Unite.AI

JULY 22, 2024

His latest venture, OpenFi , equips large companies with conversational AI on WhatsApp to onboard and nurture customer relationships. Can you explain why you believe the term “chatbot” is inadequate for describing modern conversational AI tools like OpenFi? We refer to our conversational AI as Superhuman.

Conversational AI 130

Conversational AI Chatbots NLP Natural Language Processing 130

Unite.AI

NOVEMBER 30, 2023

Founded in 2016, Satisfi Labs is a leading conversational AI company. Randy and I both come from finance and algorithmic trading backgrounds, which led us to take the concept of matching requests with answers to build our own NLP for hyper-specific inquiries that would get asked at locations.

Large Language Models 147

Large Language Models LLM Conversational AI NLP 147

Topbots

JULY 24, 2023

The strategies presented in this article, are primarily relevant for developers building large language model (LLM) applications. Whether you’re engaging in AI-based conversations using ChatGPT or similar models like Claude or Bard, these guidelines will help enhance your overall experience with conversational AI.

Prompt Engineer 98

Prompt Engineer Prompt Engineering LLM ChatGPT 98

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. LLaMA by Meta AI Summary The Meta AI team asserts that smaller models trained on more tokens are easier to retrain and fine-tune for specific product applications. The instruction tuning involves fine-tuning the Q-Former while keeping the image encoder and LLM frozen.

LLM 106

LLM Large Language Models Natural Language Processing Chatbots 106

Topbots

APRIL 29, 2024

This paper, first published in December 2022, may not cover the most recent developments in LLM reasoning but still offers a comprehensive survey of available approaches. They also explore the potential future directions in the field, aiming to bridge the gap between LLM capabilities and human-like reasoning. Reasoning process.

LLM 59

LLM Large Language Models Natural Language Processing AI Research 59

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

ODSC - Open Data Science

MAY 1, 2023

To learn more about the technology that is currently taking over your conversations and newsfeeds, check out these upcoming ODSC East sessions. NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning Dr. Jon Krohn｜Chief Data Scientist｜Nebula.io Jon Krohn｜Chief Data Scientist｜Nebula.io

LLM 52

LLM Generative AI Large Language Models Data Science 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 74

Large Language Models LLM Chatbots Natural Language Processing 74

Topbots

AUGUST 22, 2023

Large Language Models (LLMs) present a unique challenge when it comes to performance evaluation. Unlike traditional machine learning where outcomes are often binary, LLM outputs dwell in a spectrum of correctness. auto-evaluation) and using human-LLM hybrid approaches. Consider harnessing LLMs for building an evaluation set.

LLM 52

LLM Auto-complete Large Language Models Machine Learning 52

IBM Journey to AI blog

SEPTEMBER 19, 2023

How does generative AI code generation work? Generative AI for coding is possible because of recent breakthroughs in large language model (LLM) technologies and natural language processing (NLP). Some generative AI for code tools automatically create unit tests to help with this.

Auto-complete 247

Auto-complete Generative AI Artificial Intelligence Artificial Intelligence 247

AWS Machine Learning Blog

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Metadata 121

Metadata LLM NLP Conversational AI 121

Unite.AI

SEPTEMBER 24, 2024

Exploring LangChain LangChain is a helpful framework designed to simplify AI models' development, integration, and deployment, particularly those focused on Natural Language Processing (NLP) and conversational AI. Next, LangChain is installed and configured to integrate with NVIDIA NIM.

Inference Engine 162

Inference Engine Large Language Models AI AI 162

Unite.AI

FEBRUARY 19, 2024

In the modern business context, hyperautomation is a technological extrapolation to amplify the enterprise digital journey by accelerating crucial innovation initiatives, AI adoption, and driving digital decision-making. Simply put, it is a superior iteration of intelligent automation. This shift is expected to become the norm by 2024.

