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.

Knowledge Base 93

Knowledge Base Generative AI Artificial Inteligence Lambda 93

AWS Machine Learning - AI

NOVEMBER 12, 2024

You may check out additional reference notebooks on aws-samples for how to use Meta’s Llama models hosted on Amazon Bedrock. You can implement these steps either from the AWS Management Console or using the latest version of the AWS Command Line Interface (AWS CLI). Solutions Architect at AWS.

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Generative AI Artificial Inteligence Industry Analysis 97

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. Our field organization includes customer-facing teams (account managers, solutions architects, specialists) and internal support functions (sales operations). The impact goes beyond just efficiency.

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Generative AI AWS Artificial Inteligence Technical Review 117

AWS Machine Learning - AI

AUGUST 6, 2024

The solution is powered by Amazon Bedrock and customized with data to go beyond traditional email-based systems. And, we’ll cover related announcements from the recent AWS New York Summit. To offer greater flexibility and accuracy in building RAG-based applications, we announced multiple new capabilities at the AWS New York Summit.

Generative AI 129

Generative AI Artificial Inteligence Applications Knowledge Base 129

CIO

SEPTEMBER 7, 2022

Cropin, an agritech startup backed by the Bill and Melinda Gates Foundation, on Tuesday said that it was launching its industry cloud for agriculture, built on Amazon Web Services (AWS).

Industry 158

Industry Cloud Data Analysis 158

AWS Machine Learning - AI

SEPTEMBER 20, 2024

In today’s fast-paced business environment, organizations are constantly seeking innovative ways to enhance employee experience and productivity. There are many challenges that can impact employee productivity, such as cumbersome search experiences or finding specific information across an organization’s vast knowledge bases.

Generative AI 96

Generative AI Artificial Inteligence Knowledge Base AWS 96

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.

Generative AI 129

Generative AI Disaster Recovery Artificial Inteligence AWS 129

AWS Machine Learning - AI

AUGUST 14, 2024

Users such as support engineers, project managers, and product managers need to be able to ask questions about an incident or a customer, or get answers from knowledge articles in order to provide excellent customer support. The following table outlines which documents each user is authorized to access for our use case.

Generative AI 108

Generative AI Artificial Inteligence AWS Technical Review 108

AWS Machine Learning - AI

AUGUST 8, 2024

Employees in roles such as customer support, project management, and product management require the ability to effortlessly query Box content, uncover relevant insights, and make informed decisions that address customer needs effectively. Access to AWS Secrets Manager. A Box user with admin rights.

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Artificial Inteligence Generative AI Authentication Technical Review 110

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.

Generative AI 113

Generative AI Artificial Inteligence Fractional CTO Guidelines 113

Codegiant

JULY 10, 2020

Jira supports the following platforms: Microsoft Windows, Linux, Mac OS X, Amazon Web Services (AWS), Microsoft Azure. I don’t think I’d be nearly as productive without actually writing things down on TickTick. ZenTao ZenTao is an open-source Application Lifecycle Management (ALM) tool. Features: Individual work management.

Software Review 52

Software Review UI/UX Project Management Technical Review 52

AWS Machine Learning - AI

DECEMBER 4, 2024

SageMaker Unified Studio combines various AWS services, including Amazon Bedrock , Amazon SageMaker , Amazon Redshift , Amazon Glue , Amazon Athena , and Amazon Managed Workflows for Apache Airflow (MWAA) , into a comprehensive data and AI development platform. Navigate to the AWS Secrets Manager console and find the secret -api-keys.

Generative AI 99

Generative AI Applications Technical Review Software Review 99

Codegiant

NOVEMBER 9, 2020

User Review “ Perfect Solution for Product Management (Planning work and Tracking progress) ” Codegiant Codegiant is a very powerful and, at the same time, a simple, agile project development tool. It is a knowledge base or wiki that stores and organizes all of the different projects’ information assets.

