CIO

JULY 10, 2023

The key is a cloud-native, API-based architecture that allows you to design and build AI-based applications and prove them out in a low-risk way. Traditional identity verification methods like knowledge-based authentication (e.g. Artificial Intelligence what’s your mother’s maiden name?”)

Examples 188

Examples Organization Artificial Intelligence Artificial Inteligence 188

CIO

FEBRUARY 21, 2024

Choosing the right data architecture Currently, there are two primary technologies that are used to organize the data and the context needed for a RAG framework to generate accurate, relevant responses: Vector Databases (DBs) and Knowledge Graphs. Artificial Intelligence

Artificial Inteligence 159

Artificial Inteligence Generative AI Insurance Artificial Intelligence 159

Tenable

MARCH 8, 2024

Plus, a survey shows how artificial intelligence is impacting cybersecurity jobs. For example, among those whose primary role is security operations (SecOps), 39% are also involved in governance, risk and compliance (GRC); 47% in architecture and engineering (A&E); and 31% in AppSec. And much more! What’s new?

Infrastructure 115

Infrastructure Report Software Review Artificial Intelligence 115

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. The following diagram shows the solution architecture. Continuous evolution and learning – Vitech is able to expand its knowledge base on new domains.

Artificial Inteligence 95

Artificial Inteligence Technical Review Development Team Review Software Review 95

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. The following diagram illustrates the solution architecture. The following are some example prompts: Create a new claim.

Knowledge Base 112

Knowledge Base Insurance Lambda AWS 112

AWS Machine Learning - AI

MAY 30, 2024

Organizations across media and entertainment, advertising, social media, education, and other sectors require efficient solutions to extract information from videos and apply flexible evaluations based on their policies. Generative artificial intelligence (AI) has unlocked fresh opportunities for these use cases.

Generative AI 109

Generative AI Policies Video AWS 109

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 92

Knowledge Base Artificial Inteligence Applications Lambda 92

AWS Machine Learning - AI

APRIL 23, 2024

Generative artificial intelligence (AI) has gained significant momentum with organizations actively exploring its potential applications. However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles.

Knowledge Base 97

Knowledge Base Scalability Applications Generative AI 97

AWS Machine Learning - AI

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. The choice of vector database is an important architectural decision. Read and write access to an Amazon Simple Storage Service (Amazon S3) bucket.

Artificial Inteligence 69

Artificial Inteligence Generative AI Data Knowledge Base 69

AWS Machine Learning - AI

APRIL 8, 2024

RAG allows models to tap into vast knowledge bases and deliver human-like dialogue for applications like chatbots and enterprise search assistants. Solution overview In this post, we demonstrate how to create a RAG-based application using LlamaIndex and an LLM. Download press releases to use as our external knowledge base.

Artificial Inteligence 92

Artificial Inteligence Applications Knowledge Base AWS 92

Existek

OCTOBER 18, 2023

Generative AI examples in the medical industry Benefits of generative AI for healthcare How to adopt generative artificial intelligence in healthcare? With advancements driven by research breakthroughs, increased computing power, larger datasets, and innovative model architectures, it introduced sophisticated generative AI models.

Generative AI 52

Generative AI Healthcare Artificial Inteligence Artificial Intelligence 52

Cloudera

DECEMBER 20, 2023

Cloudera is launching and expanding partnerships to create a new enterprise artificial intelligence “AI” ecosystem. In the AMP, Pinceone’s vector database uses these knowledge bases to imbue context into chatbot responses, ensuring useful outputs.

Artificial Inteligence 74

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 74

AWS Machine Learning - AI

APRIL 18, 2024

Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges. With Amazon Bedrock, teams can input high-level architectural descriptions and use generative AI to generate a baseline configuration of Terraform scripts. Amazon Bedrock generates Terraform code from architectural descriptions.

AWS 96

AWS Lambda Applications Generative AI 96

Exadel

AUGUST 23, 2022

The Exadel Artificial Intelligence Newsletter contains in-depth articles and news about AI and ML. These Azure chatbot services allow the creation of a knowledge base used to answer user questions. Azure Chatbot Services Architecture. Azure Bot Framework Composer Chatbot Architecture. Subscribe now!

