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. FMs are trained on vast quantities of data, allowing them to be used to answer questions on a variety of subjects.

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Knowledge Base Artificial Inteligence AWS Serverless 129

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 135

Knowledge Base Artificial Inteligence Study AWS 135

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

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. Verisk also has a legal review for IP protection and compliance within their contracts.

Generative AI 88

Generative AI Technical Review Insurance Policies 88

AWS Machine Learning - AI

APRIL 22, 2025

Language barriers often hinder the distribution and comprehension of this knowledge during crucial encounters. Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language.

Media 73

Media Knowledge Base AWS Systems Review 73

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. NeMo Customizer for fine-tuning.

Microservices 89

Microservices Software Review Technical Review Systems Review 89

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

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

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.

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Data Generative AI Artificial Inteligence Compliance 111

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

APRIL 9, 2025

Your data is not used for training purposes, and the answers provided by Amazon Q Business are based solely on the data users have access to. 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.

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Weak Development Team Metrics AWS Systems Review 76

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. By fine-tuning, the LLM can adapt its knowledge base to specific data and tasks, resulting in enhanced task-specific capabilities.

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Artificial Inteligence Generative AI Training Metrics 94

AWS Machine Learning - AI

AUGUST 6, 2024

Trained on massive datasets, these models can rapidly comprehend data and generate relevant responses across diverse domains, from summarizing content to answering questions. Customization includes varied techniques such as Prompt Engineering, Retrieval Augmented Generation (RAG), and fine-tuning and continued pre-training.

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Generative AI Artificial Inteligence Applications Knowledge Base 136

CIO

JULY 22, 2024

According to a recent Skillable survey of over 1,000 IT professionals, it’s highly likely that your IT training isn’t translating into job performance. That’s a significant proportion of training budgets potentially being wasted on skills that aren’t making it to everyday work and productivity. Learning is failing IT.

Technical Review 167

Technical Review Performance Training Software Review 167

Xebia

OCTOBER 23, 2024

Load your (now) documents into a vector database; look at that — a knowledge base! Semantical bottlenecks in raw format Our must-have in knowledge bases, PDF, stands for Portable Document Format. Knowledge complexity varies, especially across different knowledge domains, and so must the respective chunk size.

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Strategy Comparison Groups Knowledge Base 130

AWS Machine Learning - AI

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Retrieval Augmented Generation (RAG) Retrieve relevant context from a knowledge base, based on the input query.

Network 108

Network Artificial Inteligence Machine Learning Serverless 108

Apiumhub

MARCH 24, 2025

The major reason is that as we become increasingly reliant on artificial intelligence to gather information, the question that arises is whether we can accept the answers that the system provides us without any further scrutiny. AI Bias originates from the humans who design, train, and deploy these systems.

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Artificial Inteligence ChatGPT How To Artificial Intelligence 59

AWS Machine Learning - AI

JANUARY 29, 2025

It encompasses a range of measures aimed at mitigating risks, promoting accountability, and aligning generative AI systems with ethical principles and organizational objectives. Large language models Large language models (LLMs) are large-scale ML models that contain billions of parameters and are pre-trained on vast amounts of data.

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Generative AI Organization Enterprise Artificial Inteligence 85

CIO

JUNE 21, 2024

Released in May 2023, the project — which garnered MITRE a 2024 CIO 100 Award for IT leadership and innovation — is integrated with MITRE’s 65-year-old knowledge base and tools, and has been put into production by more than 60% of its 10,000-strong workforce. API available to projects, Cenkl says. We took a risk.

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ChatGPT Generative AI Technical Review Nonprofit 201

AWS Machine Learning - AI

MAY 30, 2024

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. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system.

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Artificial Inteligence Technical Review Development Team Review Software Review 127

TechCrunch

DECEMBER 30, 2022

A new website, QuickVid , combines several generative AI systems into a single tool for automatically creating short-form YouTube, Instagram, TikTok and Snapchat videos. Both Meta and Google have showcased AI systems that can generate completely original clips given a text prompt. Generative AI is coming for videos. See: [link].

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Video Generative AI Systems Review Software Review 248

AWS Machine Learning - AI

MAY 13, 2024

In this part of the blog series, we review techniques of prompt engineering and Retrieval Augmented Generation (RAG) that can be employed to accomplish the task of clinical report summarization by using Amazon Bedrock. When summarizing healthcare texts, pre-trained LLMs do not always achieve optimal performance.

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Generative AI Artificial Inteligence Report Healthcare 130

AWS Machine Learning - AI

SEPTEMBER 23, 2024

Evaluating your Retrieval Augmented Generation (RAG) system to make sure it fulfils your business requirements is paramount before deploying it to production environments. With synthetic data, you can streamline the evaluation process and gain confidence in your system’s capabilities before unleashing it to the real world.