Neural Network 182

Neural Network Natural Language Processing Automation Robotics 182

ODSC - Open Data Science

FEBRUARY 16, 2024

As you’ve likely already seen out in the wild, many businesses are interested in building question-answering tools, chatbots, conversational AI, recommender systems, and diving into customer service applications. The future of customer interactions is conversational, personalized, and powered by AI.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Chatbots 52

ODSC - Open Data Science

MAY 1, 2023

A big way is with containerization by using tools such as Docker to package an LLM and its dependencies into a single container. Monitoring Models Monitoring LLM models in production is critical to ensure that they are performing well and meeting the needs of users.

Large Language Models 97

Large Language Models Data Scientist NLP Data Science 97

Topbots

JULY 6, 2023

To test this suggestion, they trained a 175B-parameter autoregressive language model, called GPT-3 , and evaluated its performance on over two dozen NLP tasks. The second pre-training stage performs vision-to-language generative learning by connecting the output of the Q-Former to a frozen LLM. What are the results?

LLM 52

LLM Large Language Models Natural Language Processing OpenAI 52

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

Marktechpost

MARCH 1, 2024

Researchers from the NLP Group, Department of Computer Science and Technology, Institute for Artificial Intelligence, Beijing Information Science and Technology National Research Center, Tsinghua University introduced a novel framework named Ouroboros, which emerges as a beacon of innovation.

Large Language Models 111

Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 111

Chatbots Life

MAY 16, 2023

Master of Code partners with the world’s leading brands to design, develop and launch apps, chat, and voice Сonversational AI experiences across a multitude of channels. as a certified partner for delivering end-to-end Conversational AI professional services leveraging LivePerson’s Conversational Cloud.

Generative AI 98

Generative AI Chatbots Conversational AI Software Development 98

ODSC - Open Data Science

JULY 12, 2024

The fields of AI and data science are changing rapidly and ODSC West 2024 is evolving to ensure we keep you at the forefront of the industry with our all-new tracks, AI Agents , What’s Next in AI, and AI in Robotics , and our updated tracks NLP, NLU, and NLG , and Multimodal and Deep Learning , and LLMs and RAG.

Robotics 40

Robotics Deep Learning NLP Large Language Models 40

Mlearning.ai

JUNE 7, 2023

Photo by Eugene Zhyvchik on Unsplash I wanted to share a short perspective of the radical evolution we have seen in NLP. I’ve been working on NLP problems since word2vec was released, and it has been remarkable to see how quickly the models, problems, and applications have evolved. GPT-2 released with 1.5

Natural Language Processing 52

Natural Language Processing BERT NLP ChatGPT 52

NYU Center for Data Science

JUNE 30, 2023

NYUTron , the large language model (LLM), is able to read physicians’ notes and estimate patients’ risk of death, length of hospital stays, and other health factors. When Eric became a neurosurgeon, the idea fully formulated when he considered the usefulness of having an AI assistant who could read along with him and chime in with advice.

Large Language Models 89

Large Language Models Natural Language Processing BERT Computer Scientist 89

AWS Machine Learning Blog

OCTOBER 24, 2024

Agentic workflows are a fresh new perspective in building dynamic and complex business use- case based workflows with the help of large language models (LLM) as their reasoning engine or brain. In this case, use prompt engineering techniques to call the default agent LLM and generate the email validation code.

Generative AI 90

Generative AI Large Language Models Explainability LLM 90

AWS Machine Learning Blog

JUNE 25, 2024

However, the implementation of LLMs without proper caution can lead to the dissemination of misinformation , manipulation of individuals, and the generation of undesirable outputs such as harmful slurs or biased content. Introduction to guardrails for LLMs The following figure shows an example of a dialogue between a user and an LLM.

Generative AI 125

Generative AI LLM Machine Learning Chatbots 125

AWS Machine Learning Blog

AUGUST 14, 2023

In this post and accompanying notebook, we demonstrate how to deploy the BloomZ 176B foundation model using the SageMaker Python simplified SDK in Amazon SageMaker JumpStart as an endpoint and use it for various natural language processing (NLP) tasks. You can also access the foundation models thru Amazon SageMaker Studio.

