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 92

Artificial Inteligence Applications Knowledge Base AWS 92

AWS Machine Learning - AI

MARCH 1, 2024

For RAG-based applications, the accuracy of the generated response from large language models (LLMs) is dependent on the context provided to the model. As of this writing, the hybrid search feature is available for OpenSearch Serverless, with support for other vector stores coming soon.

Knowledge Base 100

Knowledge Base Artificial Inteligence AWS Generative AI 100

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

Honeycomb

MAY 3, 2023

Here are some examples: P99 and distribution of latency Distribution of serverless spend by route For example, if I say “P99 and distribution of latency by endpoint,” I get this query: By default, Query Assistant will generate a heatmap when applicable. When using generative AI, use language that is affirmative.

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Artificial Inteligence Meeting Generative AI Groups 126

Agile Engine

JANUARY 17, 2024

Table of contents Introduction Large language models (LLMs) in a nutshell Rapid application development (RAD) using LLMs The problem Step 1. Send it to Vertex AI/text-bison Step 5. However, effectively integrating LLMs into the software development process can be challenging. Test a little Step 3.

Artificial Inteligence 52

Artificial Inteligence Development Software Review Training 52

AWS Machine Learning - AI

MARCH 7, 2024

This can take a lot of effort, especially for large batches of images. Amazon Bedrock offers the generative AI foundation model Amazon Titan Image Generator G1 , which can automatically change the background of an image using a technique called outpainting.

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AWS Lambda Generative AI Report 110

Palo Alto Networks

MAY 22, 2024

{{interview_audio_title}} 00:00 00:00 Volume Slider 10s 10s 10s 10s Seek Slider “AI’s Impact in Cybersecurity” is a blog series based on interviews with a variety of experts at Palo Alto Networks and Unit 42, with roles in AI research, product management, consulting, engineering and more. Curious to Learn More?

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Artificial Inteligence How To Weak Development Team Systems Review 67

Datavail

JUNE 22, 2023

The trends and topics at this event included data analytics, sustainability, application modernization, cloud migration and modernization, AI and machine learning, and operational excellence. Discover technologies like machine learning and serverless computing to gain valuable insights into revolutionizing your industry.

AWS 52

AWS Disaster Recovery Generative AI Storage 52

Sunflower Lab

FEBRUARY 1, 2024

To manage vector embeddings and facilitate effective vector search, vector databases are AI-native. The ability of machines to read and understand information in a digital form—a requirement for machine learning and artificial intelligence makes vector embeddings significant. Why are Embeddings Crucial?

Artificial Inteligence 40

Artificial Inteligence Applications Healthcare Artificial Intelligence 40

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.

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Artificial Inteligence Serverless Engineering Generative AI 86

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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Artificial Inteligence Generative AI Systems Review Software Review 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.

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Generative AI Artificial Inteligence Technical Review Development Team Review 107

TechCrunch

OCTOBER 5, 2021

Gaudium.AI : Generative AI for helping your social media team come up with new posts, generating unique copy within your specifications. Direktiv : It’s honestly a bit over my head, but Direktiv pitches itself as a platform-agnostic “event-driven serverless orchestration engine” in the cloud.

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Company Blockchain Virtualization Retail 197

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. The order summary is communicated back to the customer via Amazon Lex.

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Generative AI Lambda AWS Artificial Inteligence 112

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 97

Generative AI Artificial Inteligence Report Healthcare 97

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.

Generative AI 107

Generative AI Artificial Inteligence Engineering Travel 107

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

Knowledge Base 92

Knowledge Base Artificial Inteligence Applications Lambda 92

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.

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Artificial Inteligence Generative AI AWS Load Balancer 103

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. Choose the embeddings model in the next screen.

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Knowledge Base Artificial Inteligence AWS Generative AI 99

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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Generative AI Artificial Inteligence AWS Serverless 101

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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Generative AI Artificial Inteligence AWS Innovation 104

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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Generative AI AWS Applications Artificial Inteligence 97

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. These LLMs can be leveraged to understand the natural language question and generate a corresponding SQL query as an output.

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Generative AI Artificial Inteligence Enterprise Data 111

Honeycomb

FEBRUARY 16, 2024

The future of APM Advances from APM into wider observability are driven by applications moving to the cloud and becoming more fine-grained (from microservices to serverless), and the need for developers to support (and therefore understand) more and more software. Meanwhile, advances in automation and machine learning affect APM.

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Performance Applications Metrics Artificial Inteligence 84

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. 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.

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Artificial Inteligence Generative AI AWS Data 104

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.

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Artificial Inteligence Artificial Intelligence Enterprise Machine Learning 71

AWS Machine Learning - AI

MAY 30, 2024

CBRE is unlocking the potential of artificial intelligence (AI) to realize value across the entire commercial real estate lifecycle—from guiding investment decisions to managing buildings. The opportunities to unlock value using AI in the commercial real estate lifecycle starts with data at scale.

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AWS Lambda Artificial Inteligence Performance 97

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.

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Knowledge Base Scalability Applications Generative AI 97

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 81

Technical Review Artificial Inteligence Generative AI Systems Review 81

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. Software development is followed by IT operations (18%), which includes cloud, and by data (17%), which includes machine learning and artificial intelligence.

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Trends Technical Review Technology Software Review 134

Linux Academy

DECEMBER 2, 2019

Last year we saw huge announcements in Machine Learning and Artificial Intelligence, a push into space with AWS Ground Station and the usual list of service enhancements and upgrades that we come to expect from the universes largest cloud vendor. Machine Learning, Machine Learning, Machine Learning.

AWS 17

AWS Artificial Inteligence Blockchain Machine Learning 17

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. Machine Learning and AI. And that we’re asking the wrong questions, particularly for language models.

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Trends Conference Real Estate Machine Learning 64

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.

Generative AI 87

Generative AI eCommerce Lambda AWS 87

AWS Machine Learning - AI

MAY 1, 2024

Imagine harnessing the power of advanced language models to understand and respond to your customers’ inquiries. Amazon Bedrock , a fully managed service providing access to such models, makes this possible. However, this post focuses on the Amazon Titan Text G1-Express LLM. Choose New model.

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Artificial Inteligence AWS Training Generative AI 93

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). For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services. The following is a reference architecture diagram.

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Lambda Generative AI AWS Microservices 122

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.

Cloud 52

Cloud Software Review Malware Analysis 52

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. An Amazon OpenSearch Serverless collection will be created for you. Blocksom is a Sr.

Knowledge Base 112

Knowledge Base Insurance Lambda AWS 112