ODSC - Open Data Science

MAY 1, 2023

Infuse Generative AI in your apps using Azure OpenAI Service Eve Psalti｜Principal Group Program Manager｜Microsoft Join this talk to learn how Azure OpenAI Service businesses can help you apply cutting-edge AI models (Dall-E 3, GPT-3.5, How Does Automation Impact Feature Discovery?

Large Language Models 52

Large Language Models Data Scientist Data Science Machine Learning 52

ODSC - Open Data Science

AUGUST 7, 2023

Moveworks Providing the likes of Datbricks, DocuSign, and others with a generative AI platform that aims to boost employee productivity, Moveworks uses its technology to help surface information while automating tasks through natural language. Insitro Insitro wants to bring the power of machine learning into the world of biology.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 52

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. Let’s code! " tools[2].description

Convolutional Neural Networks 52

Convolutional Neural Networks Neural Network Deep Learning Computer Scientist 52

Heartbeat

NOVEMBER 15, 2023

Entity Entity Memory in LangChain is a feature that allows the model to remember facts about specific entities in a conversation. It uses an LLM to extract information on entities and builds up its knowledge about those entities over time. Check out this free LLMOps course from industry expert Elvis Saravia of DAIR.AI.

LLM 52

LLM Large Language Models OpenAI AI 52

Mlearning.ai

JUNE 7, 2023

I worked on an early conversational AI called Marcel in 2018 when I was at Microsoft. Running concurrently to BERT’s dominance, another transformative model quietly surfaced — GPT-1, released by OpenAI. Photo by Pietro Mattia on Unsplash Now in 2023, we are firmly in the LLM hype train.

Natural Language Processing 52

Natural Language Processing BERT NLP ChatGPT 52

Heartbeat

FEBRUARY 8, 2024

Later, chatbots relied on rule-based systems and simpler machine learning approaches. This evolution paved the way for the development of conversational AI. The recent rise of Large Language Models (LLMs) has been a game changer for the ChatBot industry. Run the following command: !pip

Conversational AI 52

Conversational AI Chatbots LLM Prompt Engineer 52

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. Meta AI released LLaMA 2 models to individuals, creators, researchers, and businesses of all sizes. GPT-4 by OpenAI Summary GPT-4 is a large-scale, multimodal model that accepts image and text inputs and generates text outputs. Code implementation of GPT-4 is not available.

LLM 110

LLM Large Language Models Natural Language Processing Chatbots 110

Chatbots Life

MARCH 17, 2023

As pioneers in adopting ChatGPT technology in Malaysia, XIMNET dives in to take a look how far back does Conversational AI go? Photo by Milad Fakurian on Unsplash Conversational AI has been around for some time, and one of the noteworthy early breakthroughs was when ELIZA , the first chatbot, was constructed in 1966.

Conversational AI 52

Conversational AI ChatGPT Neural Network Chatbots 52

Heartbeat

NOVEMBER 16, 2023

An In-depth Look into Evaluating AI Outputs, Custom Criteria, and the Integration of Constitutional Principles Photo by Markus Winkler on Unsplash Introduction In the age of conversational AI, chatbots, and advanced natural language processing, the need for systematic evaluation of language models has never been more pronounced.

LLM 52

LLM Chatbots Explainability Deep Learning 52

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Our analysis is informed by the OWASP Top 10 for LLM vulnerabilities list, which is published and constantly updated by the Open Web Application Security Project (OWASP).

Large Language Models 80

Large Language Models LLM Chatbots Natural Language Processing 80

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

Large Language Models 363

Large Language Models Neural Network LLM ChatGPT 363

Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

LLM 52

LLM Large Language Models Natural Language Processing OpenAI 52

Explosion

FEBRUARY 15, 2023

We’ll also discuss how Cheyanne extended Prodigy’s interface to improve her annotators’ user experience, how she used the Prodigy community for help, and future work like integrating Prodigy’s OpenAI recipes to bootstrap annotations with zero-shot and few-shot learning. Can you tell us about your team and what you’re working on?

