Heartbeat

APRIL 10, 2023

Indeed, it wasn’t long before ChatGPT was named “the best artificial intelligence chatbot ever released” by the NYT?. It is able to write different believable phishing messages and even generate malicious code blocks, sometimes producing output that amounted to exploitation, as well as often well-intentioned results. text-DaVinci-003).

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Prompt Engineer Prompt Engineering OpenAI ChatGPT 83

Unite.AI

AUGUST 26, 2024

The proliferation of LLMs like OpenAI’s ChatGPT, Meta’s Llama, and Anthropic’s Claude have led to a chatbot for every occasion. There are chatbots for career advice , chatbots that allow you to speak to your future self , and even a chicken chatbot that gives cooking advice.

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Conversational AI Chatbots Prompt Engineer Prompt Engineering 130

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.

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Chatbots Prompt Engineer Prompt Engineering Large Language Models 136

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 337

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.   In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications. 

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Generative AI Large Language Models AI AI 147

Unite.AI

OCTOBER 19, 2023

The same prompts that enable LLMs to engage in meaningful dialogue can be manipulated with malicious intent. Sequoia Capital projected that “generative AI can enhance the efficiency and creativity of professionals by at least 10%. Even small changes in the prompt can make the model give very different answers.

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AWS Machine Learning Blog

JULY 10, 2024

You can use the Prompt Management and Flows features graphically on the Amazon Bedrock console or Amazon Bedrock Studio, or programmatically through the Amazon Bedrock SDK APIs. As the adoption of generative AI continues to grow, many organizations face challenges in efficiently developing and managing prompts.

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AWS Machine Learning Blog

MAY 1, 2024

Numerous customers face challenges in managing diverse data sources and seek a chatbot solution capable of orchestrating these sources to offer comprehensive answers. This post presents a solution for developing a chatbot capable of answering queries from both documentation and databases, with straightforward deployment.

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Flipboard

DECEMBER 6, 2024

These days, proponents of learning analytics are exploring how the advent of ChatGPT and other generative AI tools bring new possibilities and raise new ethical questions for the practice. One possible application is to use new AI tools to help educators and researchers make sense of all the student data theyve been collecting.

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AI Tools Large Language Models Chatbots ChatGPT 174

Marktechpost

NOVEMBER 16, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

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Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 105

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.

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Chatbots LLM Prompt Engineer Prompt Engineering 168

AWS Machine Learning Blog

DECEMBER 11, 2024

In this post, we illustrate the importance of generative AI in the collaboration between Tealium and the AWS Generative AI Innovation Center (GenAIIC) team by automating the following: Evaluating the retriever and the generated answer of a RAG system based on the Ragas Repository powered by Amazon Bedrock.

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Generative AI Chatbots Prompt Engineer Prompt Engineering 74

Unite.AI

SEPTEMBER 30, 2024

But within the cybersecurity industry specifically, the excitement around Generative AI (genAI) is still justified; it just might take longer than investors and analysts anticipated to change the sector entirely. But that's not quite the case. Here’s what I mean.

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Prompt Engineer Prompt Engineering Large Language Models Chatbots 173

Pickl AI

NOVEMBER 6, 2024

Summary : Prompt engineering is a crucial practice in Artificial Intelligence that involves designing specific prompts to guide Generative AI models. This discipline is essential for optimising human-AI interactions. This discipline is essential for optimising human-AI interactions.

Prompt Engineer 52

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Marktechpost

JUNE 19, 2024

In recent years, generative AI has surged in popularity, transforming fields like text generation, image creation, and code development. Learning generative AI is crucial for staying competitive and leveraging the technology’s potential to innovate and improve efficiency.

Artificial Intelligence 125

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 125

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps).

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Generative AI Prompt Engineer Prompt Engineering AI 134

IBM Journey to AI blog

APRIL 24, 2024

They are also vulnerable to prompt injections , a significant security flaw with no apparent fix. As generative AI applications become increasingly ingrained in enterprise IT environments, organizations must find ways to combat this pernicious cyberattack. It is harder to apply to open-ended chatbots and the like.

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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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Marktechpost

JULY 25, 2024

Introduction to Large Language Models Difficulty Level: Beginner This course covers large language models (LLMs), their use cases, and how to enhance their performance with prompt tuning. This short course also includes guidance on using Google tools to develop your own Generative AI apps.

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Large Language Models Prompt Engineer Prompt Engineering Chatbots 116

AWS Machine Learning Blog

SEPTEMBER 6, 2024

In this post, we illustrate how Vidmob , a creative data company, worked with the AWS Generative AI Innovation Center (GenAIIC) team to uncover meaningful insights at scale within creative data using Amazon Bedrock. Use case overview Vidmob aims to revolutionize its analytics landscape with generative AI.

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Unite.AI

JUNE 6, 2024

AI, by design, has a “mind of its own.” 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.

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Prompt Engineer Prompt Engineering LLM Large Language Models 147

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