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 117

Generative AI AWS Applications Artificial Inteligence 117

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. The personalized content is built using generative AI by following human guidance and provided sources of truth.

Generative AI 106

Generative AI Artificial Inteligence Fractional CTO Guidelines 106

AWS Machine Learning - AI

MAY 9, 2024

In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results. Conversational AI assistants are rapidly transforming customer and employee support. helped reduce randomness and repetition in the generated responses.

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Generative AI Artificial Inteligence Technical Review Development Team Review 124

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. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 116

Knowledge Base Scalability Applications Generative AI 116

AWS Machine Learning - AI

OCTOBER 11, 2024

The solution is designed to be fully serverless on AWS and can be deployed as infrastructure as code (IaC) by usingf the AWS Cloud Development Kit (AWS CDK). OpsAgent is pre-prompted with required company policies and guidelines to perform event filtering, triage, and ITSM actions based on your requirements.

Cloud 88

Cloud AWS Serverless Policies 88

AWS Machine Learning - AI

OCTOBER 24, 2024

Amazon Bedrock Agents helps you accelerate generative AI application development by orchestrating multistep tasks. The generative AI–based application builder assistant from this post will help you accomplish tasks through all three tiers. Generate UI and backend code with LLMs. Delete the knowledge bases.

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Generative AI Artificial Inteligence Applications Knowledge Base 84

AWS Machine Learning - AI

JULY 3, 2024

You can create multiple guardrails tailored to various use cases and apply them across multiple FMs, standardizing safety controls across generative AI applications. Today’s launch of guardrails in Knowledge Bases for Amazon Bedrock brings enhanced safety and compliance to your generative AI RAG applications.

Knowledge Base 116

Knowledge Base Artificial Inteligence Generative AI AWS 116

AWS Machine Learning - AI

MARCH 3, 2025

The results of the search include both serverless models and models available in Amazon Bedrock Marketplace. The model detail page provides essential information about the models capabilities, pricing structure, and implementation guidelines. He specializes in core machine learning and generative AI.

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Insurance AWS eCommerce Software Review 83

AWS Machine Learning - AI

SEPTEMBER 26, 2024

Generative AI is a modern form of machine learning (ML) that has recently shown significant gains in reasoning, content comprehension, and human interaction. But first, let’s revisit some basic concepts around Retrieval Augmented Generation (RAG) applications.

Artificial Inteligence 93

Artificial Inteligence Generative AI Knowledge Base AWS 93

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.

eCommerce 104

eCommerce Generative AI Lambda AWS 104

AWS Machine Learning - AI

OCTOBER 15, 2024

In this blog post, we will harness the power of generative AI and Amazon Bedrock to help organizations simplify, accelerate, and scale migration assessments. RAG combines information retrieval with generative capabilities to enhance contextual relevance and reduce hallucinations.

Lambda 84

Lambda Knowledge Base AWS Generative AI 84

AWS Machine Learning - AI

SEPTEMBER 25, 2024

Generative AI offers new possibilities to address this challenge and can be used by content teams and influencers to enhance their creativity and engagement while maintaining brand consistency. Next, Amazon Titan Image Generator creates the enhanced image based on the provided scenario. Next is the content generation.

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Media Social Serverless Artificial Inteligence 79

CIO

JULY 5, 2023

Economic sustainability is about fair and equal access to employment, broadband networks, and other technology resources, while the third pillar, equitable sustainability, involves removing or reducing bias in the flood of data and algorithms underpinning applications, particularly in emerging generative AI models, he says.

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Sustainability Technical Review Artificial Inteligence Data Center 78

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 agent’s instructions are descriptive guidelines outlining the agent’s intended actions.

Knowledge Base 131

Knowledge Base Insurance Lambda AWS 131

Tenable

AUGUST 30, 2024

In its recently finalized “ Guidance for 2024 Agency Artificial Intelligence Reporting Per EO 14110, ” the White House outlines guidelines for federal agencies to compile and submit inventories of their AI use cases. The document states that agencies must conduct an annual inventory and metrics of their AI use cases.

Security 71

Security Systems Review Software Review Technical Review 71

AWS Machine Learning - AI

NOVEMBER 20, 2024

By embedding advanced AI into their cloud-native platform, Mark43 enables officers to receive instant answers to natural language queries and automated case report summaries, reducing administrative time from minutes to seconds. Mark43 is committed to the responsible use of AI. Ritesh Shah is a Senior Generative AI Specialist at AWS.

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Generative AI Applications Artificial Inteligence AWS 97

AWS Machine Learning - AI

DECEMBER 17, 2024

This presents an opportunity to augment and automate the existing content creation process using generative AI. In this post, we discuss how we used Amazon SageMaker and Amazon Bedrock to build a content generator that rewrites marketing content following specific brand and style guidelines. These are some good examples.

Hotels 85

Hotels Artificial Inteligence Generative AI Guidelines 85

AWS Machine Learning - AI

NOVEMBER 27, 2024

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 best suits your use case. This approach can accelerate development, reduce errors, and adhere to security guidelines.

Software Review 91

Software Review Lambda Artificial Inteligence Generative AI 91