AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management.

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AWS Machine Learning - AI

MARCH 5, 2025

Ground truth data in AI refers to data that is known to be factual, representing the expected use case outcome for the system being modeled. By providing an expected outcome to measure against, ground truth data unlocks the ability to deterministically evaluate system quality.

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Generative AI Systems Review Software Review Artificial Inteligence 75

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 82

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. It integrates with existing applications and includes key Amazon Bedrock features like foundation models (FMs), prompts, knowledge bases, agents, flows, evaluation, and guardrails.

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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

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. You can use the code referenced in this post to connect your agents to other MCP servers to address challenges for your business.

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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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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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Knowledge Base Generative AI Artificial Inteligence AWS 120

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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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.

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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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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. The following screenshot shows an example of an interaction with Field Advisor.

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AWS Machine Learning - AI

MAY 31, 2024

This means that individuals can ask companies to erase their personal data from their systems and from the systems of any third parties with whom the data was shared. Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data.

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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 131

AWS Machine Learning - AI

MARCH 13, 2025

In this collaboration, the Generative AI Innovation Center team created an accurate and cost-efficient generative AIbased solution using batch inference in Amazon Bedrock , helping GoDaddy improve their existing product categorization system. Refer to the following code: Request: POST /model-invocation-job HTTP/1.1

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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

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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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.

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Knowledge Base Artificial Inteligence Applications Lambda 113

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. From there, development teams should look to automate as many testing processes as possible.

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AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

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TechCrunch

APRIL 8, 2023

But we’ve seen over and over how these systems demo well but fall down under systematic requirements or as tools with reliable and repeatable results. Buy a couple hundred 5-star reviews and you’re on your way! Linkgrep – Suggests things from knowledge base and adds to chat or notes live in browser.

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Knowledge Base ChatGPT Systems Review Software Review 234

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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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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TechCrunch

SEPTEMBER 7, 2021

Vowel is launching a meeting operating system with tools like real-time transcription; integrated agendas, notes and action items; meeting analytics; and searchable, on-demand recordings of meetings. In 2017, Harvard Business Review reported that executives spent 23 hours in meetings each week.

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Meeting Virtualization Video Systems Review 247

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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Altexsoft

JANUARY 16, 2020

In this article, we give credit to the software used in business analysis. Major functions of business analysts and categories of business analysis software. For now, there is no end-to-end system to perform all BA tasks in one place. We selected the five most popular systems to compare their functionality.

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Codegiant

NOVEMBER 23, 2020

I’ll go deep into details and help you narrow down your selection, so you don’t have to waste valuable time reviewing each app individually. Trello software is available on any platform: you have a web app, desktop app, and mobile app (for Mac and Android). User Review “There is something that troubles me. Linking tasks.

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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

MAY 30, 2024

Vitech is a global provider of cloud-centered benefit and investment administration software. Retrieval Augmented Generation vs. fine tuning Traditional LLMs don’t have an understanding of Vitech’s processes and flow, making it imperative to augment the power of LLMs with Vitech’s knowledge base.

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CIO

APRIL 5, 2023

Increase developer productivity knowhow Coding is often considered to be somewhere between an art and a science, but there’s a lot of work in programming that’s routine and repetitive. You could start with single-use tools that speed up specific, common tasks before moving on to full-scale coding assistants.

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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. We begin with an overview of the available metrics and how they can be used for measuring user engagement and system effectiveness.

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Weak Development Team Metrics AWS Systems Review 63

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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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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Kaseya

JUNE 2, 2021

It is usually part of a company’s help desk and technical support system wherein internal employees, as well as external customers, in the case of Managed Service Providers (MSPs), can reach out to the company’s support team and submit requests for any IT issues they might be facing. How Does an IT Ticketing System Work?

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CIO

JULY 10, 2024

Hyperscalers are stepping up Tommi Vilkamo is the director of Relex Labs at supply chain software company Relex, where he heads a large, centralized data science team. Besides these, Relex also tightly curated its knowledge base, Vilkamo says. Many companies just include everything, which is a recipe for disaster,” he says.

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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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AWS Machine Learning - AI

JANUARY 22, 2025

For an example of how to create a travel agent, refer to Agents for Amazon Bedrock now support memory retention and code interpretation (preview). In the response, you can review the flow traces, which provide detailed visibility into the execution process. Make sure the agent has user input functionality enabled.

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