Software Review 64

Software Review Weak Development Team Tools Development 64

Codegiant

NOVEMBER 9, 2020

User Review “ Perfect Solution for Product Management (Planning work and Tracking progress) ” Codegiant Codegiant is a very powerful and, at the same time, a simple, agile project development tool. It is a knowledge base or wiki that stores and organizes all of the different projects’ information assets.

Software Review 52

Software Review Weak Development Team Tools Development 52

AWS Machine Learning - AI

NOVEMBER 22, 2024

Seamless integration of latest foundation models (FMs), Prompts, Agents, Knowledge Bases, Guardrails, and other AWS services. Flexibility to define the workflow based on your business logic. Knowledge base node : Apply guardrails to responses generated from your knowledge base.

Generative AI 106

Generative AI Artificial Inteligence Knowledge Base AWS 106

AWS Machine Learning - AI

DECEMBER 4, 2024

At AWS re:Invent 2024, we are excited to introduce Amazon Bedrock Marketplace. Through Bedrock Marketplace, organizations can use Nemotron’s advanced capabilities while benefiting from the scalable infrastructure of AWS and NVIDIA’s robust technologies. You can find him on LinkedIn.

Artificial Inteligence 93

Artificial Inteligence Microservices Generative AI AWS 93

AWS Machine Learning - AI

OCTOBER 10, 2024

Internally public content Organizations often designate certain data sources as internally public, including HR policies, IT knowledge bases, and wiki pages. They can create and manage organizations, enabling centralized management of multiple AWS accounts.

Development Team Review 105

Development Team Review AWS Software Review Technical Review 105

AWS Machine Learning - AI

OCTOBER 23, 2024

SnapLogic uses Amazon Bedrock to build its platform, capitalizing on the proximity to data already stored in Amazon Web Services (AWS). To address customers’ requirements about data privacy and sovereignty, SnapLogic deploys the data plane within the customer’s VPC on AWS.

Generative AI 73

Generative AI Artificial Inteligence Enterprise AWS 73

AWS Machine Learning - AI

NOVEMBER 26, 2023

Amazon Bedrock offers an array of FMs from leading providers, so AWS customers have flexibility and choice to use the best models for their specific use case. Over the years, AWS has invested in democratizing access to—and amplifying the understanding of—AI, machine learning (ML), and generative AI.

Generative AI 116

Generative AI Artificial Inteligence Training AWS 116

AWS Machine Learning - AI

NOVEMBER 18, 2024

Today, we are happy to announce the availability of Binary Embeddings for Amazon Titan Text Embeddings V2 in Amazon Bedrock Knowledge Bases and Amazon OpenSearch Serverless. Amazon Bedrock is a fully managed service that provides a single API to access and use various high-performing foundation models (FMs) from leading AI companies.

Knowledge Base 107

Knowledge Base Serverless Applications Generative AI 107

AWS Machine Learning - AI

DECEMBER 26, 2024

The potential for such large business value is galvanizing tens of thousands of enterprises to build their generative AI applications in AWS. However, many product managers and enterprise architect leaders want a better understanding of the costs, cost-optimization levers, and sensitivity analysis.

Generative AI 136

Generative AI AWS Artificial Inteligence Applications 136

AWS Machine Learning - AI

APRIL 3, 2025

Every year, AWS Sales personnel draft in-depth, forward looking strategy documents for established AWS customers. These documents help the AWS Sales team to align with our customer growth strategy and to collaborate with the entire sales team on long-term growth ideas for AWS customers.

Generative AI 68

Generative AI AWS Knowledge Base Lambda 68

AWS Machine Learning - AI

DECEMBER 4, 2024

AWS customers use Amazon Kendra with large language models (LLMs) to quickly create secure, generative AI –powered conversational experiences on top of your enterprise content. Amazon Bedrock Knowledge Bases provides managed workflows for RAG pipelines with customizable features for chunking, parsing, and embedding.

