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. Knowledge Bases for Amazon Bedrock is a fully managed RAG capability that allows you to customize FM responses with contextual and relevant company data.

Knowledge Base 130

Knowledge Base Artificial Inteligence AWS Serverless 130

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

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 130

Knowledge Base Artificial Inteligence Applications Lambda 130

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 122

Case Study Artificial Inteligence Study Generative AI 122

AWS Machine Learning - AI

MAY 2, 2025

The role of financial assistant This post explores a financial assistant system that specializes in three key tasks: portfolio creation, company research, and communication. Portfolio creation begins with a thorough analysis of user requirements, where the system determines specific criteria such as the number of companies and industry focus.

Real Estate 87

Real Estate Artificial Inteligence Knowledge Base Lambda 87

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. System integration – Agents make API calls to integrated company systems to run specific actions.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

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

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. The following screenshot shows an example of an interaction with Field Advisor.

AWS 107

AWS Generative AI Technical Review Artificial Inteligence 107

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

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

MARCH 18, 2025

This transcription then serves as the input for a powerful LLM, which draws upon its vast knowledge base to provide personalized, context-aware responses tailored to your specific situation. This solution can transform the patient education experience, empowering individuals to make informed decisions about their healthcare journey.

Artificial Inteligence 112

Artificial Inteligence Technical Review Healthcare Systems Review 112

AWS Machine Learning - AI

APRIL 22, 2025

Infosys Event AI is designed to make knowledge universally accessible, making sure that valuable insights are not lost and can be efficiently utilized by individuals and organizations across diverse industries both during the event and after the event has concluded. MediaConnect securely transmits the stream to MediaLive for processing.

Media 79

Media Knowledge Base AWS Systems Review 79

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

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 121

Generative AI Artificial Inteligence Knowledge Base AWS 121

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. Through this architecture, MCP enables users to build more powerful, context-aware AI agents that can seamlessly access the information and tools they need.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

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.

Data 116

Data Generative AI Artificial Inteligence Compliance 116

AWS Machine Learning - AI

JANUARY 13, 2025

Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools. But these resources tend to become siloed over time and inaccessible across teams, resulting in reduced knowledge, duplication of work, and reduced productivity.

Generative AI 105

Generative AI AWS Innovation Knowledge Base 105

AWS Machine Learning - AI

JANUARY 29, 2025

In this post, we evaluate different generative AI operating model architectures that could be adopted. It encompasses a range of measures aimed at mitigating risks, promoting accountability, and aligning generative AI systems with ethical principles and organizational objectives.

Generative AI 94

Generative AI Organization Enterprise Artificial Inteligence 94

AWS Machine Learning - AI

APRIL 9, 2025

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. We begin with an overview of the available metrics and how they can be used for measuring user engagement and system effectiveness.

Weak Development Team 85

Weak Development Team Metrics AWS Systems Review 85

AWS Machine Learning - AI

NOVEMBER 20, 2024

In this post, we explore how you can use Amazon Q Business , the AWS generative AI-powered assistant, to build a centralized knowledge base for your organization, unifying structured and unstructured datasets from different sources to accelerate decision-making and drive productivity. you might need to edit the connection.

Data 111

Data AWS Groups Knowledge Base 111

AWS Machine Learning - AI

MAY 30, 2024

In this blog, we walkthrough the architectural components, evaluation criteria for the components selected by Vitech and the process flow of user interaction within VitechIQ. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system. The following diagram shows the solution architecture.

Artificial Inteligence 130

Artificial Inteligence Technical Review Development Team Review Software Review 130

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 87

Generative AI Artificial Inteligence Metrics AWS 87

AWS Machine Learning - AI

DECEMBER 10, 2024

Furthermore, Amazon Q Business plugins enable employees to take direct actions within multiple enterprise applicationssuch as upgrading service ticket prioritiesthrough a single Amazon Q Business interface, eliminating the need to switch between different systems and saving valuable time. This shows the update capability of built in plugin.

Applications 104

Applications Enterprise Authentication AWS 104

AWS Machine Learning - AI

APRIL 18, 2024

With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. AWS Landing Zone architecture in the context of cloud migration AWS Landing Zone can help you set up a secure, multi-account AWS environment based on AWS best practices.

AWS 129

AWS Applications Lambda Knowledge Base 129

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 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

JUNE 26, 2024

The interaction shows how AI-powered assistants recognize and plan based on user’s prompts, come up with steps to retrieve context from data stores, and pass through various tools and LLM to arrive at a response. Both the action groups and knowledge base are optional and not required for the agent itself.

Artificial Inteligence 134

Artificial Inteligence Research Knowledge Base Applications 134

AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

DECEMBER 18, 2024

Generative AIpowered assistants such as Amazon Q Business can be configured to answer questions, provide summaries, generate content, and securely complete tasks based on data and information in your enterprise systems. This capability supports various use cases such as IT, HR, and help desk.

Artificial Inteligence 93

Artificial Inteligence Generative AI Authentication AWS 93

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.

Artificial Inteligence 92

Artificial Inteligence Systems Review System Data 92

AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user.

Artificial Inteligence 137

Artificial Inteligence Lambda Knowledge Base IoT 137

Tenable

APRIL 25, 2025

And get the latest on ransomware preparedness for OT systems and on the FBIs 2024 cyber crime report. 15% of employees routinely access generative AI systems via their work devices at least once every two weeks. Plus, find out whats new in the latest version of MITRE ATT&CK. Expanded guidance on mobile and cloud security.

Mobile 66

Mobile Cloud Systems Review Internet 66

CIO

JULY 25, 2023

The company’s old system for managing these tickets had many drawbacks. Additionally, because it required so much hands-on labor, the system left sensitive employee data, including personally identifiable information (PII), potentially vulnerable to exposure.

Systems Review 147

Systems Review Technical Review Software Review Knowledge Base 147

Capgemini

OCTOBER 8, 2024

Navigating knowledge bases efficiently: The power of Gen AI and Snowflake Cortex AI Dawid Benski 7th October 2024 Facebook Twitter Linkedin Most companies that rely heavily on document stores for knowledge sharing and team collaboration often end up with many pages created by users. Slide to submit Thank you for reaching out.

Knowledge Base 52

Knowledge Base Artificial Inteligence Technical Review Development Team Review 52

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. With Knowledge Bases for Amazon Bedrock , you can simplify the RAG development process to provide more accurate anomaly root cause analysis for plant workers.

Generative AI 137

Generative AI Industry Artificial Inteligence Knowledge Base 137

John Snow Labs

DECEMBER 13, 2024

Building a Better way to Practice Functional & Integrative Medicine Functional medicine emphasizes a personalized, systems-based methodology focused on root cause analysis, prevention, and long-term health improvement. Functional medicine often deals with intricate, multi-system issues.

Knowledge Base 52

Knowledge Base Generative AI Artificial Inteligence Guidelines 52

CIO

MAY 2, 2023

Essentially, tailoring the answer not only based on a massive knowledge base of data, but also on the individual customer’s preferences. Caton : CarMax reviews millions of vehicles. CarMax used the Azure OpenAI Service to analyze millions of reviews and present a summary.

Generative AI 148

Generative AI Retail Artificial Inteligence Industry 148