ODSC - Open Data Science

OCTOBER 24, 2024

Time is running out to get your pass to the can’t-miss technical AI conference of the year. Our incredible lineup of speakers includes world-class experts in AI engineering, AI for robotics, LLMs, machine learning, and much more. When your data consists of various patient chart document types (e.g.

LLM 52

LLM ML Data Science Robotics 52

Google Research AI blog

MAY 18, 2023

We continue to focus on making AI more understandable, interpretable, fun, and usable by more people around the world. It’s a mission that is particularly timely given the emergence of generative AI and chatbots. Based on this study, PAIR’s researchers built PromptInfuser , a design tool plugin for authoring LLM-infused mock-ups.

Responsible AI 65

Responsible AI AI AI ML 65

AWS Machine Learning Blog

OCTOBER 17, 2023

In this post, we describe how Amazon Pharmacy implemented its customer care agent assistant chatbot solution using AWS AI products, including foundation models in Amazon SageMaker JumpStart to accelerate its development. Agents use a separate internal customer care UI to ask questions to the LLM-based Q&A chatbot (Step 2).

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LLM Chatbots Explainability Generative AI 127

AWS Machine Learning Blog

SEPTEMBER 25, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing FMs from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

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LLM Generative AI Large Language Models Artificial Intelligence 119

IBM Journey to AI blog

JULY 23, 2024

In the accompanying launch announcement, Meta stated that “[their] goal in the near future is to make Llama 3 multilingual and multimodal, have longer context, and continue to improve overall performance across LLM capabilities such as reasoning and coding.” ” Today’s launch of Llama 3.1 Likewise, Llama 3.1

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LLM Large Language Models Generative AI Responsible AI 250

NVIDIA

OCTOBER 2, 2024

Brave , a privacy-focused web browser, recently launched a smart AI assistant called Leo AI that, in addition to providing search results, helps users summarize articles and videos, surface insights from documents, answer questions and more. Local vs. Cloud Brave’s Leo AI can run in the cloud or locally on a PC through Ollama.

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Responsible AI Large Language Models AI AI 116

AWS Machine Learning Blog

JUNE 18, 2024

Manually identifying all mentions of specific types of information in documents is extremely time-consuming and labor-intensive. This process must be repeated for every new document and entity type, making it impractical for processing large volumes of documents at scale.

Large Language Models 124

Large Language Models Natural Language Processing LLM Computer Vision 124

Marktechpost

MAY 30, 2024

Inspect Rich Documents with Gemini Multimodality and Multimodal RAG This course covers using multimodal prompts to extract information from text and visual data and generate video descriptions with Gemini. Introduction to Responsible AI This course explains what responsible AI is, its importance, and how Google implements it in its products.

Artificial Intelligence 132

Artificial Intelligence Artificial Intelligence BERT Computer Vision 132

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). RAG LLMs have the advantage of reducing hallucinations, by explaining the source of each fact, and enabling the use of private documents to answer questions.

Chatbots 52

Chatbots LLM Large Language Models NLP 52

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). RAG LLMs have the advantage of reducing hallucinations, by explaining the source of each fact, and enabling the use of private documents to answer questions.

Chatbots 52

Chatbots LLM Large Language Models NLP 52

Unite.AI

MARCH 15, 2024

It uses advanced AI and semantic search technologies to transform online search. Moreover, the search engine uses LLM combined with live data to answer questions and summarize information based on the top sources. AI Summaries: Provides AI generated summaries with images and videos for insights.

AI 306

AI AI OpenAI Chatbots 306

AWS Machine Learning Blog

OCTOBER 2, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

LLM 97

LLM Generative AI Data Scientist Artificial Intelligence 97

Unite.AI

JANUARY 23, 2024

Large language models (LLMs) have exploded in popularity over the last few years, revolutionizing natural language processing and AI. From chatbots to search engines to creative writing aids, LLMs are powering cutting-edge applications across industries. Retrieval augments LLMs by allowing huge external context.

Large Language Models 130

Large Language Models Prompt Engineer Prompt Engineering LLM 130

John Snow Labs

OCTOBER 2, 2023

Moreover, LangTest extends its capabilities beyond just frameworks, offering compatibility with numerous LLM sources like OpenAI and AI21, enabling users to harness the power of diverse language models in their NLP pipelines. Preaparing for Testing You can check the LangTest documentation or tutorials for detailed view of config.

Responsible AI 52

Responsible AI Automation NLP Natural Language Processing 52

Marktechpost

JULY 16, 2024

Embedding-based methods transform the context into fewer embedding tokens, yet they suffer from limitations such as large model sizes, low effectiveness due to untuned decoder components, fixed compression rates, and inefficiencies in handling multiple context documents. Check out the Paper. Also, don’t forget to follow us on Twitter.

Large Language Models 109

Large Language Models LLM Responsible AI AI Researcher 109

AWS Machine Learning Blog

SEPTEMBER 13, 2024

The image damage analysis notification agent is responsible for doing a preliminary analysis of the images uploaded for a damage. This agent invokes a Lambda function that internally calls the Anthropic Claude Sonnet large language model (LLM) on Amazon Bedrock to perform preliminary analysis on the images.