Generative AI 91

Generative AI Knowledge Base Artificial Inteligence AWS 91

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock offers a serverless experience, so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. The import job can be invoked using the AWS Management Console or through APIs.

Generative AI 136

Generative AI Artificial Inteligence AWS Serverless 136

AWS Machine Learning - AI

DECEMBER 4, 2024

You can now use Amazon Bedrock features such as Amazon Bedrock Knowledge Bases and Amazon Bedrock Guardrails with models deployed through SageMaker JumpStart. Use the Amazon Bedrock RetrieveAndGenerate API to query the Amazon Bedrock knowledge base. Register the model with Amazon Bedrock.

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Artificial Inteligence Tools Generative AI Software Review 89

AWS Machine Learning - AI

FEBRUARY 20, 2025

It employs a retrieval augmented generation (RAG) approach and a combination of AWS services alongside proprietary evaluations to promptly answer most user questions about the capabilities of the Verisk PAAS platform. The ease of expanding the knowledge base without the need for fine-tuning new data sources makes the solution adaptable.

Generative AI 102

Generative AI Artificial Inteligence Technical Review Knowledge Base 102

AWS Machine Learning - AI

DECEMBER 2, 2024

Solution overview The solution is based on a Retrieval Augmented Generation (RAG) pipeline running on Amazon Bedrock, as shown in the following diagram. When a user submits a query, RAG works by first retrieving relevant documents from a knowledge base, then generating a response with the LLM from the retrieved documents.

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Generative AI Artificial Inteligence Knowledge Base Software Review 86

AWS Machine Learning - AI

FEBRUARY 6, 2025

Measures Assistant is a microservice deployed in a Kubernetes on AWS environment and accessed through a REST API. Measures Assistant maintains a local knowledge base about AEP Measures from scientific experts at Aetion and incorporates this information into its responses as guardrails.

Artificial Inteligence 69

Artificial Inteligence Generative AI Knowledge Base Healthcare 69

AWS Machine Learning - AI

OCTOBER 10, 2024

In line with its AI Pyramid Strategy, which aims to unlock AI’s potential for anyone, anywhere, anytime, SKT has collaborated with the AWS Generative AI Innovation Center (GenAIIC) Custom Model Program to explore domain-trained models using Amazon Bedrock for telco-specific use cases.

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Artificial Inteligence Generative AI Telecommunications AWS 80

AWS Machine Learning - AI

APRIL 4, 2025

When we launched LLM-as-a-judge (LLMaJ) and Retrieval Augmented Generation (RAG) evaluation capabilities in public preview at AWS re:Invent 2024 , customers used them to assess their foundation models (FMs) and generative AI applications, but asked for more flexibility beyond Amazon Bedrock models and knowledge bases.

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AWS Machine Learning - AI

JANUARY 9, 2025

Unlike traditional methods that rely solely on retrospective analysis of existing data, DIANNA harnesses generative AI to empower itself with the collective knowledge of countless cybersecurity experts, sources, blog posts, papers, threat intelligence reputation engines, and chats.

Malware 103

Malware Analysis Artificial Inteligence Security 103

AWS Machine Learning - AI

DECEMBER 4, 2024

Prerequisites To use the model distillation feature, make sure that you have satisfied the following requirements: An active AWS account. Confirm the AWS Regions where the model is available and quotas. Sovik Kumar Nath is an AI/ML and Generative AI Senior Solutions Architect with AWS.

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Generative AI Artificial Inteligence AWS Training 109

AWS Machine Learning - AI

FEBRUARY 12, 2025

Amazon Bedrock , a fully managed service offering high-performing foundation models from leading AI companies through a single API, has recently introduced two significant evaluation capabilities: LLM-as-a-judge under Amazon Bedrock Model Evaluation and RAG evaluation for Amazon Bedrock Knowledge Bases.

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Artificial Inteligence Generative AI Metrics Comparison 87