Chatbots 59

Chatbots NLP Data Scientist OpenAI 59

ODSC - Open Data Science

FEBRUARY 14, 2023

Since its release on November 30, 2022 by OpenAI , the ChatGPT public demo has taken the world by storm. Trained with 570 GB of data from books and all the written text on the internet, ChatGPT is an impressive example of the training that goes into the creation of conversational AI.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

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 106

LLM Prompt Engineer Prompt Engineering Large Language Models 106

TheSequence

FEBRUARY 18, 2024

Created Using DALL-E Next Week in The Sequence: Edge 371: Our series about reasoning in LLMs continues with an exploration of the Skeleton-of-Thoughts(SoT) method. We review the original SoT paper by Microsoft Research and the Dify framework for developing LLM applications. Edge 372: We review the research behind CALM.

OpenAI 109

OpenAI LLM Generative AI ML 109

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. The response from the LLM is sent back to the user.

Large Language Models 70

Large Language Models Generative AI LLM Chatbots 70

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

NOVEMBER 6, 2023

These powerful Natural Language Processing (NLP) models bring conversational AI to mainstream applications as business leaders move to integrate their products with chat-based capabilities. During this language revolution, LangChain has been the pioneer in constructing production-grade LLM-based applications. What is LangChain?

LLM 52

LLM Machine Learning Deep Learning Natural Language Processing 52

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Where to learn more about this research?

AI Researcher 111

AI Researcher AI Research Natural Language Processing Neural Network 111

Topbots

JANUARY 30, 2023

They are forced to learn only from the surface form of language, and their success criterion is not communicative efficiency but the reproduction of high-probability linguistic patterns. In the business context, this can lead to bad surprises when too much power is given to an LLM.

Large Language Models 52

Large Language Models LLM Computational Linguistics Natural Language Processing 52

Topbots

SEPTEMBER 11, 2023

Data For any kind of AI and machine learning, you need to collect and prepare your data so it reflects the real-life inputs and provides sufficient learning signals for your model. This can either be a standard machine learning dataset or a dataset with a different initial purpose that you adapt for your task.

UX Design 59

UX Design AI AI Automation 59

NVIDIA

AUGUST 10, 2023

Thousands of hackers will tweak, twist and probe the latest generative AI platforms this week in Las Vegas as part of an effort to build more trustworthy and inclusive AI. NVIDIA’s technologies are fundamental to AI, and NVIDIA was there at the beginning of the generative AI revolution. As a result, everyone gets smarter.

Generative AI 89

Generative AI Large Language Models LLM OpenAI 89

Unite.AI

APRIL 18, 2024

The field of artificial intelligence (AI) continues to push the boundaries of what was once thought impossible. From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception.

Software Engineer 261

Software Engineer Software Development LLM AI 261

Marktechpost

JULY 15, 2023

Conversational AI refers to technology like a virtual agent or a chatbot that use large amounts of data and natural language processing to mimic human interactions and recognize speech and text. In recent years, the landscape of conversational AI has evolved drastically, especially with the launch of ChatGPT.

Conversational AI 93

Conversational AI AI Modeling Large Language Models Auto-classification 93

Topbots

MAY 24, 2023

The models are contributed by tech leaders like Meta, Microsoft, Google, and OpenAI, as well as researchers across the globe. Stable LM – open source LLM. However, it’s important to note that many open-source models are built upon the foundational models released by tech giants like Meta and OpenAI.

Generative AI 119

Generative AI ChatGPT Computer Vision Natural Language Processing 119

ODSC - Open Data Science

JANUARY 11, 2024

This was a venture between Microsoft and ChatGPT creator OpenAI. Report: Microsoft About to Close $10 Billion Investment Deal with OpenAI Last year, Microsoft increased its investment in OpenAI by $10 billion, at a $29 billion valuation. This left the company with a 49% stake in the AI start-up.

Large Language Models 52

Large Language Models Artificial Intelligence Artificial Intelligence OpenAI 52

ODSC - Open Data Science

MAY 11, 2023

The latest wave of innovation around large language models (LLMs), such as ChatGPT and GPT-4, is rapidly transforming the world of bot building. Copilot allows anyone to create topics in minutes, democratizing conversational AI, and broadening the potential audience further than ever before.

Large Language Models 96

Large Language Models Chatbots Natural Language Processing Conversational AI 96

IBM Journey to AI blog

FEBRUARY 9, 2024

Prior to the current hype cycle, generative machine learning tools like the “Smart Compose” feature rolled out by Google in 2018 weren’t heralded as a paradigm shift, despite being harbingers of today’s text generating services. Sam Altman, CEO of OpenAI (whose GPT-4 model is rumored to have around 1.76

AI 238

AI AI Generative AI Artificial Intelligence 238

Topbots

JUNE 6, 2023

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105