AWS Machine Learning - AI

MAY 30, 2024

Hosting large language models Vitech explored the option of hosting Large Language Models (LLMs) models using Amazon Sagemaker. Vitech needed a fully managed and secure experience to host LLMs and eliminate the undifferentiated heavy lifting associated with hosting 3P models.

Artificial Inteligence 103

Artificial Inteligence Technical Review Development Team Review Software Review 103

AWS Machine Learning - AI

APRIL 8, 2024

Unlocking accurate and insightful answers from vast amounts of text is an exciting capability enabled by large language models (LLMs). When building LLM applications, it is often necessary to connect and query external data sources to provide relevant context to the model.

Artificial Inteligence 100

Artificial Inteligence Applications Knowledge Base AWS 100

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 98

Knowledge Base Artificial Inteligence Applications Lambda 98

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.

Knowledge Base 107

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

Generative AI 90

Generative AI Artificial Inteligence AWS Applications 90

AWS Machine Learning - AI

AUGUST 5, 2024

Finding relevant content usually requires searching through text-based metadata such as timestamps, which need to be manually added to these files. Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available through an API. Included with Amazon Bedrock is Knowledge Bases for Amazon Bedrock.

Knowledge Base 86

Knowledge Base Artificial Inteligence Programming Generative AI 86

AWS Machine Learning - AI

FEBRUARY 8, 2024

Generative AI agents are a versatile and powerful tool for large enterprises. These agents excel at automating a wide range of routine and repetitive tasks, such as data entry, customer support inquiries, and content generation.

Knowledge Base 121

Knowledge Base Insurance Lambda AWS 121

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 105

Knowledge Base Scalability Applications Generative AI 105

AWS Machine Learning - AI

MAY 9, 2024

The company is committed to ethical and responsible AI development, with human oversight and transparency. Verisk is using generative artificial intelligence (AI) to enhance operational efficiencies and profitability for insurance clients while adhering to its ethical AI principles.

Generative AI 114

Generative AI Artificial Inteligence Technical Review Development Team Review 114

AWS Machine Learning - AI

NOVEMBER 22, 2023

The financial service (FinServ) industry has unique generative AI requirements related to domain-specific data, data security, regulatory controls, and industry compliance standards. RAG is a framework for improving the quality of text generation by combining an LLM with an information retrieval (IR) system.

Artificial Inteligence 94

Artificial Inteligence Serverless Engineering Generative AI 94

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. It’s serverless, so you don’t have to manage any infrastructure. It is time-consuming but, at the same time, critical.

Generative AI 106

Generative AI Artificial Inteligence Report Healthcare 106

AWS Machine Learning - AI

JUNE 26, 2024

This post is a follow-up to Generative AI and multi-modal agents in AWS: The key to unlocking new value in financial markets. This blog is part of the series, Generative AI and AI/ML in Capital Markets and Financial Services. AI-powered assistants for investment research So, what are AI-powered assistants?

Artificial Inteligence 102

Artificial Inteligence Research Knowledge Base Applications 102

AWS Machine Learning - AI

MARCH 28, 2024

These generative AI applications are not only used to automate existing business processes, but also have the ability to transform the experience for customers using these applications.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Load Balancer 112

AWS Machine Learning - AI

MARCH 14, 2024

Generative AI applications driven by foundational models (FMs) are enabling organizations with significant business value in customer experience, productivity, process optimization, and innovations. In this post, we explore different approaches you can take when building applications that use generative AI.

Generative AI 105

Generative AI AWS Applications Artificial Inteligence 105

AWS Machine Learning - AI

FEBRUARY 28, 2024

Structured Query Language (SQL) is a complex language that requires an understanding of databases and metadata. Today, generative AI can enable people without SQL knowledge. With the emergence of large language models (LLMs), NLP-based SQL generation has undergone a significant transformation.

Artificial Inteligence 112

Artificial Inteligence Generative AI AWS Data 112

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

JULY 30, 2024

Mediasearch Q Business supercharges the way you consume media files by using them as part of the knowledge base used by Amazon Q Business to generate reliable answers to user questions. or “How can I use Generative AI to improve customer experience?” or try your own questions. This is also known as the MediaBucket.

Media 84

Media Lambda AWS Video 84

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 do this, Skyflow built VerbaGPT, a generative AI tool based on Amazon Bedrock. Users upload documents and prompt VerbaGPT to generate new content.

Technical Review 95

Technical Review Artificial Inteligence Generative AI Systems Review 95

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. For this post, we use Anthropic’s Claude models on Amazon Bedrock.

Generative AI 88

Generative AI Artificial Inteligence Fractional CTO Guidelines 88

AWS Machine Learning - AI

AUGUST 2, 2024

Generative artificial intelligence (AI) is rapidly emerging as a transformative force, poised to disrupt and reshape businesses of all sizes and across industries. As with all other industries, the energy sector is impacted by the generative AI paradigm shift, unlocking opportunities for innovation and efficiency.

Artificial Inteligence 91

Artificial Inteligence Generative AI Energy Knowledge Base 91

AWS Machine Learning - AI

SEPTEMBER 9, 2024

Generative artificial intelligence (AI) has revolutionized this by allowing users to interact with data through natural language queries, providing instant insights and visualizations without needing technical expertise. The end-user request first goes through an AI chat agent.

Artificial Inteligence 92

Artificial Inteligence Generative AI Data AWS 92

AWS Machine Learning - AI

JULY 10, 2024

Imagine this—all employees relying on generative artificial intelligence (AI) to get their work done faster, every task becoming less mundane and more innovative, and every application providing a more useful, personal, and engaging experience. That’s why we are investing in a comprehensive generative AI stack.

Artificial Inteligence 114

Artificial Inteligence AWS Generative AI Knowledge Base 114