Datavail

JUNE 22, 2023

Discover technologies like machine learning and serverless computing to gain valuable insights into revolutionizing your industry. Building with Generative AI on AWS : It’s not a technology conference these days without plenty of talk about generative AI.

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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. An important aspect of developing effective generative AI application is Reinforcement Learning from Human Feedback (RLHF).

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AWS Machine Learning - AI

MARCH 15, 2024

Fortunately, with the advent of generative AI and large language models (LLMs) , it’s now possible to create automated systems that can handle natural language efficiently, and with an accelerated on-ramping timeline. Solution overview The following diagram illustrates our solution architecture. awscli>=1.29.57

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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. Conversational AI assistants are rapidly transforming customer and employee support.

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AWS Machine Learning - AI

FEBRUARY 14, 2024

With the advent of generative AI solutions, organizations are finding different ways to apply these technologies to gain edge over their competitors. Amazon Bedrock offers a choice of high-performing foundation models from leading AI companies, including AI21 Labs, Anthropic, Cohere, Meta, Stability AI, and Amazon, via a single API.

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AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

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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. The following diagram depicts a high-level RAG architecture.

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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.

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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. It’s serverless, so you don’t have to manage any infrastructure.

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AWS Machine Learning - AI

MAY 21, 2024

For several years, we have been actively using machine learning and artificial intelligence (AI) to improve our digital publishing workflow and to deliver a relevant and personalized experience to our readers. Storm serves as the front end for Nova, our serverless content management system (CMS).

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Cloudera

OCTOBER 31, 2023

Our vision is to make it easier, more economical, and safer for our customers to maximize the value they get from AI. In this post, we share our vision and the integrations that are available to our customers on Cloudera Data Platform with generative AI on AWS.

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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. We also use Vector Engine for Amazon OpenSearch Serverless (currently in preview) as the vector data store to store embeddings.

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AWS Machine Learning - AI

JANUARY 4, 2024

Generative AI has opened up a lot of potential in the field of AI. We are seeing numerous uses, including text generation, code generation, summarization, translation, chatbots, and more. Architecture patterns Let’s look at some architecture patterns that can be implemented for a text to SQL workflow.

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AWS Machine Learning - AI

FEBRUARY 19, 2024

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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Palo Alto Networks

MAY 22, 2024

By automating these tasks, AI will allow cybersecurity practitioners to focus on more strategic and complex issues, such as developing new security architectures and forensic investigations. Get an AI Security Assessment Visit the Unit 42 ® AI Security Assessment. Curious to Learn More?

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AWS Machine Learning - AI

APRIL 23, 2024

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. Embracing these principles is critical for organizations seeking to use the power of generative AI and drive innovation.

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Prisma Clud

DECEMBER 5, 2023

The rise of AI, machine learning and surging interest in generative AI have increased the volume of data that organizations store in the cloud, creating new risk vectors related to the models themselves. Multiple market forces have brought us to this moment.

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. The following figure illustrates the core architecture for the NLQ capability.

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AWS Machine Learning - AI

FEBRUARY 28, 2024

Today, generative AI can enable people without SQL knowledge. This generative AI task is called text-to-SQL, which generates SQL queries from natural language processing (NLP) and converts text into semantically correct SQL. The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Enterprises are seeking to quickly unlock the potential of generative AI by providing access to foundation models (FMs) to different lines of business (LOBs). API gateways can provide loose coupling between model consumers and the model endpoint service, and flexibility to adapt to changing model, architectures, and invocation methods.

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AWS Machine Learning - AI

NOVEMBER 24, 2023

This is where Amazon Bedrock with its generative AI capabilities steps in to reshape the game. In this post, we dive into how Amazon Bedrock is transforming the product description generation process, empowering e-retailers to efficiently scale their businesses while conserving valuable time and resources.

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AWS Machine Learning - AI

APRIL 8, 2024

The following diagram shows the step-by-step architecture of this solution outlined in the following sections. RAG combines information retrieval with natural language generation to produce more insightful responses. For more details, refer to Vector Engine for Amazon OpenSearch Serverless.

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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. The following diagram illustrates the architecture of this solution.

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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. The following diagram illustrates the solution architecture.

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AWS Machine Learning - AI

JUNE 5, 2024

To do this, Skyflow built VerbaGPT, a generative AI tool based on Amazon Bedrock. Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case.

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AWS Machine Learning - AI

MAY 1, 2024

Solution overview The following diagram illustrates this architecture. Assistant: Unified memory is a shared memory architecture that combines DRAM and NVDIMM memory into a single pool, allowing for faster access and better performance. The Amazon Titan answer is incorrect: “The A100 has 80 GB of unified memory.

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Cloudera

OCTOBER 17, 2023

Architecture decisions have long-term effects and an important consideration when choosing a stream processing engine is whether the technology will stagnate or continue to evolve with contributions from the open source community. The big announcement everyone was waiting for was the unveiling of Apache Flink in Confluent Cloud.

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Cloudera

DECEMBER 20, 2023

Customers can quickly and easily build generative AI applications using these new features available in Cloudera. More information on this AMP and how vector databases add context to AI applications can be found in our blog post here. This is enabled through a Ray Module in cml extension’s Python package published by our team.

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AWS Machine Learning - AI

NOVEMBER 30, 2023

You use Titan Multimodal Embeddings model to generate an embedding of the image which is also searchable metadata. The second part of the architecture is to submit an article to find these newly ingested images. Walkthrough The following diagram shows you the architecture to deliver this use-case.

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O'Reilly Media - Ideas

MARCH 1, 2023

Content about software development was the most widely used (31% of all usage in 2022), which includes software architecture and programming languages. For several years, microservices has been one of the most popular topics in software architecture, and this year is no exception. It was the second-largest topic and showed 3.6%

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O'Reilly Media - Ideas

JUNE 8, 2020

Given the number of research papers that have been generated, AI-based search and summarization may be the only way to stay current. The New Stack is talking about Serverless Cloud mashups. A number of similar tools are appearing, including Google’s COVID-19 Research Explorer and SciFact from the Allen Institute.

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Agile Engine

JANUARY 17, 2024

Large language models (LLMs) in a nutshell Large language models are a particular field of Machine Learning that are trained on extensive datasets of text and code and can understand, summarize, and generate human-like text. Test a little
 With our platform ready, go to the console and search for Vertex AI.

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CIO

MARCH 6, 2023

Shutterstock’s current focus, for instance, is generative AI — considered by many to be a bleeding-edge application. For Shutterstock, the benefits of AI have been immediately apparent. And generative AI has helped reduce the time required to prepare custom images for customers.

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