Artificial Inteligence, Artificial Intelligence and Knowledge Base

Difference between Artificial Intelligence and Machine Learning

The Crazy Programmer

FEBRUARY 7, 2020

We are talking about machine learning and artificial intelligence. Artificial Intelligence does not the system to be pre programmed however they are given algorithms which are able to learn on their own intelligence. . Machine learning is a subset of Artificial Intelligence.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Machine Learning Knowledge Base

How AI can alleviate help desk workloads

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Yet many still rely on phone calls, outdated knowledge bases, and manual processes.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

Artificial Inteligence Knowledge Base Artificial Intelligence Machine Learning

Evaluating RAG applications with Amazon Bedrock knowledge base evaluation

AWS Machine Learning - AI

MARCH 14, 2025

Organizations building and deploying AI applications, particularly those using large language models (LLMs) with Retrieval Augmented Generation (RAG) systems, face a significant challenge: how to evaluate AI outputs effectively throughout the application lifecycle.

Knowledge Base

Knowledge Base Applications Artificial Inteligence Generative AI

Webinars

How to Achieve High-Accuracy Results When Using LLMs

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Camelot Secure’s AI wizard eases path to cybersecurity compliance

CIO

NOVEMBER 4, 2024

Like many innovative companies, Camelot looked to artificial intelligence for a solution. The result is Myrddin, an AI-based cyber wizard that provides answers and guidance to IT teams undergoing CMMC assessments. However, integrating Myrddin into the CMMC dashboard was just the beginning.

Compliance

Compliance Artificial Inteligence Guidelines Artificial Intelligence

Saudi Arabia launches $100 Billion AI initiative to lead in global tech

CIO

NOVEMBER 11, 2024

Saudi Arabia has announced a 100 billion USD initiative aimed at establishing itself as a major player in artificial intelligence, data analytics, and advanced technology. 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.

Artificial Intelligence

Artificial Intelligence Artificial Inteligence Data Center ChatGPT

7 ways gen AI can create more work than it saves

CIO

NOVEMBER 13, 2024

One is going through the big areas where we have operational services and look at every process to be optimized using artificial intelligence and large language models. And the second is deploying what we call LLM Suite to almost every employee. “We’re doing two things,” he says.

Weak Development Team

Weak Development Team Artificial Inteligence Technical Review Generative AI

How to Use Generative AI and LLMs to Improve Search

TechEmpower CTO

OCTOBER 9, 2023

Artificial Intelligence (AI), and particularly Large Language Models (LLMs), have significantly transformed the search engine as we’ve known it. With Generative AI and LLMs, new avenues for improving operational efficiency and user satisfaction are emerging every day.

Generative AI

Generative AI Artificial Inteligence How To Systems Review

What to expect from AI in the enterprise in 2025

CIO

DECEMBER 9, 2024

This is particularly true with enterprise deployments as the capabilities of existing models, coupled with the complexities of many business workflows, led to slower progress than many expected. But this isnt intelligence in any human sense. Failure to do so could mean a 500% to 1,000% error increase in their cost calculations.

Enterprise

Enterprise Artificial Inteligence Off-The-Shelf Knowledge Base

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

AWS Machine Learning - AI

NOVEMBER 19, 2024

In this post, we demonstrate how to create an automated email response solution using Amazon Bedrock and its features, including Amazon Bedrock Agents , Amazon Bedrock Knowledge Bases , and Amazon Bedrock Guardrails. These indexed documents provide a comprehensive knowledge base that the AI agents consult to inform their responses.

Knowledge Base

Knowledge Base Generative AI Technical Review Lambda

Maximizing AI Agents for Seamless DevOps and Cloud Success

Dzone - DevOps

JANUARY 9, 2025

The fast growth of artificial intelligence (AI) has created new opportunities for businesses to improve and be more creative. A key development in this area is intelligent agents. These agents are becoming critical in transforming DevOps and cloud delivery processes.

DevOps

DevOps Cloud Artificial Intelligence Artificial Inteligence

Introducing guardrails in Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

JULY 3, 2024

Knowledge Bases for Amazon Bedrock is a fully managed capability that helps you securely connect foundation models (FMs) in Amazon Bedrock to your company data using Retrieval Augmented Generation (RAG). In the following sections, we demonstrate how to create a knowledge base with guardrails.

Knowledge Base

Knowledge Base Artificial Inteligence Generative AI AWS

SAP and Nvidia expand partnership to aid customers with gen AI

CIO

MARCH 18, 2024

SAP and Nvidia announced an expanded partnership today with an eye to deliver the accelerated computing that customers need in order to adopt large language models (LLMs) and generative AI at scale. We wanted to design it in a way that customers don’t have to care about complexity,” he said.

