CIO

DECEMBER 10, 2024

Set clear, measurable metrics around what you want to improve with generative AI, including the pain points and the opportunities, says Shaown Nandi, director of technology at AWS. A second area is improving data quality and integrating systems for marketing departments, then tracking how these changes impact marketing metrics.

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Weak Development Team Metrics Software Review Technical Review 215

AWS Machine Learning - AI

MARCH 18, 2025

This is where the integration of cutting-edge technologies, such as audio-to-text translation and large language models (LLMs), holds the potential to revolutionize the way patients receive, process, and act on vital medical information.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

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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Generative AI Systems Review System Lambda 116

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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AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. Amazon Bedrock Agents coordinates interactions between foundation models (FMs), knowledge bases, and user conversations.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

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. Choose Next.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

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 Generative AI Technical Review Artificial Inteligence 109

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.

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Generative AI Artificial Inteligence Knowledge Base AWS 122

AWS Machine Learning - AI

FEBRUARY 8, 2024

As AI technology continues to evolve, the capabilities of generative AI agents are expected to expand, offering even more opportunities for customers to gain a competitive edge. These managed agents play conductor, orchestrating interactions between FMs, API integrations, user conversations, and knowledge sources loaded with your data.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

AWS Machine Learning - AI

AUGUST 5, 2024

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). RAG models first retrieve relevant information from a large corpus of text and then use a FM to synthesize an answer based on the retrieved information.

Knowledge Base 125

Knowledge Base AWS Generative AI Machine Learning 125

AWS Machine Learning - AI

APRIL 1, 2025

Whether youre an experienced AWS developer or just getting started with cloud development, youll discover how to use AI-powered coding assistants to tackle common challenges such as complex service configurations, infrastructure as code (IaC) implementation, and knowledge base integration.

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AWS Software Review Knowledge Base Artificial Inteligence 119

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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Knowledge Base Artificial Inteligence AWS Serverless 131

AWS Machine Learning - AI

NOVEMBER 20, 2024

One of its key features, Amazon Bedrock Knowledge Bases , allows you to securely connect FMs to your proprietary data using a fully managed RAG capability and supports powerful metadata filtering capabilities. Context recall – Assesses the proportion of relevant information retrieved from the knowledge base.

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Artificial Inteligence Applications Knowledge Base Generative AI 117

AWS Machine Learning - AI

APRIL 22, 2025

Infosys Event AI is designed to make knowledge universally accessible, making sure that valuable insights are not lost and can be efficiently utilized by individuals and organizations across diverse industries both during the event and after the event has concluded. MediaConnect securely transmits the stream to MediaLive for processing.

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Media Knowledge Base AWS Systems Review 82

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 133

Knowledge Base Artificial Inteligence Applications Lambda 133

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).

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Knowledge Base Artificial Inteligence AWS Generative AI 138

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,

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Enterprise Software Review AWS Coaching 148

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.

Knowledge Base 137

Knowledge Base Artificial Inteligence Study AWS 137

AWS Machine Learning - AI

MAY 2, 2025

The role of financial assistant This post explores a financial assistant system that specializes in three key tasks: portfolio creation, company research, and communication. Portfolio creation begins with a thorough analysis of user requirements, where the system determines specific criteria such as the number of companies and industry focus.

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Real Estate Artificial Inteligence Knowledge Base Lambda 91

CIO

APRIL 23, 2025

The system processes data from interactions, uses it to customize the model powering an AI agent, evaluates the model to ensure its improved in skills, then deploys that updated model with guardrails to keep it focused and on topic, and improves information retrieval to maximize accuracy.

Microservices 97

Microservices Software Review Technical Review Systems Review 97

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.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

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).

Knowledge Base 126

Knowledge Base Generative AI Artificial Inteligence AWS 126

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.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

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 89

AWS Machine Learning - AI

MARCH 20, 2025

Legal teams accelerate contract analysis and compliance reviews , and in oil and gas , IDP enhances safety reporting. By converting unstructured document collections into searchable knowledge bases, organizations can seamlessly find, analyze, and use their data.

Data 117

Data Generative AI Artificial Inteligence Compliance 117

AWS Machine Learning - AI

MAY 30, 2024

Alternatively, open-source technologies like Langchain can be used to orchestrate the end-to-end flow. Technical components and evaluation criteria In this section, we discuss the key technical components and evaluation criteria for the components involved in building the solution. Prompts also help ground the model.

Artificial Inteligence 131

Artificial Inteligence Technical Review Development Team Review Software Review 131

AWS Machine Learning - AI

JUNE 5, 2024

The accuracy of Skyflow’s technical content is paramount to earning and keeping customer trust. 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 following diagram illustrates their content creation workflow.

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Technical Review Artificial Inteligence Generative AI Systems Review 126

Hacker Earth Developers Blog

JULY 28, 2023

The best way to gauge what a role can offer is during the technical interview process. When we asked Piyush Tripathi, the Lead Engineer at Square about the elements he looks for in tech interviews, he shared: When interviewing with tech companies such as Amazon, Twilio and SendGrid, I focus on several key factors.

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Technical Review Weak Development Team Software Review Recruiting 130

CIO

JULY 22, 2024

Capabilities like AI, automation, cloud computing, cybersecurity, and digital workplace technologies are all top of mind, but how do you know if your workers have these skills and, even more importantly, if they can be deployed in your areas of need? Why should technical skills be any different? Learning is failing IT.

Technical Review 166

Technical Review Performance Training Software Review 166

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. Whether youre connecting to external systems or internal data stores or tools, you can now use MCP to interface with all of them in the same way.

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Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

JANUARY 13, 2025

As enterprises continue to grow their applications, environments, and infrastructure, it has become difficult to keep pace with technology trends, best practices, and programming standards. Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools.

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Generative AI AWS Innovation Knowledge Base 106

AWS Machine Learning - AI

MARCH 11, 2025

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. This is a crucial requirement for enterprises that want their AI systems to provide responses strictly within a defined scope.

Artificial Inteligence 111

Artificial Inteligence Knowledge Base Comparison Generative AI 111

CIO

JULY 22, 2024

These leaks happen due to weaknesses in technical, human, and organizational factors, and often originate in the contact center which serves as the hub of customer data. A fraudster beats out Knowledge-based Authentication (KBA) to illegally obtain access to a customer’s account. Malicious outside criminals (a.k.a.

Technical Review 166

Technical Review Data Authentication Compliance 166

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.

Data 111

Data AWS Groups Knowledge Base 111

AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. Together, we are poised to transform the landscape of AI-driven technology and create unprecedented value for our clients.

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Generative AI Artificial Inteligence Metrics AWS 92

CIO

JUNE 21, 2024

Its researchers have long been working with IBM’s Watson AI technology, and so it would come as little surprise that — when OpenAI released ChatGPT based on GPT 3.5 in late November 2022 — MITRE would be among the first organizations looking to capitalize on the technology, launching MITREChatGPT a month later. We took a risk.

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AWS Machine Learning - AI

MAY 9, 2024

Verisk (Nasdaq: VRSK) is a leading data analytics and technology partner for the global insurance industry. Verisk has embraced this technology and has developed their own Instant Insight Engine, or AI companion, that provides an enhanced self-service capability to their FAST platform.

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Generative AI Artificial Inteligence Technical Review Development Team Review 129