AWS Machine Learning Blog

MAY 21, 2024

To implement these use cases, we rely on Amazon Bedrock. We dive into the technical aspects of our implementation and explain our decision to choose Amazon Bedrock as our foundation model provider. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

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Generative AI Automation Prompt Engineer Prompt Engineering 102

AWS Machine Learning Blog

MAY 7, 2024

Attending multiple meetings daily and keeping track of all ongoing topics gets increasingly more difficult to manage over time. This post presents a solution to automatically generate a meeting summary from a recorded virtual meeting (for example, using Amazon Chime ) with several participants.

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Automation Auto-complete DevOps UX Design 98

AWS Machine Learning Blog

MAY 9, 2024

The key components are as follows: Amazon Comprehend Amazon Kendra Amazon Bedrock Amazon Rekognition Amazon Transcribe A prompt template warehouse Amazon Comprehend To bolster security, Verisk aimed to block the submission of personally identifiable information (PII) within user questions.

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Towards AI

FEBRUARY 29, 2024

Operating on a publish-subscribe messaging model, where producers are tasked with publishing data to topics while consumers subscribe to these topics to process the data. Let's take a better look at the key components: Producers: They publish/push records to Kafka topics. Let’s dive in! Now let’s take a look at our data.

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AWS Machine Learning Blog

APRIL 30, 2024

Today, we announced the General Availability of Amazon Q, the most capable generative AI powered assistant for accelerating software development and leveraging companies’ internal data. We built Amazon Q Business and Amazon Q in QuickSight to make this much simpler.

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Business Intelligence Generative AI Software Development Artificial Intelligence 99

AWS Machine Learning Blog

APRIL 4, 2024

However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests. In this post, we describe how Amazon Personalize can power a scalable news recommender application.

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AI News

FEBRUARY 19, 2024

Photo by Brett Jordan on Unsplash ) See also: Amazon trains 980M parameter LLM with ’emergent abilities’ Want to learn more about AI and big data from industry leaders? Check out AI & Big Data Expo taking place in Amsterdam, California, and London.

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AWS Machine Learning Blog

APRIL 2, 2024

It’s been amazing to see the number of companies launching innovative generative AI applications on AWS using Amazon Bedrock. Siemens is integrating Amazon Bedrock into its low-code development platform Mendix to allow thousands of companies across multiple industries to create and upgrade applications with the power of generative AI.

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AI Weekly

NOVEMBER 9, 2023

pitneybowes.com In The News Olympus : the new AI model built by Amazon Amazon is working on a new AI model that could challenge the likes of ChatGPT and Bard. Amazon is doubling down on AI, investing $4 billion in Anthropic and unveiling an AI-powered Alexa. [Get your FREE eBook.]

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AWS Machine Learning Blog

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available via an API, so one can choose from a wide range of FMs to find the model that is best suited for their use case.

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Chatbots Prompt Engineer Prompt Engineering Large Language Models 91

Flipboard

MAY 5, 2023

Three weeks before it was released, another book on the same topic, with the same title, appeared on Amazon. “My Chris Cowell, a Portland, Ore.-based based software developer, spent more than a year writing a technical how-to book. My first thought was: bummer,” Cowell said. “My My second thought was: You know …

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AWS Machine Learning Blog

NOVEMBER 15, 2023

As a first step, they wanted to transcribe voice calls and analyze those interactions to determine primary call drivers, including issues, topics, sentiment, average handle time (AHT) breakdowns, and develop additional natural language processing (NLP)-based analytics. Each year, Principal handles millions of calls and digital interactions.

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AI Weekly

MARCH 28, 2024

theguardian.com Amazon invests an additional $2.75 billion into AI company Anthropic Amazon said on Wednesday it is pouring an additional $2.75 billion (€2.55 billion) into Anthropic, bringing its total investment in the artificial intelligence startup to $4 billion (€3.7

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AWS Machine Learning Blog

APRIL 18, 2024

In this post, we show you how to use LMA with Amazon Transcribe , Amazon Bedrock , and Knowledge Bases for Amazon Bedrock. The following are some of the things LMA can do: Live transcription with speaker attribution – LMA is powered by Amazon Transcribe ASR models for low-latency, high-accuracy speech to text.

