AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. Integrating proprietary enterprise data from internal knowledge bases enables chatbots to contextualize their responses to each user’s individual needs and interests.

Knowledge Base 114

Knowledge Base Artificial Inteligence Applications Lambda 114

AWS Machine Learning - AI

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). The correct response is 22,871 thousand square feet.

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Knowledge Base Artificial Inteligence AWS Generative AI 127

AWS Machine Learning - AI

FEBRUARY 8, 2024

You can now use Agents for Amazon Bedrock and Knowledge Bases for Amazon Bedrock to configure specialized agents that seamlessly run actions based on natural language input and your organization’s data. The code and resources required for deployment are available in the amazon-bedrock-examples repository.

Knowledge Base 136

Knowledge Base Insurance Lambda AWS 136

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Verisk has a governance council that reviews generative AI solutions to make sure that they meet Verisks standards of security, compliance, and data use.

Generative AI 82

Generative AI Technical Review Insurance Policies 82

AWS Machine Learning - AI

MARCH 5, 2025

To scale ground truth generation and curation, you can apply a risk-based approach in conjunction with a prompt-based strategy using LLMs. Scaling ground truth generation with a pipeline To automate ground truth generation, we provide a serverless batch pipeline architecture, shown in the following figure. 201% $12.2B

Generative AI 75

Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance.

AWS 92

AWS Generative AI Technical Review Artificial Inteligence 92

AWS Machine Learning - AI

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. Software updates and upgrades are a critical part of our service.

Generative AI 80

Generative AI AWS Technical Review Backup 80

AWS Machine Learning - AI

MARCH 20, 2025

It integrates with existing applications and includes key Amazon Bedrock features like foundation models (FMs), prompts, knowledge bases, agents, flows, evaluation, and guardrails. Update the due date for a JIRA ticket. Deploy the solution Complete the following deployment steps: Download the code from GitHub.

Generative AI 101

Generative AI Systems Review System Lambda 101

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Review the model response and metrics provided. The following diagram illustrates the end-to-end flow.

Generative AI 123

Generative AI Artificial Inteligence AWS Technical Review 123

AWS Machine Learning - AI

SEPTEMBER 24, 2024

It’s a fully serverless architecture that uses Amazon OpenSearch Serverless , which can run petabyte-scale workloads, without you having to manage the underlying infrastructure. This solution uses Amazon Bedrock LLMs to find answers to questions from your knowledge base. Virginia), and US West (Oregon). Choose Next.

Knowledge Base 94

Knowledge Base Generative AI Artificial Inteligence Lambda 94

AWS Machine Learning - AI

NOVEMBER 22, 2023

The LLM generated text, and the IR system retrieves relevant information from a knowledge base. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings. An OpenSearch Serverless collection.

Artificial Inteligence 112

Artificial Inteligence Serverless Engineering Machine Learning 112

AWS Machine Learning - AI

JUNE 26, 2024

Generative AI agents, which form the backbone of AI-powered assistants, can orchestrate interactions between foundation models, data sources, software applications, and users. Both the action groups and knowledge base are optional and not required for the agent itself.

Artificial Inteligence 120

Artificial Inteligence Research Knowledge Base Applications 120

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). API Gateway is serverless and hence automatically scales with traffic.

Generative AI 106

Generative AI AWS Enterprise Artificial Inteligence 106

AWS Machine Learning - AI

MARCH 20, 2025

Furthermore, by integrating a knowledge base containing organizational data, policies, and domain-specific information, the generative AI models can deliver more contextual, accurate, and relevant insights from the call transcripts.

Generative AI 73

Generative AI Artificial Inteligence Metrics AWS 73

AWS Machine Learning - AI

OCTOBER 1, 2024

Voice-based assistants like Alexa demonstrate how we are entering an era of conversational interfaces. We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. All the services that we use are serverless and fully managed by AWS. We discuss this later in the post.

Serverless 80

Serverless Artificial Inteligence AWS Software Review 80

AWS Machine Learning - AI

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. With Bedrock’s serverless experience, one can get started quickly, privately customize FMs with their own data, and easily integrate and deploy them into applications using the AWS tools without having to manage any infrastructure.

Artificial Inteligence 122

Artificial Inteligence Technical Review Development Team Review Software Review 122

AWS Machine Learning - AI

APRIL 9, 2025

Its essential for admins to periodically review these metrics to understand how users are engaging with Amazon Q Business and identify potential areas of improvement. The Unsuccessful query responses and Customer feedback metrics help pinpoint gaps in the knowledge base or areas where the system struggles to provide satisfactory answers.

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Weak Development Team Metrics AWS Systems Review 57

AWS Machine Learning - AI

OCTOBER 24, 2024

In this post, we set up an agent using Amazon Bedrock Agents to act as a software application builder assistant. 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.

Generative AI 90

Generative AI Artificial Inteligence Applications Knowledge Base 90

Tenable

DECEMBER 8, 2022

Organizations continue to mature DevSecOps – the alignment of development, operations and security teams, tools and processes – but improving their security posture isn’t getting easier due to newer, more complex challenges. It also allows for the definition of custom policy-as-code to meet unique requirements. in 2021 to 18.4%

Survey 98

Survey Cloud Software Review Serverless 98

AWS Machine Learning - AI

MAY 9, 2024

Through advanced analytics, software, research, and industry expertise across over 20 countries, Verisk helps build resilience for individuals, communities, and businesses. The software as a service (SaaS) platform offers out-of-the-box solutions for life, annuity, employee benefits, and institutional annuity providers.

