CIO

OCTOBER 24, 2024

Yet many still rely on phone calls, outdated knowledge bases, and manual processes. That means organizations are lacking a viable, accessible knowledge base that can be leveraged, says Alan Taylor, director of product management for Ivanti – and who managed enterprise help desks in the late 90s and early 2000s. “We

Artificial Inteligence 165

Artificial Inteligence Knowledge Base Artificial Intelligence Machine Learning 165

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

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 136

Knowledge Base Artificial Inteligence Study AWS 136

AWS Machine Learning - AI

JULY 2, 2024

In November 2023, we announced Knowledge Bases for Amazon Bedrock as generally available. Knowledge bases allow Amazon Bedrock users to unlock the full potential of Retrieval Augmented Generation (RAG) by seamlessly integrating their company data into the language model’s generation process.

Knowledge Base 131

Knowledge Base Artificial Inteligence Lambda Authentication 131

AWS Machine Learning - AI

APRIL 23, 2024

This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework. AWS Well-Architected design principles RAG-based applications built using Knowledge Bases for Amazon Bedrock can greatly benefit from following the AWS Well-Architected Framework.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

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. Knowledge Bases for Amazon Bedrock provides fully managed RAG to supply the agent with access to your data.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

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

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 129

Knowledge Base Artificial Inteligence Applications Lambda 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.

Knowledge Base 126

Knowledge Base Artificial Inteligence Generative AI AWS 126

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 Sync to initiate the data ingestion job.

Knowledge Base 125

Knowledge Base AWS Generative AI Machine Learning 125

AWS Machine Learning - AI

JULY 10, 2024

Knowledge Bases for Amazon Bedrock is a fully managed service that helps you implement the entire Retrieval Augmented Generation (RAG) workflow from ingestion to retrieval and prompt augmentation without having to build custom integrations to data sources and manage data flows, pushing the boundaries for what you can do in your RAG workflows.

Knowledge Base 135

Knowledge Base Artificial Inteligence Lambda Applications 135

AWS Machine Learning - AI

AUGUST 5, 2024

Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock. As a fully managed service, Knowledge Bases for Amazon Bedrock makes it straightforward to set up a Retrieval Augmented Generation (RAG) workflow. With Knowledge Bases for Amazon Bedrock, we first set up a vector database on AWS.

Knowledge Base 116

Knowledge Base Artificial Inteligence Programming Generative AI 116

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.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

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

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 97

Knowledge Base Data Technical Advisors AWS 97

CIO

JANUARY 12, 2025

Vision 2030 aims to foster a knowledge-based economy and establish Saudi Arabia as a global leader in technology and innovation. The surge in AI and IoT-focused startups is directly aligned with the objectives of Saudi Vision 2030, a strategic framework designed to diversify the Kingdoms economy and reduce its reliance on oil revenues.

IoT 179

IoT Knowledge Base Innovation Sustainability 179

CIO

NOVEMBER 11, 2024

Saudi Arabia’s AI ambitions are rooted in its Vision 2030 agenda, which outlines AI as a key pillar in the country’s transition to a knowledge-based economy. By prioritizing AI, the Kingdom hopes to cultivate new revenue streams outside of its traditional reliance on oil.

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Artificial Intelligence Artificial Inteligence Data Center ChatGPT 193

AWS Machine Learning - AI

OCTOBER 29, 2024

We have built a custom observability solution that Amazon Bedrock users can quickly implement using just a few key building blocks and existing logs using FMs, Amazon Bedrock Knowledge Bases , Amazon Bedrock Guardrails , and Amazon Bedrock Agents.

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Generative AI Applications AWS Knowledge Base 112

AWS Machine Learning - AI

OCTOBER 31, 2024

The Lambda function interacts with Amazon Bedrock through its runtime APIs, using either the RetrieveAndGenerate API that connects to a knowledge base, or the Converse API to chat directly with an LLM available on Amazon Bedrock. If you don’t have an existing knowledge base, refer to Create an Amazon Bedrock knowledge base.

Generative AI 123

Generative AI Lambda Applications AWS 123

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.

Knowledge Base 95

Knowledge Base Generative AI Artificial Inteligence How To 95

AWS Machine Learning - AI

AUGUST 28, 2024

The complexity of developing and deploying an end-to-end RAG solution involves several components, including a knowledge base, retrieval system, and generative language model. Solution overview The solution provides an automated end-to-end deployment of a RAG workflow using Knowledge Bases for Amazon Bedrock.

Knowledge Base 94

Knowledge Base AWS Generative AI Machine Learning 94

CIO

OCTOBER 30, 2024

Immediate access to vast security knowledge bases and quick documentation retrieval are just the beginning. By automating routine tasks, these AI assistants enrich intelligence, support informed decision-making, and guide users through complex remediation processes.