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Metadata LLM Automation Large Language Models 102

AWS Machine Learning Blog

APRIL 26, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG).

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AWS Machine Learning Blog

MARCH 1, 2024

At AWS re:Invent 2023, we announced the general availability of Knowledge Bases for Amazon Bedrock. With a knowledge base, you can securely connect foundation models (FMs) in Amazon Bedrock to your company data for fully managed Retrieval Augmented Generation (RAG). Hybrid search can better handle such open-ended dialogs.

Machine Learning 102

Machine Learning Generative AI Chatbots Natural Language Processing 102

Marktechpost

NOVEMBER 28, 2023

Amazon Web Services (AWS) recently announced Amazon Q, a groundbreaking generative AI-powered assistant designed to transform the workplace. Key features and capabilities of Amazon Q include: Customization to Business Needs : Amazon Q can personalize interactions based on an organization’s existing identities, roles, and permissions.

AI Chatbots 82

AI Chatbots Generative AI Chatbots AI 82

AWS Machine Learning Blog

APRIL 25, 2024

This post delves into integrating Hugging Face’s PyAnnote for speaker diarization with Amazon SageMaker asynchronous endpoints. Solution overview Amazon Transcribe is the go-to service for speaker diarization in AWS. You can use this solution for applications dealing with multi-speaker (over 100) audio recordings.

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AWS Machine Learning Blog

MAY 7, 2024

We match the most relevant videos to text-based search queries by incorporating new multimodal embedding models like Amazon Titan Multimodal Embeddings to encode all visual, visual-meta, and transcription data. The videos from Amazon S3 are retrieved and converted to H264 vcodec format using the FFmpeg library.

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AI Weekly

JANUARY 4, 2024

artificialintelligence-news.com The top 10 people in AI hardware David Brown, Amazon Web Services David Brown, the vice president of Amazon Web Services. Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies.

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Robotics Large Language Models Artificial Intelligence Artificial Intelligence 211

Topbots

MAY 13, 2024

This trend is not newly minted but is instead borrowed from the playbooks of Big Tech giants like Microsoft, Google, and Amazon. Generative AI Solutions for Enterprises by Big Tech As leaders in the tech industry, Google, Microsoft, and Amazon boast unparalleled technical expertise and have long been pioneers in software and cloud services.

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Generative AI AI AI AI Modeling 98

ODSC - Open Data Science

SEPTEMBER 29, 2023

After months of AI-generated content flooding Amazon’s self-publishing service, the tech giant looks to crack down on AI-generated content. In a report from Fox News , Amazon is now requiring disclosure of AI-generated content after waves of complaints. At the very least, authors have to disclose if their work contains any level of AI.

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AI Weekly

OCTOBER 19, 2023

theverge.com Amazon launches its Bedrock generative AI service in general availability Amazon today announced the general availability of Bedrock, its service that offers a choice of generative AI models from Amazon itself and third-party partners through an API.

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AWS Machine Learning Blog

MARCH 11, 2024

Since implementing Amazon Personalize, VistaPrint increased their conversion rate by 10 percent and reduced their total cost of ownership by 30 percent. Transform the data to create Amazon Personalize training data. Import bulk historical data to train Amazon Personalize models. Stream ecommerce website events to a CDP.

Machine Learning 88

Machine Learning Software Engineer Data Platform Data Scientist 88

AWS Machine Learning Blog

MAY 14, 2024

You can learn how to improve your LLMs with RLHF on Amazon SageMaker, see Improving your LLMs with RLHF on Amazon SageMaker. We use an Amazon Titan model on Amazon Bedrock to find the sentiment of the customer using a Q&A bot and then notifying about negative sentiment to a human to take the appropriate actions.