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Metadata Automation LLM NLP 131

Unite.AI

OCTOBER 25, 2024

Here is the suite of solutions that EverythingAI TM offers: Banking : AI significantly enhances banking processes by streamlining tasks like customer onboarding through automated document extraction, which reduces manual effort and speeds up account creation. GDPR, CCPA) and industry regulations (e.g.,

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Automation Explainability Responsible AI AI Automation 147

AWS Machine Learning Blog

SEPTEMBER 26, 2024

This domain knowledge is traditionally captured in reference manuals, service bulletins, quality ticketing systems, engineering drawings, and more, but the quantity and complexity of documents is growing and takes time to learn. How can I trace the reasoning of my model back to source documents to build user trust?” “How

Chatbots 106

Chatbots Generative AI Metadata LLM 106

NVIDIA

MAY 1, 2024

Say It Out Loud ChatRTX uses retrieval-augmented generation , NVIDIA TensorRT-LLM software and NVIDIA RTX acceleration to bring chatbot capabilities to RTX-powered Windows PCs and workstations. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

AI Modeling 122

AI Modeling Neural Network Chatbots Metadata 122

Unite.AI

AUGUST 14, 2024

Anand Kannappan is Co-Founder and CEO of Patronus AI , the industry-first automated AI evaluation and security platform to help enterprises catch LLM mistakes at scale. Our mission is to enhance enterprise confidence in generative AI. What initially attracted you to computer science?

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LLM AI AI Large Language Models 130

Towards AI

JULY 27, 2024

We will also discuss how it differs from the most popular generative AI tool ChatGPT. Claude AI Claude AI is developed by Anthropic, an AI startup company backed by Google and Amazon, and is dedicated to developing safe and beneficial AI. ChatGPT vs. Claude AI: How do they differ? Let’s compare.

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ChatGPT Prompt Engineering Prompt Engineer Explainability 104

AWS Machine Learning Blog

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Insight Engine 133

Insight Engine Generative AI LLM AI 133

AWS Machine Learning Blog

NOVEMBER 19, 2024

Fourth, we’ll address responsible AI, so you can build generative AI applications with responsible and transparent practices. Fifth, we’ll showcase various generative AI use cases across industries. And finally, get ready for the AWS DeepRacer League as it takes it final celebratory lap.

ML 85

ML Generative AI AI AI 85

AWS Machine Learning Blog

JUNE 20, 2024

We used a large language model (LLM) with query examples to make the search work using the language used by Imperva internal users (business analysts). Data was made available to our users through a simplified user experience powered by an LLM. Using an LLM with the right examples can make this task less difficult.

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LLM Generative AI Machine Learning Data Science 106

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.

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Generative AI LLM Machine Learning Chatbots 128

AWS Machine Learning Blog

OCTOBER 11, 2024

This post dives deep into Amazon Bedrock Knowledge Bases , which helps with the storage and retrieval of data in vector databases for RAG-based workflows, with the objective to improve large language model (LLM) responses for inference involving an organization’s datasets. The LLM response is passed back to the agent.

Metadata 101

Metadata Generative AI LLM Data Ingestion 101

AWS Machine Learning Blog

JULY 29, 2024

Requests and responses between Salesforce and Amazon Bedrock pass through the Einstein Trust Layer , which promotes responsible AI use across Salesforce. Solution overview With the Salesforce Einstein Model Builder BYO LLM feature, you can invoke Amazon Bedrock models in your AWS account. Have Amazon Bedrock set up.

Generative AI 119

Generative AI LLM Large Language Models AI 119

AWS Machine Learning Blog

MARCH 14, 2024

We formulated a text-to-SQL approach where by a user’s natural language query is converted to a SQL statement using an LLM. This data is again provided to an LLM, which is asked to answer the user’s query given the data. To enable quick information retrieval, we use Amazon Kendra as the index for these documents.

Generative AI 124

Generative AI LLM AI AI 124

AWS Machine Learning Blog

SEPTEMBER 23, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

LLM 87

LLM Large Language Models Automation Machine Learning 87

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 Engineering Prompt Engineer 52

AWS Machine Learning Blog

JUNE 20, 2024

It allows LLMs to reference authoritative knowledge bases or internal repositories before generating responses, producing output tailored to specific domains or contexts while providing relevance, accuracy, and efficiency. Generation is the process of generating the final response from the LLM.

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Auto-classification LLM Prompt Engineer Prompt Engineering 130

AWS Machine Learning Blog

OCTOBER 23, 2024

For instance, when developing a medical search engine, obtaining a large dataset of real user queries and relevant documents is often infeasible due to privacy concerns surrounding personal health information. These PDFs will serve as the source for generating document chunks.

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Auto-complete Auto-classification Generative AI Artificial Intelligence 80

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. This reduces the burden on developers to write extensive documentation manually.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

AWS Machine Learning Blog

JULY 3, 2024

We recently announced the general availability of Guardrails for Amazon Bedrock , which allows you to implement safeguards in your generative artificial intelligence (AI) applications that are customized to your use cases and responsible AI policies. Each medical record is a Word document.

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Generative AI Responsible AI Large Language Models Artificial Intelligence 127

IBM Journey to AI blog

OCTOBER 16, 2023

This is where AI governance comes into play: addressing these potential and inevitable problems of adoption. AI governance refers to the practice of directing, managing and monitoring an organization’s AI activities. Generative AI chatbots have been known to insult customers and make up facts.

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Metadata Explainability Automation Explainable AI 244

AWS Machine Learning Blog

SEPTEMBER 6, 2024

From internal knowledge bases for customer support to external conversational AI assistants, these applications use LLMs to provide human-like responses to natural language queries. We used Amazon’s Q2 2023 10Q report as the source document from the SEC’s public EDGAR dataset to create 10 question-answer-fact triplets.

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Generative AI LLM AI AI 93

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. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers.

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Generative AI Large Language Models Explainability LLM 94