AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 97

Knowledge Base Scalability Applications Generative AI 97

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. AWS Landing Zone addresses this need by offering a standardized approach to deploying AWS resources.

AWS 96

AWS Lambda Applications Generative AI 96

AWS Machine Learning - AI

NOVEMBER 27, 2023

Upload embedding to a vector database (powered by OpenSearch) Prerequisites For this walkthrough, you should have the following: An AWS account with permissions to create AWS Identity and Access Management (AWS IAM) policies and roles Access to Amazon SageMaker , an instance of Amazon SageMaker Studio , and a user for Studio.

Artificial Inteligence 69

Artificial Inteligence Generative AI Data Knowledge Base 69

AWS Machine Learning - AI

MAY 14, 2024

The entire conversation in this use case, starting with generative AI and then bringing in human agents who take over, is logged so that the interaction can be used as part of the knowledge base. We also have another expert group providing feedback using Amazon SageMaker GroundTruth on completion quality for the RLHF based training.

Generative AI 83

Generative AI Artificial Inteligence AWS Applications 83

Linux Academy

MARCH 27, 2019

By completing the real-world scenarios, you are growing your personal knowledge base with skills that can be used directly on the job. Keep in mind that we have a library of over 600 Hands-On Labs across many categories such as Azure, AWS, Google Cloud, Linux, DevOps, Containers, Security, and more.

Linux 113

Linux AWS Google Cloud Azure 113

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

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 97

AWS Machine Learning - AI

FEBRUARY 28, 2024

Our solution aims to address those challenges using Amazon Bedrock and AWS Analytics Services. To address the challenges, our solution first incorporates the metadata of the data sources within the AWS Glue Data Catalog to increase the accuracy of the generated SQL query. The following diagram illustrates the solution architecture.

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Artificial Inteligence Generative AI AWS Data 104

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 94

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.

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Artificial Inteligence Lambda Generative AI Knowledge Base 100

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 107

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Solution architecture The following diagram illustrates the solution architecture.

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Generative AI Lambda AWS Technical Review 91

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 97

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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Generative AI Artificial Inteligence Report Healthcare 97

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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Artificial Inteligence Generative AI AWS Load Balancer 103

John Snow Labs

JULY 28, 2023

Additionally, the Medical Chatbot incorporates pre-built knowledge bases, including medical terminologies and biomedical research, provided by John Snow Labs. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge. hr, in addition to AWS usage fees​​. to $253.56/hr,

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Artificial Inteligence AWS Software Review Healthcare 52

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

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

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 79

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 74

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?

Generative AI 52

Generative AI Healthcare Artificial Inteligence Artificial Intelligence 52

AWS Machine Learning - AI

NOVEMBER 22, 2023

The LLM generated text, and the IR system retrieves relevant information from a knowledge base. In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart.

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Artificial Inteligence Serverless Engineering Generative AI 86

AWS Machine Learning - AI

MAY 7, 2024

Common applications for entity extraction include building a knowledge base, extracting metadata to use for personalization or search, and improving user inputs and conversation understanding within chatbots. As an AI professional, he is an active member of the AWS AI/ML Area-of-Depth team.

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Artificial Inteligence Technical Review Systems Review Software Review 88

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

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. AWS also delivers a free tier. It boasts tons of features.

Software Review 52

Software Review Open Source Systems Review AWS 52

AWS Machine Learning - AI

NOVEMBER 30, 2023

The number of companies launching generative AI applications on AWS is substantial and building quickly, including adidas, Booking.com, Bridgewater Associates, Clariant, Cox Automotive, GoDaddy, and LexisNexis Legal & Professional, to name just a few. Innovative startups like Perplexity AI are going all in on AWS for generative AI.

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Generative AI AWS Artificial Inteligence Software Review 120

AWS Machine Learning - AI

MARCH 19, 2024

Maintenance teams assess asset health, capture images for Amazon Rekognition -based functionality summaries, and anomaly root cause analysis using intelligent searches with Retrieval Augmented Generation (RAG). Solution overview The following diagram illustrates the solution architecture. Request access to the Amazon Bedrock model.

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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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Generative AI AWS Innovation Artificial Inteligence 76

iTexico

AUGUST 9, 2019

Companies like Amazon and IBM work off of Amazon Web Services, abbreviated to AWS. If you’re looking for a cloud services platform with a hefty, extensive portfolio, then AWS should fit your preferences. It’s currently the cloud market leader, outpacing any of its competitors by a fairly large margin.

Azure 8

Azure Cloud Disaster Recovery Data Center 8

Codegiant

JULY 10, 2020

Jira supports the following platforms: Microsoft Windows, Linux, Mac OS X, Amazon Web Services (AWS), Microsoft Azure. Knowledge bases. Enterprise Architecture enables enterprise architects to analyze, design, plan and implement the business strategy. Mobile interface available for both Android and iOS users. Issue lists.

Software Review 52

Software Review UI/UX Project Management Technical Review 52

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