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Generative AI LLM Chatbots Machine Learning 84

AWS Machine Learning Blog

NOVEMBER 6, 2023

The best LLMs can process even complex, non-linear sentence structures with ease and determine various aspects, including topic, intent, next steps, outcomes, and more. Amazon Transcribe can help you create transcripts with high accuracy for your contact center calls.

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Automation Generative AI LLM AI 98

AWS Machine Learning Blog

JANUARY 9, 2024

Amazon Q is a new generative AI-powered application that helps users get work done. Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or create summaries using your company’s data safely and securely. You can also invite Amazon Q to participate in your team channels.

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Software Engineer Metadata Software Development Generative AI 101

AI Weekly

JANUARY 11, 2024

20% off with code SUPERESSENTIALS [Register Now] superai.com In The News Amazon turns to AI to help customers find clothes that fit when shopping online After recently turning to generative AI to enhance its product reviews, e-commerce giant Amazon today shared how it’s now using AI technology to help customers shop for apparel online.

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Marktechpost

APRIL 16, 2024

This article lists the top LangChain books one should read in 2024 to deepen one’s understanding of this trending topic. The book covers topics like Auto-SQL, NER, RAG, Autonomous AI agents, and others. Generative AI on AWS “Generative AI on AWS” covers the entire generative AI project lifecycle on Amazon Bedrock.

Large Language Models 90

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 90

AWS Machine Learning Blog

FEBRUARY 9, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon via 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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Generative AI Machine Learning Python Explainability 123

AWS Machine Learning Blog

JANUARY 5, 2024

Artificial intelligence (AI) and machine learning (ML) offerings from Amazon Web Services (AWS) , along with integrated monitoring and notification services, help organizations achieve the required level of automation, scalability, and model quality at optimal cost. The pipeline should also be launched by the data push event to S3.

Data Science 103

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AWS Machine Learning Blog

JANUARY 25, 2024

Amazon Q is a new generative AI-powered application that helps users get work done. Amazon Q can become your tailored business expert and let you discover content, brainstorm ideas, or create summaries using your company’s data safely and securely. If you use Slack, refer to Deploy a Slack gateway for Amazon Q, your business expert.)

Generative AI 108

Generative AI Software Engineer Metadata Software Development 108

Unite.AI

SEPTEMBER 5, 2023

Summary for Thought Leadership Article Prompt: “Create a summary for a thought leadership article titled ‘[Your Article Title]' on [Topic of Expertise]. Best for Platforms: Company Website, Amazon, Pinterest 6. Mention the events' names, dates, and what topics like [Topic 1, Topic 2] will be covered.”

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ChatGPT Prompt Engineer Prompt Engineering Automation 279

AWS Machine Learning Blog

NOVEMBER 17, 2023

Amazon Interactive Video Service (Amazon IVS) is a managed live streaming solution that is designed to provide a quick and straightforward setup to let you build interactive video experiences and handles interactive video content from ingestion to delivery. For details about Amazon IVS costs, refer to Costs (Low-Latency Streaming).

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AI Weekly

JULY 6, 2023

singularityhub.com Amazon’s New Robots Are Rolling Out an Automation Revolution Play/Pause Button Pause Amazon's Proteus robot.Courtesy of Amazon In a giant warehouse in Reading, Massachusetts, I meet a pair of robots that look like goofy green footstools from the future. plos.org Sponsor Enterprise Devs love us.

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AWS Machine Learning Blog

MARCH 14, 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, Mistral AI, Stability AI, and Amazon via a single API. Amazon Bedrock is HIPAA eligible, and you can use Amazon Bedrock in compliance with the GDPR.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering AI 98

AWS Machine Learning Blog

NOVEMBER 30, 2023

And global services and solutions providers like Accenture are reaping the benefits of customized generative AI applications as they empower their in-house developers with Amazon CodeWhisperer. And for many of these startups, Amazon SageMaker is the answer. As model sizes and complexity have grown, so has SageMaker’s scope.

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