John Snow Labs

DECEMBER 23, 2023

In the era of rapidly evolving Large Language Models (LLMs) and chatbot systems, we highlight the advantages of using LLM systems based on RAG (Retrieval Augmented Generation). The system leverages LLMs to query the knowledge base via vector database that is populated by Healthcare NLP at scale within a Databricks notebook.

LLM 52

LLM Chatbots Large Language Models NLP 52

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

Marktechpost

JULY 4, 2023

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. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc. What is prompt engineering?

Prompt Engineer 108

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 108

ODSC - Open Data Science

FEBRUARY 6, 2024

Large Language Models are everywhere these days. Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

NYU Center for Data Science

DECEMBER 12, 2023

The Center for Responsible AI (NYU R/AI) is leading this charge by embedding ethical considerations into the fabric of artificial intelligence research and development. The Center for Responsible AI is a testament to NYU’s commitment to pioneering research that upholds and advances these ideals.

Responsible AI 84

Responsible AI Large Language Models Algorithm Natural Language Processing 84

John Snow Labs

APRIL 23, 2024

A strong preference for healthcare-specific models was a key criterion when evaluating large language models (LLMs). Requiring models to be tuned specifically for healthcare (4.03 Finally, the survey explores the large amount of remaining work in applying responsible AI principles in healthcare GenAI projects.

Generative AI 52

Generative AI Large Language Models Responsible AI Explainability 52

John Snow Labs

JANUARY 29, 2024

John Snow Labs , the AI for healthcare company, has won the 2024 Global 100 Award for the Best Medical Application of Large Language Models (LLMs). The chatbot provides full explainability by always citing its sources, and prioritizes privacy through features like role-based access.

Natural Language Processing 52

Natural Language Processing Chatbots Large Language Models NLP 52

IBM Journey to AI blog

OCTOBER 16, 2023

Foundation models: The power of curated datasets Foundation models , also known as “transformers,” are modern, large-scale AI models trained on large amounts of raw, unlabeled data. The development and use of these models explain the enormous amount of recent AI breakthroughs.

Metadata 179

Metadata Explainability Automation AI 179

ODSC - Open Data Science

OCTOBER 3, 2023

If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text. This role is pivotal in harnessing the full potential of large language models.

Prompt Engineer 97

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 97

ODSC - Open Data Science

JANUARY 1, 2024

Webinars Under our Ai+ Training platform, we host playlists of past webinars that we’ve held with Microsoft. Here, we have several different playlists, including machine & deep learning , NLP , responsible AI, model explainability, and other miscellaneous data science topics.

Data Science 52

Data Science Machine Learning Deep Learning Large Language Models 52

ODSC - Open Data Science

FEBRUARY 5, 2024

This milestone is highlighted by a staggering 82 million downloads of its Spark NLP library and a significant expansion in its NLP Lab offerings. In the company’s news release, they state that this positions the company at the vanguard of generative AI technology.

NLP 52

NLP Large Language Models Data Science Artificial Intelligence 52

ODSC - Open Data Science

DECEMBER 5, 2023

We had bigger sessions on getting started with machine learning or SQL, up to advanced topics in NLP, and of course, plenty related to large language models and generative AI. Sarah Bird, PhD | Global Lead for Responsible AI Engineering | Microsoft —  Read the recap here!

Large Language Models 98

Large Language Models Data Science Artificial Intelligence Artificial Intelligence 98

AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. BLIP-2 consists of three models: a CLIP-like image encoder, a Querying Transformer (Q-Former) and a large language model (LLM).

Generative AI 103

Generative AI Natural Language Processing Machine Learning Large Language Models 103

ODSC - Open Data Science

SEPTEMBER 20, 2023

Day 2 is also the first day of our revamped Ai X Business and Innovation Summit. You’ll also find another full day of hands-on training sessions and workshops on Responsible AI, MLOps, Generative AI, and more. However, it will be the first day of ODSC Keynotes and expert-led talks.

Large Language Models 52

Large Language Models Data Science Machine Learning Prompt Engineer 52

AWS Machine Learning Blog

OCTOBER 17, 2023

One challenge that agents face is finding the precise information when answering customers’ questions, because the diversity, volume, and complexity of healthcare’s processes (such as explaining prior authorizations) can be daunting. Then we explain how the solution uses the Retrieval Augmented Generation (RAG) pattern for its implementation.

LLM 101

LLM Chatbots Explainability Generative AI 101

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

Heartbeat

AUGUST 4, 2023

One element that makes this study more important is that they have put forward an approach that adopts the ethical principles of Responsible AI. What is the corresponding model architecture? What data can power this task and model? Segment anything model workflow by Meta AI Where does “Responsible AI” fit into this work?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision Deep Learning 52

IBM Journey to AI blog

AUGUST 16, 2023

” We’ll come back to this story in a minute and explain how it relates to ChatGPT and trustworthy AI. As the world of artificial intelligence (AI) evolves, new tools like OpenAI’s ChatGPT have gained attention for their conversational capabilities.

ChatGPT 134

ChatGPT Chatbots Natural Language Processing AI Chatbots 134

ODSC - Open Data Science

JANUARY 29, 2024

Think of them as architects of language-driven AI. They design intricate sequences of prompts, leveraging their knowledge of AI, machine learning, and data science to guide powerful LLMs (Large Language Models) towards complex tasks. NLP skills have long been essential for dealing with textual data.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

AWS Machine Learning Blog

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 94

Generative AI LLM AI AI 94

Topbots

JULY 7, 2023

Let’s observe the messages stored for our sample conversation: [system]: You are ChatGPT, a large language model trained by OpenAI, based on the GPT-3.5 Then, explain the available cars that match their preferences”. Transparency and security are key in building trust and ensuring responsible AI usage.

ChatGPT 52

ChatGPT Metadata OpenAI Large Language Models 52

The MLOps Blog

MARCH 21, 2023

The user stories will explain how your data scientist will go about solving a company’s use case(s) to get to a good result. Model deployment and operationalization stack The main components of the model deployment and operationalization stack include the following: Production environment. Model serving.

Machine Learning 69

Machine Learning Data Scientist ML Metadata 69