AWS Machine Learning - AI

NOVEMBER 22, 2024

Our strength lies in our dynamic team of experts and our cutting-edge technology, which, when combined, can deliver solutions of any scale. Their approach emphasizes cost-effectiveness, client satisfaction, and adaptable technological solutions that can grow with a client's business needs.

Generative AI 100

Generative AI AWS Technical Review Backup 100

AWS Machine Learning - AI

MARCH 7, 2025

Verisk (Nasdaq: VRSK) is a leading strategic data analytics and technology partner to the global insurance industry, empowering clients to strengthen operating efficiency, improve underwriting and claims outcomes, combat fraud, and make informed decisions about global risks.

Generative AI 104

Generative AI Technical Review Insurance Policies 104

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. I reviewed some of these agents, and found several AI capabilities that can become competitive differentiators.

Weak Development Team 215

Weak Development Team Metrics Software Review Technical Review 215

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 123

Generative AI Artificial Inteligence Knowledge Base AWS 123

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).

Knowledge Base 138

Knowledge Base Artificial Inteligence AWS Generative AI 138

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

CIO

NOVEMBER 13, 2024

Sometimes it actually creates more work than it saves due to legal and compliance issues, hallucinations, and other issues. Or instead of writing one article for the company knowledge base on a topic that matters most to them, they might submit a dozen articles, on less worthwhile topics.

Weak Development Team 212

Weak Development Team Artificial Inteligence Technical Review Generative AI 212

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

SEPTEMBER 25, 2024

Amazon Bedrock Knowledge Bases is a fully managed capability that helps you implement the entire RAG workflow—from ingestion to retrieval and prompt augmentation—without having to build custom integrations to data sources and manage data flows. Latest innovations in Amazon Bedrock Knowledge Base provide a resolution to this issue.

Knowledge Base 119

Knowledge Base Artificial Inteligence Analysis AWS 119

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 110

AWS Generative AI Technical Review Artificial Inteligence 110

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.

Knowledge Base 131

Knowledge Base Artificial Inteligence AWS Serverless 131

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 135

Knowledge Base Artificial Inteligence Applications Lambda 135

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

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.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, Cloud Center of Excellence (CCoE) teams often can be perceived as bottlenecks to organizational transformation due to limited resources and overwhelming demand for their support. Manually reviewing each request across multiple business units wasn’t sustainable. Steven has been AWS Professionally certified for over 8 years.

Generative AI 115

Generative AI Government Technical Review Innovation 115

AWS Machine Learning - AI

AUGUST 5, 2024

An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system. Solution overview The solution provides an automated end-to-end deployment of a RAG workflow using Knowledge Bases for Amazon Bedrock. Choose Submit to start the deployment process.

Knowledge Base 125

Knowledge Base AWS Generative AI Artificial Inteligence 125

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

CIO

NOVEMBER 4, 2024

It utilized Generative AI technologies including large language models like GPT-4, which uses natural language processing to understand and generate human language, and Google Gemini, which is designed to handle not just text, but images, audio, and video. To address compliance fatigue, Camelot began work on its AI wizard in 2023.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

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.

Software Review 111

Software Review Technical Review AWS Artificial Inteligence 111

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.

Artificial Inteligence 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

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

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 124

Case Study Artificial Inteligence Study Generative AI 124

AWS Machine Learning - AI

SEPTEMBER 19, 2024

Amazon Bedrock Knowledge Bases provides foundation models (FMs) and agents in Amazon Bedrock contextual information from your company’s private data sources for Retrieval Augmented Generation (RAG) to deliver more relevant, accurate, and customized responses. Amazon Bedrock Knowledge Bases offers a fully managed RAG experience.

Knowledge Base 98

Knowledge Base Data Technical Advisors AWS 98

CIO

NOVEMBER 8, 2023

And with tech as a central enabler, Manas Khanna, the company’s associate VP of global technology operations, has a complex, dynamic, and ever evolving portfolio to manage, including all aspects of infrastructure and its operations, SaaS site reliability, DevOps, implementing IT cybersecurity measures, and supporting compliance efforts.

Technical Review 183

Technical Review Team Building DevOps Artificial Intelligence 183

AWS Machine Learning - AI

MAY 2, 2025

The primary agent can also consult attached knowledge bases or trigger action groups before or after subagent involvement. The data assistant agent maintains direct integration with the Amazon Bedrock knowledge base, which was initially populated with ingested financial document PDFs as detailed in this post.

Real Estate 94

Real Estate Artificial Inteligence Knowledge Base Lambda 94

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.

Media 85

Media Knowledge Base AWS Systems Review 85

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. Review and choose Create project to confirm. List recent customer interactions.

Generative AI 117

Generative AI Systems Review System Lambda 117

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. You can find him on LinkedIn.

Artificial Inteligence 106

Artificial Inteligence Microservices Generative AI AWS 106

CIO

APRIL 23, 2025

Working with Arize and Quantiphi, AT&T has built an AI agent that leverages NeMo microservices to process its knowledge base of nearly 10,000 documents, which are refreshed weekly. He also detailed how Nvidia partners are leveraging NeMo microservices in their AI agent platforms.

Microservices 97

Microservices Software Review Technical Review Systems Review 97

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.

Technical Review 130

Technical Review Weak Development Team Software Review Recruiting 130

CIO

MARCH 18, 2025

For IT and support teams, a well-maintained knowledge base is the foundation of efficient service management. An extensive knowledge repository enables employees to quickly find answers to issues, thereby reducing downtime and improving productivity.

Knowledge Base 78

Knowledge Base Generative AI Technical Review Organization 78

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

CIO

DECEMBER 18, 2024

Salesforces ability to recommend task-based agents rather than insisting on having users technically define the nature of the agent they are trying to create is a democratizing trait for agent creation, Park explained. This ability builds on the deep metadata context that Salesforce has across a variety of tasks.

Enterprise 148

Enterprise Software Review AWS Generative AI 148

CIO

AUGUST 1, 2023

The usage of generative AI across enterprises is already widespread, although it is still early days for the new technology, according to a report from McKinsey’s AI consulting service, Quantum Black. This usage was highest in the technology sector, and among respondents from North America, the report showed.

Generative AI 147

Generative AI Technical Review Enterprise Pharmaceuticals 147

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.

Knowledge Base 101

Knowledge Base Generative AI Artificial Inteligence Lambda 101

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.

Technical Review 126

Technical Review Artificial Inteligence Generative AI Systems Review 126

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