Azure 75

Azure Software Review Artificial Inteligence Technical Review 75

AWS Machine Learning - AI

MAY 9, 2024

Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles. Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture.

Generative AI 107

Generative AI Artificial Inteligence Technical Review Development Team Review 107

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. We also have another expert group providing feedback using Amazon SageMaker GroundTruth on completion quality for the RLHF based training.

Generative AI 83

Generative AI Artificial Inteligence AWS Applications 83

AWS Machine Learning - AI

APRIL 24, 2024

Conversational artificial intelligence (AI) assistants are engineered to provide precise, real-time responses through intelligent routing of queries to the most suitable AI functions. It uses the provided conversation history, action groups, and knowledge bases to understand the context and determine the necessary tasks.

Artificial Inteligence 100

Artificial Inteligence Lambda Generative AI Knowledge Base 100

John Snow Labs

JULY 25, 2023

Tailored Treatment Plans using Healthcare LLMs: With their vast knowledge base, Medical LLMs can contribute to personalized and precise treatment planning. Documentation and Reporting: Transparent reporting of the model’s development, including data sources, pre-processing steps, and model architecture, can enhance transparency.

Healthcare 52

Healthcare Artificial Inteligence Guidelines Systems Review 52

AWS Machine Learning - AI

FEBRUARY 28, 2024

Solution overview There are three critical components in our architecture: Retrieval Augmented Generation (RAG) with database metadata, a multi-step self-correction loop, and Athena as our SQL engine. However, you can also use knowledge bases in Amazon Bedrock to build RAG solutions quickly.

Artificial Inteligence 104

Artificial Inteligence Generative AI AWS Data 104

AWS Machine Learning - AI

MAY 13, 2024

This is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading artificial intelligence (AI) companies like AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon through a single API. Since then, Amazon Web Services (AWS) has introduced new services such as Amazon Bedrock.

Generative AI 97

Generative AI Artificial Inteligence Report Healthcare 97

AWS Machine Learning - AI

MARCH 28, 2024

With the advancements being made with LLMs like the Mixtral-8x7B Instruct , derivative of architectures such as the mixture of experts (MoE) , customers are continuously looking for ways to improve the performance and accuracy of generative AI applications while allowing them to effectively use a wider range of closed and open source models.

Artificial Inteligence 103

Artificial Inteligence Generative AI AWS Load Balancer 103

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution architecture The following diagram illustrates the solution architecture. Diagram 1: Solution Architecture Overview The agent’s response workflow includes the following steps: Users perform natural language dialog with the agent through their choice of web, SMS, or voice channels.

Generative AI 91

Generative AI Lambda AWS Technical Review 91

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. Select the stack called Text-summarization-Infrastructure-stack and choose Delete.

Artificial Inteligence 97

Artificial Inteligence Meeting Generative AI AWS 97

The Cipher Brief

JUNE 2, 2021

The government’s information architecture will have to be re-configured to meet the challenge posed by the Chinese state. Firstly, developing a knowledge-base of known bad actors, then systematically washing this against datasets relating to a country’s key organisations, companies and institutions to identify matches.

Organization 35

Organization Journal Government Artificial Inteligence 35

BPM

JANUARY 18, 2019

Now we’re seeing AI dominating the conversations (without a lot of actual adoption in the early majority), and RPA creating a lot of buzz, though companies adopting it are starting to realize that scaling an RPA based automation architecture is flawed by design. This requires a new architecture capable of true scale and speed.

Artificial Inteligence 111

Artificial Inteligence Artificial Intelligence Machine Learning Weak Development Team 111

AWS Machine Learning - AI

MARCH 14, 2024

Beyond hardware, data cleaning and processing, model architecture design, hyperparameter tuning, and training pipeline development demand specialized machine learning (ML) skills. RAG has higher complexity than prompt engineering because you need to have coding and architecture skills to implement this solution.

Generative AI 97

Generative AI AWS Applications Artificial Inteligence 97

AWS Machine Learning - AI

MARCH 14, 2024

Generative artificial intelligence (generative AI) has enabled new possibilities for building intelligent systems. Recent improvements in Generative AI based large language models (LLMs) have enabled their use in a variety of applications surrounding information retrieval.