Knowledge Base 190

Knowledge Base Analysis Sustainability Network 190

CIO

MARCH 14, 2025

IDC TechMatch is the first AI-driven software sourcing platform that empowers you to make confident software investment decisions faster using the most reliable IT market knowledge base.

Technical Review 191

Technical Review Weak Development Team B2B Software Review 191

AWS Machine Learning - AI

DECEMBER 23, 2024

GraphRAG with Neptune is built into Amazon Bedrock Knowledge Bases , offering an integrated experience with no additional setup or additional charges beyond the underlying services. To learn more, see Retrieve data and generate AI responses with Amazon Bedrock Knowledge Bases.

Generative AI 130

Generative AI Artificial Inteligence AWS Knowledge Base 130

CIO

DECEMBER 9, 2024

In this scenario, using AI to improve employee capabilities by building on the existing knowledge base will be key. In 2025, we can expect to see better frameworks for calculating these costs from firms such as Gartner, IDC, and Forrester that build on their growing knowledge bases from proofs of concept and early deployments.

Enterprise 174

Enterprise Artificial Inteligence Off-The-Shelf Knowledge Base 174

Agile Alliance

JUNE 1, 2023

An approach to instilling Agile and Scrum knowledge based on a Just-In-Time strategy.

SCRUM 272

SCRUM Knowledge Base Agile Strategy 272

AWS Machine Learning - AI

MARCH 4, 2025

Knowledge base integration Incorporates up-to-date WAFR documentation and cloud best practices using Amazon Bedrock Knowledge Bases , providing accurate and context-aware evaluations. These documents form the foundation of the RAG architecture. Metadata filtering is used to improve retrieval accuracy.

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Generative AI Technical Review Software Review Systems Review 102

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

CIO

OCTOBER 24, 2024

Deploy automation processes and accurate knowledge bases to speed up help desk response and resolution. Establish DEX metrics and equip IT with the DEX management processes and tools to monitor, collect, analyze, and present this data.

Metrics 178

Metrics Machine Learning Artificial Inteligence Report 178

AWS Machine Learning - AI

MARCH 20, 2025

With visual grounding, confidence scores, and seamless integration into knowledge bases, it powers Retrieval Augmented Generation (RAG)-driven document retrieval and completes the deployment of production-ready AI workflows in days, not months.

Data 110

Data Generative AI Artificial Inteligence Compliance 110

CIO

JANUARY 20, 2025

According to Jackson, CIOs arent sitting in ivory tower offices discussing the virtues of one AGI benchmark over another; theyre asking their software developers to automate complex knowledge-based tasks and processes with foundation models.

Development 183

Development ChatGPT Research Exercises 183

Dzone - DevOps

JANUARY 9, 2025

These agents are not just simple tools they are flexible systems that can make informed decisions by using the data they collect and their knowledge base. This helps them depend less on manual work and be more efficient and scalable.

DevOps 98

DevOps Cloud Artificial Intelligence Artificial Inteligence 98

AWS Machine Learning - AI

DECEMBER 11, 2024

When Amazon Q Business became generally available in April 2024, we quickly saw an opportunity to simplify our architecture, because the service was designed to meet the needs of our use caseto provide a conversational assistant that could tap into our vast (sales) domain-specific knowledge bases.

AWS 106

AWS Generative AI Technical Review Artificial Inteligence 106

AWS Machine Learning - AI

MARCH 11, 2025

One of the most critical applications for LLMs today is Retrieval Augmented Generation (RAG), which enables AI models to ground responses in enterprise knowledge bases such as PDFs, internal documents, and structured data. These five webpages act as a knowledge base (source data) to limit the RAG models response.

Artificial Inteligence 100

Artificial Inteligence Knowledge Base Comparison Generative AI 100

CIO

NOVEMBER 4, 2024

Beyond compliance to a full AI-based cybersecurity solution Camelot’s immediate goal with Myrddin is to keep improving its AI capabilities so users can conduct full AI-driven gap assessments. As cybersecurity compliance standards evolve, Myrddin’s knowledge base will expand so it can continue providing up-to-date, reliable guidance.

Compliance 173

Compliance Artificial Inteligence Guidelines Artificial Intelligence 173

TechEmpower CTO

OCTOBER 9, 2023

Moreover, LLMs come equipped with an extensive knowledge base derived from the vast amounts of data they've been trained on. This expansive, and ever-increasing knowledge base allows them to provide insights, answers, and context that may not even exist in a business's specific dataset or repository.

Generative AI 346

Generative AI Artificial Inteligence How To Systems Review 346

AWS Machine Learning - AI

NOVEMBER 22, 2024

RAG and other possible integrations RAG is a strategy that enhances the output of a large language model (LLM) by allowing it to reference an authoritative external knowledge base, generating more accurate or secure responses.

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Generative AI AWS Technical Review Backup 95