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Artificial Inteligence Systems Review System Data 87

AWS Machine Learning - AI

MAY 9, 2024

The Opportunity Verisk FAST’s initial foray into using AI was due to the immense breadth and complexity of the platform. It is designed to be deeply integrated into the FAST platform and use all of Verisk’s documentation, training materials, and collective expertise.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

CIO

APRIL 5, 2023

Commit bots can also help developers write messages that include enough information to be useful to users and other developers, and generative AI could do the same for IT staff documenting upgrades and system reboots. AI tools that summarize calls with customers and clients can help managers supervise and train staff.

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Generative AI Software Review ChatGPT Systems Review 167

AWS Machine Learning - AI

APRIL 18, 2024

Organizations typically counter these hurdles by investing in extensive training programs or hiring specialized personnel, which often leads to increased costs and delayed migration timelines. This Knowledge Base includes tailored best practices, security guardrails, and guidelines specific to the organization.

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AWS Applications Lambda Knowledge Base 127

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. The following screenshots show the UI.

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Generative AI Artificial Inteligence Metrics AWS 79

AWS Machine Learning - AI

MARCH 19, 2024

Industrial facilities grapple with vast volumes of unstructured data, sourced from sensors, telemetry systems, and equipment dispersed across production lines. To simplify these workflows, AWS has introduced Amazon Bedrock , enabling you to build and scale generative AI applications with state-of-the-art pre-trained FMs like Claude v2.

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Generative AI Industry Artificial Inteligence Knowledge Base 135

AWS Machine Learning - AI

MAY 14, 2024

These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data. RLHF is a technique that combines rewards and comparisons, with human feedback to pre-train or fine-tune a machine learning (ML) model.

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Generative AI Artificial Inteligence AWS Applications 115

Altexsoft

NOVEMBER 22, 2021

The importance of self-service is steadily increasing, with knowledge bases being the bright representative of the concept. Research shows that customers prefer knowledge bases over other self-service channels, so consider creating one — and we’ll help you figure out what it is and how you can make it best-of-class.

Knowledge Base 52

Knowledge Base How To Technical Review eCommerce 52

CIO

SEPTEMBER 27, 2023

“We utilize a system to capture product ideas from across the business, including specific gen AI ideas,” Iacob says. “By In the wider business, we’ve shared informal training and guidelines on using gen AI tools,” Iacob says. Some have different attributes in the way they were trained,” he says. Another is education. “In

Strategy 190

Strategy Artificial Inteligence Education Generative AI 190

AWS Machine Learning - AI

MARCH 14, 2024

The skills needed to properly integrate, customize, and validate FMs within existing systems and data are in short supply. Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work.

Generative AI 130

Generative AI AWS Applications Artificial Inteligence 130

Tenable

APRIL 25, 2025

And get the latest on ransomware preparedness for OT systems and on the FBIs 2024 cyber crime report. Businesses need to invest in robust security measures, including strong password policies, timely patching of vulnerabilities , and comprehensive security awareness training for employees," he added. Watch the webinar on-demand.

Systems Review 57

Systems Review Technical Review Generative AI Software Review 57

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. User Review “There is something that troubles me. User Review “Easy to use with amazing UI! User Review “Fantastic for cross-team collaboration.” User Review “Finally?—?We

Software Review 69

Software Review Technical Review Systems Review Project Management 69

AWS Machine Learning - AI

AUGUST 2, 2024

An approach to product stewardship with generative AI Large language models (LLMs) are trained with vast amounts of information crawled from the internet, capturing considerable knowledge from multiple domains. However, their knowledge is static and tied to the data used during the pre-training phase.

Artificial Inteligence 117

Artificial Inteligence Generative AI Energy Knowledge Base 117

AWS Machine Learning - AI

NOVEMBER 30, 2023

Leading AI companies like Anthropic have selected AWS as their primary cloud provider for mission-critical workloads, and the place to train their future models. The bottom layer is the infrastructure to train Large Language Models (LLMs) and other Foundation Models (FMs) and produce inferences or predictions.

Generative AI 142

Generative AI AWS Artificial Inteligence Software Review 142

Perficient

JANUARY 9, 2025

Offers extensive documentation and training resources to help users get up to speed. MuleSoft and Boomi Support and Communities MuleSoft Offers a robust support system with various plans, including premium options for enterprises. Boomi Known for its user-friendly interface, which simplifies the integration process.

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Technical Review Scalability Systems Review Enterprise 52