CIO

FEBRUARY 20, 2024

The company can also unify its knowledge base and promote search and information use that better meets its needs. Industrial knowledge graphs employ industry-standard metadata to contextualize and structure data so it can be used in large language models.

Generative AI 246

Generative AI Architecture Data Artificial Inteligence 246

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. He provides advisory to customers on next generation architectures and business solutions.

Generative AI 246

Generative AI Retail Artificial Inteligence Industry 246

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

NOVEMBER 27, 2023

Generative artificial intelligence ( generative AI ) models have demonstrated impressive capabilities in generating high-quality text, images, and other content. However, these models require massive amounts of clean, structured training data to reach their full potential. Access to Amazon OpenSearch as a vector database.

Artificial Inteligence 69

Artificial Inteligence Generative AI Data Knowledge Base 69

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. The LLM can say, ‘My answer came from these triples or this subgraph.'”

Artificial Inteligence 157

Artificial Inteligence Generative AI Insurance Artificial Intelligence 157

CIO

MARCH 6, 2024

Banking on AI Kavin Mistry, head of digital marketing and personalization at TSB Bank, is another executive exploring how AI and machine learning (ML) can boost CX. The firm is exploring Salesforce’s ServiceGPT and Einstein technologies, and they’re building a knowledge base on the provider’s Sales Cloud platform as well.

Generative AI 326

Generative AI Artificial Inteligence Weak Development Team Banking 326

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. Who does GDPR apply to?

Knowledge Base 99

Knowledge Base Artificial Inteligence AWS Generative AI 99

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 92

Knowledge Base Artificial Inteligence Applications Lambda 92

CIO

MARCH 27, 2023

The bot can send links to knowledge-based articles, embed “how-to” videos directly into text messages, help the customer navigate the company’s mobile app, and answer any questions in a natural, human-like, back-and-forth conversation. Artificial Intelligence

Examples 284

Examples Trends Weak Development Team Artificial Intelligence 284

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. Learn more about how to build your own AI at Avaya.com/ACES.

Examples 188

Examples Organization Artificial Intelligence Artificial Inteligence 188

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

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 112

Knowledge Base Insurance Lambda AWS 112

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

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. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 83

Generative AI Artificial Inteligence AWS Applications 83

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

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

John Snow Labs

JULY 28, 2023

Medical Large Language Models LLMs In recent years, Large Language Models (LLMs) have revolutionized various industries by their ability to process and generate human-like text. These knowledge bases are regularly updated, guaranteeing access to the latest medical knowledge.

Artificial Inteligence 52

Artificial Inteligence AWS Software Review Healthcare 52

AWS Machine Learning - AI

DECEMBER 6, 2023

Conversational AI has come a long way in recent years thanks to the rapid developments in generative AI, especially the performance improvements of large language models (LLMs) introduced by training techniques such as instruction fine-tuning and reinforcement learning from human feedback.

Artificial Inteligence 94

Artificial Inteligence Analytics Knowledge Base Lambda 94

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. Patients may feel marginalized if their preferences and values are not given due consideration when solely relying on LLM-generated recommendations.

Healthcare 52

Healthcare Artificial Inteligence Guidelines Systems Review 52

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

Cloudera

AUGUST 28, 2023

The release of ChatGPT pushed the interest in and expectations of Large Language Model based use cases to record heights. Every company is looking to experiment, qualify and eventually release LLM based services to improve their internal operations and to level up their interactions with their users and customers.

Artificial Inteligence 79

Artificial Inteligence Enterprise Data Knowledge Base 79

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 74

Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 74

AWS Machine Learning - AI

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. Evaluating LLMs is an undervalued part of the machine learning (ML) pipeline.

Generative AI 97

Generative AI Artificial Inteligence Report Healthcare 97

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

AWS Machine Learning - AI

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. Although much of the current excitement is around LLMs for generative AI tasks, many of the key use cases that you might want to solve have not fundamentally changed.

Artificial Inteligence 88

Artificial Inteligence Technical Review Systems Review Software Review 88

Exadel

AUGUST 23, 2022

The Exadel Artificial Intelligence Newsletter contains in-depth articles and news about AI and ML. Language Understanding (LUIS) and Conversational Language Understanding (CLU) Services. LUIS will use those utterances to train the natural language processing machine learning model.

Azure 75

Azure Software Review Artificial Inteligence Technical Review 75

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

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. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub.

Artificial Inteligence 97

Artificial Inteligence Meeting Generative AI AWS 97

AWS Machine Learning - AI

FEBRUARY 28, 2024

The solution in this post aims to bring enterprise analytics operations to the next level by shortening the path to your data using natural language. With the emergence of large language models (LLMs), NLP-based SQL generation has undergone a significant transformation. on Amazon Bedrock as our LLM.

Artificial Inteligence 104

Artificial Inteligence Generative AI AWS Data 104

AWS Machine Learning - AI

NOVEMBER 22, 2023

In addition, customers are looking for choices to select the most performant and cost-effective machine learning (ML) model and the ability to perform necessary customization (fine-tuning) to fit their business use cases. The LLM generated text, and the IR system retrieves relevant information from a knowledge base.

Artificial Inteligence 86

Artificial Inteligence Serverless Engineering Generative AI 86

Apiumhub

MARCH 26, 2019

2019 has become a remarkable year for Apiumhub ; new office, Apium Academy , Open Source Projects , software architecture meetups, cool innovative projects and… we can’t wait to share with you guys that the Apiumhub team is organizing the Global Software Architecture Summit (GSAS) 10th of October in Barcelona. Michael Feathers.

Software Review 43

Software Review Architecture Technical Review Software 43

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. For the instruction, VerbaGPT tells the LLM to create content based on the specified template, evaluate the context to see if it’s applicable, and revise the draft accordingly.

Technical Review 79

Technical Review Artificial Inteligence Generative AI Systems Review 79

AWS Machine Learning - AI

APRIL 18, 2024

Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts. Amazon Bedrock generates Terraform code from architectural descriptions.

AWS 96

AWS Lambda Applications Generative AI 96

AWS Machine Learning - AI

MARCH 14, 2024

Building large language models (LLMs) from scratch or customizing pre-trained models requires substantial compute resources, expert data scientists, and months of engineering work. 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

Openxcell

APRIL 20, 2023

In today’s fast-paced, technology-driven world, ChatGPT shines as a major breakthrough in the realm of AI language models. Developed by OpenAI and based on the GPT-4 architecture, ChatGPT is transforming the way we communicate, collaborate, and interact in our increasingly digital lives.

ChatGPT 52

ChatGPT Tools Education Systems Review 52

AWS Machine Learning - AI

FEBRUARY 1, 2024

Full stack generative AI Although a lot of the excitement around generative AI focuses on the models, a complete solution involves people, skills, and tools from several domains. Consider the following picture, which is an AWS view of the a16z emerging application stack for large language models (LLMs).

Generative AI 104

Generative AI Disaster Recovery Artificial Inteligence AWS 104

Altexsoft

APRIL 24, 2019

We talked with experts from Perfect Price, Prisync, and a data science specialist from The Tesseract Academy to understand how various businesses can use machine learning for dynamic pricing to achieve their revenue goals. Dynamic pricing is a practice of setting a price for a product or service based on current market conditions.

Machine Learning 73

Machine Learning Artificial Inteligence Software Review Retail 73