NLP 78

NLP Robotics Prompt Engineer Prompt Engineering 78

John Snow Labs

JULY 28, 2023

In the field of healthcare, LLMs hold immense potential for a wide range of applications, from clinical note summarization to medical data de-identification. John Snow Labs, has introduced their Healthcare NLP library and a suite of healthcare-specific LLMs, offering industry-leading accuracy and privacy.

Large Language Models 52

Large Language Models NLP Chatbots Deep Learning 52

Marktechpost

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. Almost every industry is utilizing the potential of AI and revolutionizing itself.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

NVIDIA

SEPTEMBER 6, 2024

To address these challenges, businesses are deploying AI-powered customer service software to boost agent productivity, automate customer interactions and harvest insights to optimize operations. In nearly every industry, AI systems can help improve service delivery and customer satisfaction.

Chatbots 97

Chatbots Generative AI AI AI 97

ODSC - Open Data Science

OCTOBER 20, 2023

At the AI Expo and Demo Hall as part of ODSC West in a few weeks, you’ll have the opportunity to meet one-on-one with representatives from industry-leading organizations like Microsoft Azure, Hewlett Packard, Iguazio, neo4j, Tangent Works, Qwak, Cloudera, and others. Check them out below. Check them out for free!

NLP 52

NLP Data Science Machine Learning Data Analysis 52

Topbots

JULY 29, 2024

Here are the courses we cover: Generative AI for Everyone by DeepLearning.ai Introduction to Generative AI by Google Cloud Generative AI: Introduction and Applications by IBM ChatGPT Promt Engineering for Developers by OpenAI and DeepLearning.ai LangChain for LLM Application Development by LangChain and DeepLearning.ai

Generative AI 52

Generative AI Large Language Models Prompt Engineer Prompt Engineering 52

ODSC - Open Data Science

FEBRUARY 14, 2023

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. and is trained in a manner similar to OpenAI’s earlier InstructGPT, but on conversations. Google-killer?

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AWS Machine Learning Blog

DECEMBER 6, 2023

Despite the seemingly unstoppable adoption of LLMs across industries, they are one component of a broader technology ecosystem that is powering the new AI wave. Many conversational AI use cases require LLMs like Llama 2, Flan T5, and Bloom to respond to user queries. pip install -qU sagemaker pinecone-client==2.2.1

Metadata 112

Metadata LLM Machine Learning ML 112

AWS Machine Learning Blog

JUNE 8, 2023

If you are looking to get started with generative AI and the use of LLMs in conversational AI, this post is for you. We have included a sample project to quickly deploy an Amazon Lex bot that consumes a pre-trained open-source LLM. We also use LangChain, a popular framework that simplifies LLM-powered applications.

Generative AI 80

Generative AI LLM Machine Learning Large Language Models 80

Pragnakalp

APRIL 17, 2024

In a conversational AI-enabled voice bot, in case of obtaining data from a database or requesting information from LLM models like ChatGPT, Claude, Gemini, or LLaMA, there’s inevitably a delay while waiting for updates or responses, often leading to an awkward pause in the interaction.

NLP 59

NLP Chatbots Conversational AI Python 59

Heartbeat

NOVEMBER 6, 2023

The advent of Large Language Models (LLMs) has changed the Artificial Intelligence (AI) landscape. 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. What is LangChain?

LLM 52

LLM Machine Learning Deep Learning Natural Language Processing 52

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 79

Large Language Models Generative AI LLM Chatbots 79

AWS Machine Learning Blog

AUGUST 14, 2023

An application using the RAG approach retrieves information most relevant to the user’s request from the enterprise knowledge base or content, bundles it as context along with the user’s request as a prompt, and then sends it to the LLM to get a response. The LLM returns with a response that is based on the retrieved documents.

Generative AI 75

Generative AI LLM NLP Large Language Models 75