Artificial Inteligence

Artificial Inteligence Microservices Generative AI Artificial Intelligence

Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

AWS Machine Learning - AI

SEPTEMBER 25, 2024

In the realm of generative artificial intelligence (AI) , Retrieval Augmented Generation (RAG) has emerged as a powerful technique, enabling foundation models (FMs) to use external knowledge sources for enhanced text generation. Latest innovations in Amazon Bedrock Knowledge Base provide a resolution to this issue.

Knowledge Base

Knowledge Base Artificial Inteligence Analysis AWS

Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock

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. Create new generative AI-powered intent in Amazon Lex using the built-in QnAIntent and point the knowledge base.

Knowledge Base

Knowledge Base Artificial Inteligence Generative AI AWS

Heyday lands $6M to build a knowledge base from the services you already use

TechCrunch

JUNE 28, 2022

Launched in 2021, Heyday is designed to automatically save web pages and pull in content from cloud apps, resurfacing the content alongside search engine results and curating it into a knowledge base. Investors include Spark Capital, which led a $6.5 million seed round in the company that closed today.

Knowledge Base

Knowledge Base Artificial Inteligence Machine Learning Research

Four things that matter in the AI hype cycle

CIO

OCTOBER 24, 2023

It’s been almost one year since a new breed of artificial intelligence took the world by storm. The capabilities of these new generative AI tools, most of which are powered by large language models (LLM), forced every company and employee to rethink how they work.

Artificial Inteligence

Artificial Inteligence Part-Time VPE Artificial Intelligence Training

Generative AI hallucinations: What can IT do?

CIO

NOVEMBER 7, 2023

Use retrieval-augmented generation (RAG) Retrieval-augmented generation (RAG) is a technique that allows models to retrieve information from a specified dataset or knowledge base. Using certain prompt engineering techniques can train models to respond in more predictable ways and can increase the accuracy of problem-solving.

Generative AI

Generative AI Artificial Inteligence Software Review Artificial Intelligence

Building scalable, secure, and reliable RAG applications using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. This post explores the new enterprise-grade features for Knowledge Bases on Amazon Bedrock and how they align with the AWS Well-Architected Framework.

Knowledge Base

Knowledge Base Scalability Applications Generative AI

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 1, 2024

Fine-tuning is a powerful approach in natural language processing (NLP) and generative AI , allowing businesses to tailor pre-trained large language models (LLMs) for specific tasks. This process involves updating the model’s weights to improve its performance on targeted applications.

Artificial Inteligence

Artificial Inteligence Generative AI Training Metrics

Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

AWS Machine Learning - AI

MAY 31, 2024

Amazon Bedrock is a fully managed service that makes foundational models (FMs) from leading artificial intelligence (AI) companies and Amazon available through an API, so you can choose from a wide range of FMs to find the model that’s best suited for your use case.

Knowledge Base

Knowledge Base Artificial Inteligence AWS Serverless

Announcing Cloudera’s Enterprise Artificial Intelligence Partnership Ecosystem

Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. In a stack including Cloudera Data Platform the applications and underlying models can also be deployed from the data management platform via Cloudera Machine Learning.

Artificial Inteligence

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning

Tractor Supply enlists AI to deliver ‘legendary’ customer service

CIO

APRIL 12, 2024

prides itself in delivering “legendary” customer service, and it has turned to artificial intelligence to assist with that goal. Explaining life out here The Hey GURA assistant includes a wide-ranging “life out here” knowledge base, echoing Tractor Supply’s corporate brand message. Tractor Supply Co.

Artificial Inteligence

Artificial Inteligence Retail Artificial Intelligence Knowledge Base

Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions.

Knowledge Base

Knowledge Base Artificial Inteligence Applications Lambda

Knowledge Bases in Amazon Bedrock now simplifies asking questions on a single document

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

Knowledge Base Generative AI Artificial Inteligence AWS

Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

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

Knowledge Base Artificial Inteligence Lambda Authentication

How traditional and generative AI are transforming Enterprise Service Management

CIO

JULY 5, 2023

With generative AI, ESM platforms could not only understand the context of a user request in natural language but also comb through multiple knowledge bases to provide much more than links to information. Generative AI promises an entirely new level of innovation. And they won’t just get pointers to solutions.

