AWS Machine Learning - AI

SEPTEMBER 24, 2024

Working with the AWS Generative AI Innovation Center , DoorDash built a solution to provide Dashers with a low-latency self-service voice experience to answer frequently asked questions, reducing the need for live agent assistance, in just 2 months. You can deploy the solution in your own AWS account and try the example solution.

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AWS Machine Learning - AI

JULY 30, 2024

Mediasearch Q Business supercharges the way you consume media files by using them as part of the knowledge base used by Amazon Q Business to generate reliable answers to user questions. We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region.

Media 88

Media Lambda AWS Video 88

Cloud Conformity

MARCH 1, 2019

The Five Pillars of AWS Well-Architected Framework?—?Understanding Understanding What Makes the Cloud Secure The 5 pillars to a well-architected house At Cloud Conformity, we often harp on about the AWS Well-Architected Framework and for very good reason. Why should I use the architected framework at all?

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AWS Cloud Software Review Infrastructure 40

AWS Machine Learning - AI

AUGUST 26, 2024

At AWS, we are transforming our seller and customer journeys by using generative artificial intelligence (AI) across the sales lifecycle. It will be able to answer questions, generate content, and facilitate bidirectional interactions, all while continuously using internal AWS and external data to deliver timely, personalized insights.

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Generative AI AWS Artificial Inteligence Technical Review 104

AWS Machine Learning - AI

JULY 11, 2024

This solution shows how Amazon Bedrock agents can be configured to accept cloud architecture diagrams, automatically analyze them, and generate Terraform or AWS CloudFormation templates. Solution overview Before we explore the deployment process, let’s walk through the key steps of the architecture as illustrated in Figure 1.

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. With just a few configuration steps, you can dramatically expand your chatbot’s knowledge base and capabilities, all while maintaining a streamlined UI.

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AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills.

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Generative AI AWS Applications Artificial Inteligence 110

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. It uses the provided conversation history, action groups, and knowledge bases to understand the context and determine the necessary tasks. The AI assistant interprets the user’s text input.

Artificial Inteligence 113

Artificial Inteligence Lambda Knowledge Base IoT 113

AWS Machine Learning - AI

DECEMBER 6, 2023

To create AI assistants that are capable of having discussions grounded in specialized enterprise knowledge, we need to connect these powerful but generic LLMs to internal knowledge bases of documents. Then we introduce you to a more versatile architecture that overcomes these limitations.

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Artificial Inteligence Analytics Knowledge Base Lambda 106

John Snow Labs

JULY 28, 2023

Real-time Updates and Scalability: John Snow Labs’ LLM platform ensures that the information provided remains up-to-date and relevant. Organizations can update documents in near-real-time without the need for retraining the entire system, guaranteeing that users receive the latest answers based on the most recent data.

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Artificial Inteligence AWS Software Review Healthcare 52

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

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Generative AI Artificial Inteligence Technical Review Development Team Review 118

AWS Machine Learning - AI

MAY 7, 2024

For a generative AI powered Live Meeting Assistant that creates post call summaries, but also provides live transcripts, translations, and contextual assistance based on your own company knowledge base, see our new LMA solution. AWS CDK version 2.0 AWS CDK version 2.0

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Artificial Inteligence Meeting Generative AI AWS 110

AWS Machine Learning - AI

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

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AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

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AWS Machine Learning - AI

SEPTEMBER 23, 2024

An LLM is prompted to formulate a helpful answer based on the user’s questions and the retrieved chunks. Amazon Bedrock Knowledge Bases offers a streamlined approach to implement RAG on AWS, providing a fully managed solution for connecting FMs to custom data sources. Output only the generated question with a "?"

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AWS Machine Learning - AI

MAY 13, 2024

Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock. You can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. It’s serverless, so you don’t have to manage any infrastructure.

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AWS Machine Learning - AI

FEBRUARY 1, 2024

Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs). The data sources may be PDF documents on a file system, data from a software as a service (SaaS) system like a CRM tool, or data from an existing wiki or knowledge base.