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Generative AI Artificial Inteligence Technical Review Development Team Review 128

CIO

APRIL 11, 2024

Even so, many clients tell Gartner they are not ready to trust Oracle as their primary provider, Wright says, due to past experiences with Oracle’s aggressive sales practices. We have unique knowledge of what exactly is required to give customers what they want, how they want it,” he says. These days that includes generative AI.

Enterprise 187

Enterprise Artificial Inteligence Cloud Azure 187

AWS Machine Learning - AI

JANUARY 29, 2025

Intelligent document processing , translation and summarization, flexible and insightful responses for customer support agents, personalized marketing content, and image and code generation are a few use cases using generative AI that organizations are rolling out in production. You determine what qualifies based on your company policies.

Generative AI 80

Generative AI Organization Enterprise Artificial Inteligence 80

AWS Machine Learning - AI

MAY 13, 2024

It’s serverless, so you don’t have to manage any infrastructure. In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock.

Generative AI 125

Generative AI Artificial Inteligence Report Healthcare 125

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 109

Generative AI Artificial Inteligence AWS Applications 109

Codegiant

JULY 18, 2020

The Complete Review [2020] I’ve created this “BitBucket vs GitHub” content piece to help you make a better decision when picking between the two. billion at the beginning of June 2018, a lot of software developers criticized the upcoming acquisition. Microsoft, in the early 2000s, was known as not a big fan of open source software.

Software Review 59

Software Review Technical Review Systems Review UI/UX 59

AWS Machine Learning - AI

OCTOBER 23, 2024

Built using Amazon Bedrock Knowledge Bases , Amazon Lex , and Amazon Connect , with WhatsApp as the channel, our solution provides users with a familiar and convenient interface. The result is improved accuracy in FM responses, with reduced hallucinations due to grounding in verified data.

Lambda 90

Lambda Knowledge Base Generative AI AWS 90

AWS Machine Learning - AI

MARCH 14, 2024

With the Amazon Bedrock serverless experience, 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 any infrastructure. You can privately customize FMs with your own data through a visual interface without writing any code.

Generative AI 124

Generative AI AWS Applications Artificial Inteligence 124

AWS Machine Learning - AI

JANUARY 29, 2025

Their DeepSeek-R1 models represent a family of large language models (LLMs) designed to handle a wide range of tasks, from code generation to general reasoning, while maintaining competitive performance and efficiency. Review the model response and metrics provided. The following diagram illustrates the end-to-end flow.

Generative AI 102

Generative AI Artificial Inteligence AWS Technical Review 102

AWS Machine Learning - AI

JUNE 5, 2024

Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. The review process could also be long depending on the number of inaccuracies found, leading to additional revisions, additional reviews, and additional delays.

Technical Review 114

Technical Review Artificial Inteligence Generative AI Systems Review 114

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.

Artificial Inteligence 82

Artificial Inteligence Systems Review System Data 82

AWS Machine Learning - AI

MARCH 28, 2024

You can deploy this solution with just a few clicks using Amazon SageMaker JumpStart , a fully managed platform that offers state-of-the-art foundation models for various use cases such as content writing, code generation, question answering, copywriting, summarization, classification, and information retrieval.

Artificial Inteligence 130

Artificial Inteligence Generative AI AWS Load Balancer 130

Codegiant

JULY 2, 2020

Without further ado: GitHub GitHub is a closed-core platform that hosts open-source software and projects. It maintains one of the best free version control software today?—?git. GitHub also boasts integrations with great tools like Google, Codacy, Code Climate, etc. You can build, test, and deploy your code inside GitHub?—?no

Software Review 52

Software Review Open Source Systems Review AWS 52

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. Amazon Cognito will send an email with a confirmation code for email verification. This is also known as the MediaBucket.

Media 101

Media Lambda AWS Video 101

Cloud Conformity

MARCH 1, 2019

The framework underpins our entire platform and forms our Knowledge Base to ensure your cloud infrastructure is the most resilient, secure and efficient for your needs. The benefit of using Infrastructure as Code (IaC) is its consistency, speediness and the lower costs for projects to be created and deployed.

AWS 40

AWS Cloud Software Review Infrastructure 40

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. For the personalizer, we used Claude Sonnet due to the relative complexity of the task compared to code generation handled by Haiku.

Generative AI 114

Generative AI Artificial Inteligence Fractional CTO Guidelines 114

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. Its sales analysts face a daily challenge: they need to make data-driven decisions but are overwhelmed by the volume of available information.

Generative AI 100

Generative AI Applications Technical Review Software Review 100

AWS Machine Learning - AI

NOVEMBER 22, 2024

With Bedrock Flows, you can quickly build and execute complex generative AI workflows without writing code. 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.

Generative AI 108

Generative AI Artificial Inteligence Knowledge Base AWS 108