Generative AI

Generative AI Artificial Inteligence Enterprise ChatGPT

Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications

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

Knowledge Base Artificial Inteligence Lambda Applications

5 ways AI is showing promise as a decision-maker

CIO

NOVEMBER 20, 2023

Now they’re eyeing a next-phase opportunity—relying on machine intelligence to handle complex decisions. “If Instead of waiting on hold or navigating through phone menus, customers can instantly get answers from a virtual agent that is far more engaging and knowledgeable than past generations of chatbots.

Artificial Inteligence

Artificial Inteligence Airlines Artificial Intelligence Retail

ChatGPT, the rise of generative AI

CIO

APRIL 25, 2023

ChatGPT’s conversational interface is a distinguished method of accessing its knowledge. This interface paired with increased tokens and an expansive knowledge base with many more parameters, helps ChatGPT to seem quite human-like. Learn more about Protiviti’s Artificial Intelligence Services.

Generative AI

Generative AI ChatGPT Artificial Inteligence Artificial Intelligence

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

AWS Machine Learning - AI

NOVEMBER 1, 2024

Although tagging is supported on a variety of Amazon Bedrock resources —including provisioned models, custom models, agents and agent aliases, model evaluations, prompts, prompt flows, knowledge bases, batch inference jobs, custom model jobs, and model duplication jobs—there was previously no capability for tagging on-demand foundation models.

Generative AI

Generative AI AWS Artificial Inteligence Budget

Empower your generative AI application with a comprehensive custom observability solution

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.

Generative AI

Generative AI Applications AWS Knowledge Base

Build custom generative AI applications powered by Amazon Bedrock

AWS Machine Learning - AI

AUGUST 6, 2024

Now I’d like to turn to a slightly more technical, but equally important differentiator for Bedrock—the multiple techniques that you can use to customize models and meet your specific business needs. Customization unlocks the transformative potential of large language models.

Generative AI

Generative AI Artificial Inteligence Applications Knowledge Base

Accelerate AWS Well-Architected reviews with Generative AI

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. Amazon Textract extracts the content from the uploaded documents, making it machine-readable for further processing.

Generative AI

Generative AI Technical Review Software Review Systems Review

Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

AWS Machine Learning - AI

NOVEMBER 15, 2024

As Principal grew, its internal support knowledge base considerably expanded. Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. 2024, Principal Financial Services, Inc.

Generative AI

Generative AI AWS Groups Artificial Inteligence

Catalog, query, and search audio programs with Amazon Transcribe and Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

AUGUST 5, 2024

Finding relevant content usually requires searching through text-based metadata such as timestamps, which need to be manually added to these files. Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock. With Knowledge Bases for Amazon Bedrock, we first set up a vector database on AWS.

Knowledge Base

Knowledge Base Artificial Inteligence Programming Generative AI

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

FEBRUARY 8, 2024

At the forefront of this evolution sits Amazon Bedrock , a fully managed service that makes high-performing foundation models (FMs) from Amazon and other leading AI companies available through an API. The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details.

Knowledge Base

Knowledge Base Insurance Lambda AWS

Adversarial machine learning: 5 recommendations for app sec teams

TechBeacon

DECEMBER 3, 2020

The automated program, dubbed Tay, responded to tweets and incorporated the content of those tweets into its knowledge base, riffing off the topics to carry on conversations. In 2016, Microsoft released a prototype chatbot on Twitter.

Artificial Inteligence

Artificial Inteligence Machine Learning Knowledge Base Programming

3 ways Generative AI is transforming the retail industry

CIO

MAY 2, 2023

Generative artificial intelligence (GenAI) tools such as Azure OpenAI have been drawing attention in recent months, and there is widespread consensus that these technologies can significantly transform the retail industry. Girish is based out of Mumbai, India, and in his free time loves watching science fiction movies.

Generative AI

Generative AI Retail Artificial Inteligence Industry

Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

NOVEMBER 7, 2024

Depending on the use case and data isolation requirements, tenants can have a pooled knowledge base or a siloed one and implement item-level isolation or resource level isolation for the data respectively. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures.

Generative AI

Generative AI AWS Artificial Inteligence Enterprise

How AWS sales uses Amazon Q Business for customer engagement

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

AWS Generative AI Technical Review Artificial Inteligence

Delight your customers with great conversational experiences via QnABot, a generative AI chatbot

AWS Machine Learning - AI

AUGUST 15, 2024

QnABot on AWS (an AWS Solution) now provides access to Amazon Bedrock foundational models (FMs) and Knowledge Bases for Amazon Bedrock , a fully managed end-to-end Retrieval Augmented Generation (RAG) workflow. If a knowledge base ID is configured , the Bot Fulfillment Lambda function forwards the request to the knowledge base.

