AWS Machine Learning Blog

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests.

Conversational AI 108

Conversational AI LLM AI AI 108

Snorkel AI

MAY 4, 2023

Details at a glance: Date: June 7 – 8, 2023 Time: 8am – 2:30pm PT / each day Format: Virtual and free Register for free today Data-centric AI: vital now more than ever AI has experienced remarkable advancements in recent months, driven by innovations in machine learning, particularly deep learning techniques.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

MAY 4, 2023

Details at a glance: Date: June 7 – 8, 2023 Time: 8am – 2:30pm PT / each day Format: Virtual and free Register for free today Data-centric AI: vital now more than ever AI has experienced remarkable advancements in recent months, driven by innovations in machine learning, particularly deep learning techniques.

Computer Vision 52

Computer Vision Large Language Models AI AI 52

Snorkel AI

JUNE 7, 2023

Mann touched on many details of the project—from the mix of the data Bloomberg used to their training sequence to the impact of the numerical precision of gradient estimates to the challenge in evaluating the performance of generative AI models. The output of generative models defies simple comparisons to test sets.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

Snorkel AI

JUNE 7, 2023

Mann touched on many details of the project—from the mix of the data Bloomberg used to their training sequence to the impact of the numerical precision of gradient estimates to the challenge in evaluating the performance of generative AI models. The output of generative models defies simple comparisons to test sets.

Data Scientist 52

Data Scientist Large Language Models Machine Learning AI 52

AWS Machine Learning Blog

AUGUST 14, 2023

Prompt engineering for zero-shot and few-shot NLP tasks on BLOOM models Prompt engineering deals with creating high-quality prompts to guide the model towards the desired responses. Prompts need to be designed based on the specific task and dataset being used. The [robot] is very nice and empathetic.

NLP 71

NLP Robotics Prompt Engineer Prompt Engineering 71

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 312

Chatbots Prompt Engineer Prompt Engineering Large Language Models 312

Analytics Vidhya

MAY 7, 2023

ChatGPT is a groundbreaking AI-enabled tool that uses GPT-3.5 technology to generate natural language responses to user inputs. Most people use it just like Google – by putting in a keyword and hoping for […] The post How to Harness the Full Potential of ChatGPT: Tips & Prompts appeared first on Analytics Vidhya.

ChatGPT 297

ChatGPT Prompt Engineer Prompt Engineering AI 297

Heartbeat

FEBRUARY 8, 2024

This evolution paved the way for the development of conversational AI. These models are trained on extensive data and have been the driving force behind conversational tools like BARD and ChatGPT. These building blocks, similar to functions and object classes, are essential components for creating generative AI programs.

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

AWS Machine Learning Blog

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support.

Insight Engine 114

Insight Engine Generative AI LLM AI 114

AWS Machine Learning Blog

MAY 3, 2023

Generative AI (GenAI) and large language models (LLMs), such as those available soon via Amazon Bedrock and Amazon Titan are transforming the way developers and enterprises are able to solve traditionally complex challenges related to natural language processing and understanding.

Large Language Models 67

Large Language Models Generative AI LLM Chatbots 67

ODSC - Open Data Science

MAY 1, 2023

Large language models (LLMs) and generative AI have taken the world by storm, allowing AI to enter the mainstream and show that AI is real and here to stay. However, a new paradigm has entered the chat, as LLMs don’t follow the same rules and expectations of traditional machine learning models.

Large Language Models 97

Large Language Models Data Scientist NLP LLM 97

Heartbeat

DECEMBER 14, 2023

Empowering Conversational AI with Contextual Recall Photo by Fredy Jacob on Unsplash Memory in Agents Memory in Agents is an important feature that allows them to retain information from previous interactions and use it to provide more accurate and context-aware responses.

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. Learn more about it in our dedicated blog series on Generative AI. From copywriting to brainstorming, customer service, email streamlining, the potential applications span vastly different areas.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

AWS Machine Learning Blog

SEPTEMBER 15, 2023

We use prompt engineering only and Flan-UL2 model as-is without fine-tuning. Conclusion In this post, we explored how to build an LLM agent that can utilize multiple tools from the ground up, using low-level prompt engineering, AWS Lambda functions, and SageMaker JumpStart as building blocks. He holds B.S.

LLM 102

LLM Prompt Engineer Prompt Engineering Large Language Models 102

Topbots

SEPTEMBER 11, 2023

The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Let’s say you have been running a traditional marketing agency for the last decade.

AI 59

AI AI UX Design Automation 59

AWS Machine Learning Blog

NOVEMBER 26, 2023

In this post, we talk about how generative AI is changing the conversational AI industry by providing new customer and bot builder experiences, and the new features in Amazon Lex that take advantage of these advances.

Generative AI 99

Generative AI Neural Network LLM Conversational AI 99

Topbots

MARCH 18, 2024

The specialized versions of GPT come pre-configured to perform specific functions, eliminating the need for intricate prompt engineering by the user. Recognizing this barrier, OpenAI introduced custom GPTs last year, offering a solution that partially addresses this challenge.

AI Tools 52

AI Tools Artificial Intelligence Artificial Intelligence Prompt Engineer 52

Unite.AI

SEPTEMBER 4, 2023

Developed by Meta with its partnership with Microsoft, this open-source large language model aims to redefine the realms of generative AI and natural language understanding. One that stresses an open-source approach as the backbone of AI development, particularly in the generative AI space.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

Unite.AI

AUGUST 8, 2023

That is Generative AI. Generative models have blurred the line between humans and machines. With the advent of models like GPT-4, which employs transformer modules, we have stepped closer to natural and context-rich language generation. billion R&D budget to generative AI, as indicated by CEO Tim Cook.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Topbots

JUNE 29, 2023

While you will absolutely need to go for this approach if you want to use Text2SQL on many different databases, keep in mind that it requires considerable prompt engineering effort. 5, 6, 7] However, amidst the hype around generative AI, recent approaches focus on autoregressive models such as the T5 model.

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

Generative AI pushes autoregressive models, while autoencoding models are waiting for their moment. For many AI companies, it seems like ChatGPT has turned into the ultimative competitor. The short answer is: ChatGPT is great for many things, but it does by far not cover the full spectrum of AI.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105