CIO

DECEMBER 10, 2024

For example, developers using GitHub Copilots code-generating capabilities have experienced a 26% increase in completed tasks , according to a report combining the results from studies by Microsoft, Accenture, and a large manufacturing company. These reinvention-ready organizations have 2.5 times higher revenue growth and 2.4

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AWS Machine Learning - AI

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 - AI

NOVEMBER 7, 2024

Amazon Bedrock Agents coordinates interactions between foundation models (FMs), knowledge bases, and user conversations. The agents also automatically call APIs to perform actions and access knowledge bases to provide additional information. The documents are chunked into smaller segments for more effective processing.

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Lambda Enterprise Automotive Knowledge Base 127

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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AWS Machine Learning - AI

FEBRUARY 29, 2024

Knowledge Bases for Amazon Bedrock allows you to build performant and customized Retrieval Augmented Generation (RAG) applications on top of AWS and third-party vector stores using both AWS and third-party models. If you want more control, Knowledge Bases lets you control the chunking strategy through a set of preconfigured options.

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Knowledge Base Artificial Inteligence Study AWS 135

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 139

Knowledge Base Insurance Lambda AWS 139

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.

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Generative AI Technical Review Insurance Policies 89

AWS Machine Learning - AI

APRIL 10, 2025

They offer fast inference, support agentic workflows with Amazon Bedrock Knowledge Bases and RAG, and allow fine-tuning for text and multi-modal data. To do so, we create a knowledge base. Complete the following steps: On the Amazon Bedrock console, choose Knowledge Bases in the navigation pane.

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Case Study Artificial Inteligence Study Generative AI 115

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.

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Generative AI Artificial Inteligence Knowledge Base AWS 115

AWS Machine Learning - AI

MAY 31, 2024

Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data. Crucially, if you delete data from the source S3 bucket, it’s automatically removed from the underlying vector store after syncing the knowledge base.

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Knowledge Base Artificial Inteligence AWS Serverless 129

AWS Machine Learning - AI

JULY 1, 2024

Generative artificial intelligence (AI)-powered chatbots play a crucial role in delivering human-like interactions by providing responses from a knowledge base without the involvement of live agents. You can simply connect QnAIntent to company knowledge sources and the bot can immediately handle questions using the allowed content.

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Knowledge Base Artificial Inteligence Generative AI AWS 124

CIO

DECEMBER 18, 2024

Customer relationship management ( CRM ) software provider Salesforce has updated its agentic AI platform, Agentforce , to make it easier for enterprises to build more efficient agents faster and deploy them across a variety of systems or workflows. Christened Agentforce 2.0, New agent skills in Agentforce 2.0

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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 121

Knowledge Base Artificial Inteligence Applications Lambda 121

AWS Machine Learning - AI

APRIL 1, 2025

Amazon Bedrock Agents enables this functionality by orchestrating foundation models (FMs) with data sources, applications, and user inputs to complete goal-oriented tasks through API integration and knowledge base augmentation. All the code for this post is available in the GitHub repository.

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Generative AI AWS Artificial Inteligence Software Review 134

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. There are three user inputs to the step function: A custom name for the ground truth dataset The input Amazon S3 prefix for the source data The percentage to sample for review.

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Generative AI Systems Review Software Review Artificial Inteligence 75

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python.

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Software Review Technical Review AWS Artificial Inteligence 106

CIO

OCTOBER 25, 2022

By Milan Shetti, CEO Rocket Software In today’s volatile markets, agile and adaptable business operations have become a necessity to keep up with constantly evolving customer and industry demands.

Software Review 158

Software Review DevOps Testing Artificial Inteligence 158

CIO

APRIL 23, 2025

Joey Conway, the companys senior director for generative AI software for enterprise, says data flywheels enable enterprise IT to onboard AI agents as digital teammates that tap into user interactions and AI-generated data from inferences to continuously improve model performance.

Microservices 88

Microservices Software Review Technical Review Systems Review 88

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.

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AWS Machine Learning - AI

APRIL 22, 2025

Some of the challenges in capturing and accessing event knowledge include: Knowledge from events and workshops is often lost due to inadequate capture methods, with traditional note-taking being incomplete and subjective. The below diagram shows the live-stream acquisition and real-time transcription.

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Media Knowledge Base AWS Systems Review 73

AWS Machine Learning - AI

JULY 11, 2024

In the diverse toolkit available for deploying cloud infrastructure, Agents for Amazon Bedrock offers a practical and innovative option for teams looking to enhance their infrastructure as code (IaC) processes. Go directly to the Knowledge Base section. Create a service role for Agents for Amazon Bedrock.