Artificial Inteligence

Artificial Inteligence Generative AI Knowledge Base Lambda

BMC Helix: Leading the charge in Generative AI-driven enterprise service management

CIO

AUGUST 29, 2023

So, let’s consider the potential impact on one sector to explore the future of generative AI, large language models (LLMs), and enterprise service management (ESM)—a combination that many are coming to call AI service management. But generative AI can go well beyond scanning the knowledge base.

Generative AI

Generative AI Artificial Inteligence Enterprise Knowledge Base

John Snow Labs is All In on Generative AI, Achieving 82M Spark NLP Downloads, 5x NLP Lab Growth, and New State-of-the-Art LLM Accuracy Benchmarks

John Snow Labs

JANUARY 25, 2024

Attributed to its state-of-the-art artificial intelligence (AI) models and proven customer success, the focus on generative AI has gained the company industry recognition. The newly released Medical Chatbot provides a conversational interface to a suite of medical knowledge bases, updated daily.

Artificial Inteligence

Artificial Inteligence Generative AI Case Study Healthcare

Saudi Arabia’s deep tech startup ecosystem thrives with focus on AI and IoT, fueling Vision 2030

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

IoT Knowledge Base Innovation Sustainability

Difference between Artificial Intelligence and Machine Learning

How AI can alleviate help desk workloads

Webinars

Trending Sources

Evaluating RAG applications with Amazon Bedrock knowledge base evaluation

Webinars

Camelot Secure’s AI wizard eases path to cybersecurity compliance

Saudi Arabia launches $100 Billion AI initiative to lead in global tech

7 ways gen AI can create more work than it saves

How to Use Generative AI and LLMs to Improve Search

What to expect from AI in the enterprise in 2025

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

Maximizing AI Agents for Seamless DevOps and Cloud Success

Introducing guardrails in Knowledge Bases for Amazon Bedrock

SAP and Nvidia expand partnership to aid customers with gen AI

Elevate RAG for numerical analysis using Amazon Bedrock Knowledge Bases

Build a self-service digital assistant using Amazon Lex and Knowledge Bases for Amazon Bedrock

Heyday lands $6M to build a knowledge base from the services you already use

Four things that matter in the AI hype cycle

Generative AI hallucinations: What can IT do?

Building scalable, secure, and reliable RAG applications using Knowledge Bases for Amazon Bedrock

Best practices and lessons for fine-tuning Anthropic’s Claude 3 Haiku on Amazon Bedrock

Implementing Knowledge Bases for Amazon Bedrock in support of GDPR (right to be forgotten) requests

Announcing Cloudera’s Enterprise Artificial Intelligence Partnership Ecosystem

Tractor Supply enlists AI to deliver ‘legendary’ customer service

Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

Knowledge Bases in Amazon Bedrock now simplifies asking questions on a single document

Access control for vector stores using metadata filtering with Knowledge Bases for Amazon Bedrock

How traditional and generative AI are transforming Enterprise Service Management

Knowledge Bases for Amazon Bedrock now supports advanced parsing, chunking, and query reformulation giving greater control of accuracy in RAG based applications

5 ways AI is showing promise as a decision-maker

ChatGPT, the rise of generative AI

Track, allocate, and manage your generative AI cost and usage with Amazon Bedrock

Empower your generative AI application with a comprehensive custom observability solution

Build custom generative AI applications powered by Amazon Bedrock

Accelerate AWS Well-Architected reviews with Generative AI

Principal Financial Group uses QnABot on AWS and Amazon Q Business to enhance workforce productivity with generative AI

Catalog, query, and search audio programs with Amazon Transcribe and Knowledge Bases for Amazon Bedrock

Automate the insurance claim lifecycle using Agents and Knowledge Bases for Amazon Bedrock

Adversarial machine learning: 5 recommendations for app sec teams

3 ways Generative AI is transforming the retail industry

Build a multi-tenant generative AI environment for your enterprise on AWS

How AWS sales uses Amazon Q Business for customer engagement

Delight your customers with great conversational experiences via QnABot, a generative AI chatbot

BMC Helix: Leading the charge in Generative AI-driven enterprise service management

John Snow Labs is All In on Generative AI, Achieving 82M Spark NLP Downloads, 5x NLP Lab Growth, and New State-of-the-Art LLM Accuracy Benchmarks

Saudi Arabia’s deep tech startup ecosystem thrives with focus on AI and IoT, fueling Vision 2030

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