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.

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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.

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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.

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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

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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.

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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.

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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.

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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.

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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!

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AWS Machine Learning Blog

APRIL 24, 2024

An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user. The decision is made with the support of an LLM by passing the system prompt, chat history, and user’s question. on Amazon Bedrock.

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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.

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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.

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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? Jon Krohn｜Chief Data Scientist｜Nebula.io

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ODSC - Open Data Science

MAY 9, 2024

Designed for robust text analytics and generation, DBRX excels in information retrieval, text summarization, machine translation, conversational AI, and content creation. Its key features include open-source accessibility, scalability, and seamless integration with the popular Databricks platform.

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Explosion

FEBRUARY 15, 2023

As many large financial institutions push to use Natural Language Processing (NLP) to digitize their customer support channels, smaller financial institutions like credit unions and community banks are having a tough time to keep pace. Posh Technologies is a Boston, Massachusetts-based conversational AI and NLP technology development company.

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Topbots

OCTOBER 4, 2023

The basic difference is that predictive AI outputs predictions and forecasts, while generative AI outputs new content. Here are a few examples across various domains: Natural Language Processing (NLP) : Predictive NLP models can categorize text into predefined classes (e.g., a social media post or product description).

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Heartbeat

FEBRUARY 8, 2024

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. These models are trained on extensive data and have been the driving force behind conversational tools like BARD and ChatGPT. Run the following command:

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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.

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Pragnakalp

FEBRUARY 1, 2024

Exploration of Dialogflow CX The weblog will provide an in-depth understanding of Dialogflow CX, highlighting its pivotal role in crafting intelligent conversational agents. Readers will gain insights into its features, functionalities, and its unique position in the realm of conversational AI platforms.

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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.

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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).

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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.

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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.

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Unite.AI

NOVEMBER 2, 2023

At the highest level we were using AI and machine learning to detect events as they happen around the world. and NLP to determine what people were talking about. Through the analysis of conversations, AI can provide valuable information to help you comprehensively understand your customers and their journey.

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Analytics Vidhya

MARCH 23, 2023

In a world where artificial intelligence (AI) continues transforming industries, privacy concerns are increasingly becoming a hot topic. The recent revelation that an AI known as ‘Bard’ has been trained with users’ Gmail data has sparked widespread debate amongst the masses.

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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?

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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.

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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?

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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.

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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.

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Topbots

JANUARY 30, 2023

In the business context, this can lead to bad surprises when too much power is given to an LLM. On the other hand, the race is on — all major AI labs are planting their seeds to enhance LLMs with additional capabilities, and there is plenty of space for a cheerful glance into the future.

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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.

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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?

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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

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Topbots

DECEMBER 5, 2023

These inputs are trained end-to-end with a pre-trained LLM and applied to various embodied tasks, including sequential robotic manipulation planning, visual question answering, and captioning. Email Address * Name * First Last Company * What areas of AI research are you interested in?

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Topbots

SEPTEMBER 11, 2023

Your product then fills this information into a carefully crafted prompt template and asks the LLM to generate the text. Fine-tuning is the way to go when using open-source models, but LLM API providers such as OpenAI and Cohere are also increasingly offering fine-tuning functionality.

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Topbots

DECEMBER 19, 2023

This method produced a benchmark dataset with variability in LLM safety judgments across various demographic groups of raters (2.5 For 20% of conversations, it was difficult to decide whether the chatbot response was Safe or Unsafe, as there was a roughly equal number of respondents labeling them as either safe or unsafe.

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