Generative AI 93

Generative AI Artificial Inteligence Virtualization UI/UX 93

AWS Machine Learning - AI

MAY 7, 2024

Common applications for entity extraction include building a knowledge base, extracting metadata to use for personalization or search, and improving user inputs and conversation understanding within chatbots. Dr. Romina Sharifpour is a Senior Machine Learning and Artificial Intelligence Solutions Architect at Amazon Web Services (AWS).

Artificial Inteligence 88

Artificial Inteligence Technical Review Systems Review Software Review 88

AWS Machine Learning - AI

JUNE 5, 2024

Looking at our documentation workflows, we at Skyflow discovered areas where generative artificial intelligence (AI) could improve our efficiency. To build your own content creation solution, you collect your corpus into a knowledge base, vectorize it, and store it in a vector database.

Technical Review 79

Technical Review Artificial Inteligence Generative AI Systems Review 79

TechCrunch

SEPTEMBER 6, 2022

Although companies continue to invest in their security architecture, security teams are also feeling the market squeeze, which is impacting IT budgets, and sometimes headcount in an industry that was already facing a shortage of expertise. .” The resulting platform has found particular traction in the current market climate.

Weak Development Team 232

Weak Development Team Network Testing Artificial Inteligence 232

AWS Machine Learning - AI

FEBRUARY 1, 2024

The data sources may be PDF documents on a file system, data from a software as a service (SaaS) system like a CRM tool, or data from an existing wiki or knowledge base. This pattern achieves a statically stable architecture, which is a resiliency best practice.

Generative AI 104

Generative AI Disaster Recovery Artificial Inteligence AWS 104

Altexsoft

MAY 28, 2020

It employed an artificial intelligence model applying over 600 rules to identify infectious diseases and recommend the course of treatment. But at the architectural level, they haven’t changed much over the last decades, preserving the structure similar to early expert solutions. CDSS architecture. Knowledge-based CDSS.

Systems Review 78

Systems Review System Healthcare Technical Review 78

TechCrunch

MAY 5, 2021

” The company’s tools are based in part on the MITRE ATT&CK framework , a knowledge base of threats, tactics and techniques used by a number of other cybersecurity services, including a number of others building continuous validation services that compete with Cymulate.

Security 242

Security Testing Artificial Inteligence Machine Learning 242

AWS Machine Learning - AI

NOVEMBER 22, 2023

The LLM generated text, and the IR system retrieves relevant information from a knowledge base. In this post, we explore building a contextual chatbot for financial services organizations using a RAG architecture with the Llama 2 foundation model and the Hugging Face GPTJ-6B-FP16 embeddings model, both available in SageMaker JumpStart.

Artificial Inteligence 86

Artificial Inteligence Serverless Engineering Generative AI 86

AWS Machine Learning - AI

MARCH 19, 2024

With Knowledge Bases for Amazon Bedrock , you can simplify the RAG development process to provide more accurate anomaly root cause analysis for plant workers. Solution overview The following diagram illustrates the solution architecture. Answers are generated through the Amazon Bedrock knowledge base with a RAG approach.

Generative AI 107

Generative AI Industry Artificial Inteligence Knowledge Base 107

Altexsoft

AUGUST 27, 2022

All these prompt the pharma industry to seek help from new technologies — and namely, artificial intelligence (AI) which holds a promise to speed up and otherwise improve drug discovery. An example of a biomedical knowledge graph. Source: Drug target discovery using knowledge graph embeddings. What is drug discovery?

Artificial Inteligence 52

Artificial Inteligence Chemicals Technical Review Research 52

AWS Machine Learning - AI

NOVEMBER 30, 2023

In September, we introduced a RAG capability, Knowledge Bases for Amazon Bedrock, that securely connects models to your proprietary data sources to supplement your prompts with more information so your applications deliver more relevant, contextual, and accurate responses. What are the scaling limits on a DynamoDB table?”

Generative AI 120

Generative AI AWS Artificial Inteligence Software Review 120