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AWS Machine Learning - AI

JUNE 5, 2024

Skyflow experienced this growth and documentation challenge in early 2023 as it expanded globally from 8 to 22 AWS Regions, including China and other areas of the world such as Saudi Arabia, Uzbekistan, and Kazakhstan. The following figure illustrates how Skyflow deployed VerbaGPT on AWS. Build the RAG pipeline.

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Technical Review Artificial Inteligence Generative AI Systems Review 99

Existek

OCTOBER 18, 2023

With advancements driven by research breakthroughs, increased computing power, larger datasets, and innovative model architectures, it introduced sophisticated generative AI models. AWS HealthScribe The next example is the newly introduced HIPAA-eligible service introduced by Amazon Web Services. What is generative AI?

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AWS Machine Learning - AI

JULY 31, 2024

It allows LLMs to reference authoritative knowledge bases before generating responses, producing output tailored to specific contexts while providing relevance, accuracy, and efficiency. He holds passion about meta-agents, scalable on-demand inference, advanced RAG solutions and cost optimized prompt engineering with LLMs.

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Artificial Inteligence Generative AI Policies Guidelines 104

Cloudera

DECEMBER 20, 2023

At our recent Evolve Conference in New York we were extremely excited to announce our founding AI ecosystem partners: Amazon Web Services (“AWS“), NVIDIA, and Pinecone. In the AMP, Pinceone’s vector database uses these knowledge bases to imbue context into chatbot responses, ensuring useful outputs.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 75

Kentik

MAY 14, 2019

Regardless of the exact “whys,” adoption of cloud architectures doesn’t happen in a vacuum. And so, whenever we talk about “multi-cloud” architectures, we should also consider “hybrid-cloud” architectures — these two scenarios go hand-in-hand when we take a holistic look at an organization’s network infrastructure.

Cloud 103

Cloud Azure How To AWS 103

Codegiant

JULY 2, 2020

Scalable: The CI tests are run on separate machines. You can create API documentation, status pages, knowledge bases, product roadmaps, etc. Knowledge bases and FAQs. AWS CodeCommit AWS CodeCommit (another code management tool) is a similar alternative to Google Cloud Source Repositories.

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Software Review Open Source Systems Review AWS 52

AWS Machine Learning - AI

SEPTEMBER 18, 2024

We provide our code base on GitHub for you to follow along, suggest possible enhancements and modifications, and help you innovate with generative AI in personalization. Generative AI on AWS can transform user experiences for customers while maintaining brand consistency and your desired customization.

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AWS Machine Learning - AI

JANUARY 31, 2024

This post was co-written with Ricardo Perdigao, Solution Architecture Manager at Mendix, a Siemens business. Overview In 2016, a new era of innovation began when Mendix announced a strategic collaboration with AWS. In this post, we share how Mendix is revolutionizing customer experiences using Amazon Bedrock and generative AI.

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iTexico

AUGUST 9, 2019

This billing plan tends to be fairly agile, as you retain the options for cancellation, exchanging regions, and scalability. However, while reserved capacity billing can be cost-effective for the right people, the more appealing benefit that Microsoft Azure provides for billing structure lies in its resource consumption-based model.

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AWS Machine Learning - AI

AUGUST 2, 2024

An approach to product stewardship with generative AI Large language models (LLMs) are trained with vast amounts of information crawled from the internet, capturing considerable knowledge from multiple domains. However, their knowledge is static and tied to the data used during the pre-training phase.

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Artificial Inteligence Generative AI Energy Knowledge Base 95

AWS Machine Learning - AI

SEPTEMBER 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you’re already familiar with. Solution overview The following diagram illustrates the solution architecture and data flow.

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Altexsoft

MARCH 30, 2023

The relatively new storage architecture powering Databricks is called a data lakehouse. To dive deeper into details, read our article Data Lakehouse: Concept, Key Features, and Architecture Layers. These improvements become possible due to the core components of the Databricks architecture — Delta Lake and Unity Catalog.

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Weak Development Team Artificial Inteligence Machine Learning Software Review 64