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.

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AWS Machine Learning - AI

MAY 31, 2024

FMs are trained on vast quantities of data, allowing them to be used to answer questions on a variety of subjects. Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data. The following diagram depicts a high-level RAG architecture.

Knowledge Base 128

Knowledge Base Artificial Inteligence AWS Serverless 128

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.

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Artificial Inteligence Microservices Generative AI AWS 97

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 133

Knowledge Base Artificial Inteligence Study AWS 133

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 85

Generative AI Technical Review Insurance Policies 85

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).

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Knowledge Base Generative AI Artificial Inteligence AWS 123

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? With traditional training programs, we’re seeing the problem only get worse.

Technical Review 166

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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 108

Data Generative AI Artificial Inteligence Compliance 108

TechCrunch

JULY 13, 2021

Its Security Optimization Platform platform, which supports Windows, Linux and macOS across public, private and on-premises cloud environments, is based on the MITRE ATT&CK framework , a curated knowledge base of known adversary threats, tactics and techniques. How to respond to a data breach.

Linux 242

Linux Technical Review Windows Software Review 242

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 115

Generative AI AWS Groups Artificial Inteligence 115

AWS Machine Learning - AI

APRIL 10, 2025

Demystifying RAG and model customization RAG is a technique to enhance the capability of pre-trained models by allowing the model access to external domain-specific data sources. It combines two components: retrieval of external knowledge and generation of responses. To do so, we create a knowledge base.

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Case Study Artificial Inteligence Study Generative AI 58

AWS Machine Learning - AI

JANUARY 29, 2025

By providing high-quality, openly available models, the AI community fosters rapid iteration, knowledge sharing, and cost-effective solutions that benefit both developers and end-users. DeepSeek AI , a research company focused on advancing AI technology, has emerged as a significant contributor to this ecosystem.

Generative AI 126

Generative AI Artificial Inteligence AWS Technical Review 126

CIO

JULY 10, 2024

For example, 68% of high performers said gen AI risk awareness and mitigation were required skills for technical talent, compared to just 34% for other companies. It’s very easy for computer scientists to just look at the cool things a technology can do,” says Beena Ammanath, executive director of the Global AI Institute at Deloitte.

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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.

Artificial Inteligence 93

Artificial Inteligence Generative AI Training Metrics 93

CIO

NOVEMBER 20, 2023

“As a ‘copilot’ for call center workers, a generative AI-trained assistant can help them quickly access information or suggest replies by linking to the customer knowledge base,” says Condell. “We We can pass auto-generated replies as an internal note to the ticket, where the agent can quickly review, rework if needed, and send.”

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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.

Artificial Inteligence 125

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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.

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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. Yasmine Rodriguez, CTO of Asure.

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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. RAG combines knowledge retrieved from external sources with language generation to provide more contextual and accurate responses.

Generative AI 133

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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. The list must contain only explanations of the technical details of the table from cell values.

Strategy 130

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AWS Machine Learning - AI

SEPTEMBER 11, 2024

Technology operations (TechOps) refers to the set of processes and activities involved in managing and maintaining an organization’s IT infrastructure and services. There are several terminologies used with reference to managing information technology operations, including ITOps, SRE, AIOps, DevOps, and SysOps.

Generative AI 84

Generative AI Technical Review Technology AWS 84

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.

Generative AI 130

Generative AI Artificial Inteligence Technical Review Development Team Review 130

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 64

CIO

APRIL 22, 2022

Offered by the PMI, the Agile Certified Practitioner (ACP) certification is designed to validate your knowledge of agile principles and skills with agile techniques. The exam covers topics including Scrum, Kanban, Lean, extreme programming (XP), and test-driven development (TDD). Price : $435 for members; $495 for non-members.

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Project Management SCRUM Software Review Technical Review 167

Perficient

JANUARY 9, 2025

Boomi Boomi, a Dell Technologies company, provides a cloud-based integration platform (iPaaS) service designed for ease of use. It features a user-friendly interface with drag-and-drop functionality, making it accessible to non-technical users. Offers extensive documentation and training resources to help users get up to speed.

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Technical Review Scalability Systems Review Enterprise 52

Apiumhub

MARCH 24, 2025

The visual nature of images makes these biases easier to spot, but they are present across a wide range of AI technologies, affecting how information is generated and interpreted. Similarly, an AI trained on selective data can reinforce preexisting opinions rather than provide an objective perspective. Where Does the Bias Come From?

Artificial Inteligence 59

Artificial Inteligence ChatGPT How To Artificial Intelligence 59

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. The following screenshot shows an example of the event filters (1) and time filters (2) as seen on the filter bar (source: Cato knowledge base ).

Network 107

Network Artificial Inteligence Machine Learning Serverless 107

TechCrunch

APRIL 19, 2022

“SaaS is not just about IT, or technology. “[Our main competitors] address tech companies.” Algorithms, including a classifier trained on a database of over 100,000 companies, determine which data flows come from which SaaS apps and detect SaaS apps that aren’t in the knowledge base Beamy maintains.

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AWS Machine Learning - AI

JANUARY 29, 2025

An operating model defines the organizational design, core processes, technologies, roles and responsibilities, governance structures, and financial models that drive a businesss operations. Furthermore, the data that the model was trained on might be out of date, which leads to providing inaccurate responses.

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AWS Machine Learning - AI

MARCH 19, 2024

Generative AI using large pre-trained foundation models (FMs) such as Claude can rapidly generate a variety of content from conversational text to computer code based on simple text prompts, known as zero-shot prompting. Answers are generated through the Amazon Bedrock knowledge base with a RAG approach.

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CIO

SEPTEMBER 27, 2023

And while many CIOs might have a fairly solid understanding of the technology, putting it into actual use at scale is something else entirely. As with any other significant technology rollout, it’s generally better to walk before running. Gen AI is a relatively new tool for organizations and individual users. Another is education. “In

Strategy 190

Strategy Artificial Inteligence Education Generative AI 190

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.

AWS 125

AWS Applications Lambda Knowledge Base 125

CIO

JULY 6, 2023

Organizations have been combining automation and AI technologies for a few years now to improve their business processes,” says Maureen Fleming, program vice president at research firm IDC. “AI What’s more, we’re now reviewing incoming bots to see if we can make them smarter with AI capabilities.

Artificial Inteligence 179

Artificial Inteligence Technical Review Generative AI Artificial Intelligence 179

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI with AWS The emergence of FMs is creating both opportunities and challenges for organizations looking to use these technologies. 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 127

Generative AI AWS Applications Artificial Inteligence 127

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 127

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. You can build such chatbots following the same process.

Generative AI 112

Generative AI Artificial Inteligence AWS Applications 112

TechCrunch

DECEMBER 30, 2022

The DALL-E 2-generated images, meanwhile, exhibit the limitations of today’s text-to-image tech, like garbled text and off proportions. The case has implications for generative art AI like DALL-E 2, which similarly has been found to copy and paste from the datasets on which they were trained (i.e., ” Copyright issues.

Video 248

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