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Software Review Infrastructure Lambda Generative AI 134

AWS Machine Learning - AI

SEPTEMBER 24, 2024

We will walk you through deploying and testing these major components of the solution: An AWS CloudFormation stack to set up an Amazon Bedrock knowledge base, where you store the content used by the solution to answer questions. This solution uses Amazon Bedrock LLMs to find answers to questions from your knowledge base.

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AWS Machine Learning - AI

NOVEMBER 15, 2024

As Principal grew, its internal support knowledge base considerably expanded. With QnABot, companies have the flexibility to tier questions and answers based on need, from static FAQs to generating answers on the fly based on documents, webpages, indexed data, operational manuals, and more.

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Generative AI AWS Groups Artificial Inteligence 113

Ivanti

JUNE 11, 2024

One area in which gains can be immediate: Knowledge management, which has traditionally been challenging for many organizations. However, AI-based knowledge management can deliver outstanding benefits – especially for IT teams mired in manually maintaining knowledge bases.

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Knowledge Base Generative AI Artificial Inteligence How To 95

AWS Machine Learning - AI

DECEMBER 4, 2024

Organizations can use these models securely, and for models that are compatible with the Amazon Bedrock Converse API, you can use the robust toolkit of Amazon Bedrock, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , Amazon Bedrock Guardrails , and Amazon Bedrock Flows.

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Artificial Inteligence Microservices Generative AI AWS 101

AWS Machine Learning - AI

NOVEMBER 22, 2024

You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster. Software updates and upgrades are a critical part of our service. They provide global client support with a focus on scalability, software updates, and robust data backup and recovery strategies.

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Generative AI AWS Technical Review Backup 87

AWS Machine Learning - AI

MARCH 11, 2025

The Amazon Nova family of models includes Amazon Nova Micro, Amazon Nova Lite, and Amazon Nova Pro, which support text, image, and video inputs while generating text-based outputs. Although GPT-4o has gained traction in the AI community, enterprises are showing increased interest in Amazon Nova due to its lower latency and cost-effectiveness.

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Artificial Inteligence Knowledge Base Comparison Generative AI 102

TechCrunch

JULY 13, 2021

Its Security Optimization Platform platform, which supports Windows, Linux and macOS across public, private and on-premises cloud environments, is based on the MITRE ATT&CK framework , a curated knowledge base of known adversary threats, tactics and techniques.

Linux 242

Linux Technical Review Windows Software Review 242

CIO

OCTOBER 9, 2024

The first phase was leveraging generative AI and conversational AI to power chatbots and help them retrieve information from the knowledge base. The agent can review service-related tasks based on relevant context and customer history to deliver an actionable plan with recommended next steps for service reps.

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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.

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TechCrunch

APRIL 8, 2023

Buy a couple hundred 5-star reviews and you’re on your way! If your first interview with a company is with a conversation agent or a person obviously reading generated cues from the knowledge base or whatever, do you feel like a person joining a team or a part being sized up for installation?

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Knowledge Base ChatGPT Systems Review Software Review 234

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. you might need to edit the connection.

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Data AWS Groups Knowledge Base 110

Apiumhub

NOVEMBER 15, 2018

Software documentation tools are very important in software development. Software teams may refer to documentation when talking about product requirements, release notes, or design specs. They may use docs to detail code, APIs, and record their software development processes. It is like a compass for your team.

Software Review 75

Software Review Tools Software Technical Review 75

CIO

SEPTEMBER 24, 2024

However, recent incidents, including a knowledge base data breach and SSL root certificate vulnerabilities, have raised concerns within its user base.” Just last week, the company admitted that some customers’ internal knowledge base (KB) articles could be accessed due to a security issue.

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Organization Knowledge Base Software Review Systems Review 179

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. This is achieved by writing Terraform code within an application-specific repository.

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AWS Applications Lambda Knowledge Base 127

Perficient

NOVEMBER 25, 2024

Beyond Chatbots: The Evolution of AI Agents For the past few years, many organizations have been deploying AI within their organizations via generative AI chatbots – tools that take prompts, access a knowledge base, and generate responses. It’s about creating a more nuanced, human-like intelligence.

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Development Generative AI Knowledge Base Technical Review 59

AWS Machine Learning - AI

APRIL 24, 2024

They also allow for simpler application layer code because the routing logic, vectorization, and memory is fully managed. It uses the provided conversation history, action groups, and knowledge bases to understand the context and determine the necessary tasks. This text input is captured and sent to the AI assistant.

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