AWS Machine Learning - AI

MARCH 13, 2025

The integration of generative AI agents into business processes is poised to accelerate as organizations recognize the untapped potential of these technologies. This post will discuss agentic AI driven architecture and ways of implementing. This post will discuss agentic AI driven architecture and ways of implementing.

Artificial Inteligence 84

Artificial Inteligence Lambda Travel Generative AI 84

AWS Machine Learning - AI

MAY 15, 2024

To help advertisers more seamlessly address this challenge, Amazon Ads rolled out an image generation capability that quickly and easily develops lifestyle imagery, which helps advertisers bring their brand stories to life. Regarding the inference, customers using Amazon Ads now have a new API to receive these generated images.

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Generative AI Artificial Inteligence Advertising Technical Review 115

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.

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Generative AI Artificial Inteligence Virtualization UI/UX 113

AWS Machine Learning - AI

NOVEMBER 30, 2023

We believe generative AI has the potential over time to transform virtually every customer experience we know. Innovative startups like Perplexity AI are going all in on AWS for generative AI. And at the top layer, we’ve been investing in game-changing applications in key areas like generative AI-based coding.

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Generative AI AWS Artificial Inteligence Software Review 133

AWS Machine Learning - AI

SEPTEMBER 20, 2024

In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

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Generative AI Lambda Applications AWS 98

AWS Machine Learning - AI

MAY 7, 2024

If you prefer to generate post call recording summaries with Amazon Bedrock rather than Amazon SageMaker, checkout this Bedrock sample solution. Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text.

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Artificial Inteligence Meeting AWS Generative AI 117

AWS Machine Learning - AI

JULY 30, 2024

In today’s digital landscape, the demand for audio and video content is skyrocketing. From product documentation in video format to podcasts replacing traditional blog posts, content creators are exploring diverse channels to reach a wider audience. Use the embedded video player to play the original video inline.

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Media Lambda AWS Video 93

AWS Machine Learning - AI

OCTOBER 23, 2024

Generative AI is set to revolutionize user experiences over the next few years. A crucial step in that journey involves bringing in AI assistants that intelligently use tools to help customers navigate the digital landscape. In this post, we demonstrate how to deploy a contextual AI assistant.

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Lambda Knowledge Base Generative AI AWS 85

CIO

MARCH 6, 2023

Advancements in analytics and AI as well as support for unstructured data in centralized data lakes are key benefits of doing business in the cloud, and Shutterstock is capitalizing on its cloud foundation, creating new revenue streams and business models using the cloud and data lakes as key components of its innovation platform.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

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. Solution overview A key component of an AI-powered assistant is Agents for Amazon Bedrock.

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Artificial Inteligence Research Knowledge Base Applications 113

AWS Machine Learning - AI

AUGUST 5, 2024

However, much of our data in the digital age also comes in non-text format, such as audio and video files. This can be hard to scale as the volume of unstructured audio and video files continues to grow. Video files (such as mp4) that contain audio in supported languages can also be uploaded to Amazon S3 as part of this solution.

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Knowledge Base Artificial Inteligence Programming Generative AI 96

AWS Machine Learning - AI

NOVEMBER 30, 2023

Multimodal models can understand and analyze data in multiple modalities such as text, image, video, and audio. This means you use the same model to generate embeddings of images and text and use those embeddings to calculate how similar the two are. This latest Amazon Titan model can accept text, images, or both.

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AWS Lambda Applications Machine Learning 105

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 113

Artificial Inteligence Analytics Knowledge Base Lambda 113

AWS Machine Learning - AI

DECEMBER 22, 2023

These foundation models perform well with generative tasks, from crafting text and summaries, answering questions, to producing images and videos. Despite the great generalization capabilities of these models, there are often use cases where these models have to be adapted to new tasks or domains. on(Select.Record.calls[0].args.args[0]).on_output()

Artificial Inteligence 105

Artificial Inteligence Training Off-The-Shelf Metrics 105

Altexsoft

OCTOBER 26, 2023

AI coding tools utilize deep learning models trained on extensive datasets of source code, often derived from open-source projects. Generative AI is, in turn, a subset of deep learning. If you want more details, read our article about generative AI models or watch a video, explaining their value to business.

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Software Review Tools Artificial Inteligence ChatGPT 52

AWS Machine Learning - AI

AUGUST 27, 2024

The following are a couple of ideas for advanced applications of document enrichment: Run an AWS Lambda function that sends your document to Amazon Textract. Use Amazon Transcribe to convert videos or audio files in your documents into text. Use Amazon Comprehend to detect and redact personal identifiable information (PII).

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Authentication AWS Artificial Inteligence Groups 77

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock Agents help you accelerate generative AI application development by orchestrating multistep tasks. Either way, you can use the Amazon Bedrock console to quickly create a default AWS Lambda function to get started implementing your actions or tools. Sonnet or Anthropic’s Claude 3 Opus.

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Generative AI Artificial Inteligence Applications AWS 80

AWS Machine Learning - AI

FEBRUARY 3, 2025

Organizations are often inundated with video and audio content that contains valuable insights. This post explores an innovative solution to accelerate video and audio review workflows through a thoughtfully designed user experience that enables human and AI collaboration. The assistant provides an answer with citations.

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Knowledge Base Artificial Inteligence Video UI/UX 83

AWS Machine Learning - AI

NOVEMBER 27, 2024

Generative AI agents are designed to interact with their environment to achieve specific objectives, such as automating repetitive tasks and augmenting human capabilities. States are passed in the request schema from Amazon Bedrock Agents to the customer orchestrator handled through the Lambda function.

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Lambda Generative AI AWS Knowledge Base 96

AWS Machine Learning - AI

APRIL 3, 2025

Imagine a system where drones autonomously inspect critical infrastructure, capturing high-resolution video, analyzing potential defects with AI, and seamlessly integrating findings into business workflows. The AI Workforce architecture brings this vision to life, using AWS services across four key pillars.

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Infrastructure AWS IoT Generative AI 94

AWS Machine Learning - AI

OCTOBER 25, 2024

This approach is both architecturally and organizationally scalable, enabling Planview to rapidly develop and deploy new AI skills to meet the evolving needs of their customers. This post focuses primarily on the first challenge: routing tasks and managing multiple agents in a generative AI architecture.

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Project Management Artificial Inteligence Scalability Generative AI 102

AWS Machine Learning - AI

NOVEMBER 27, 2024

The following video shows the sample working solution. A state machine in AWS Step Functions defines the workflow of the ingestion process by invoking AWS Lambda functions, as illustrated in the following figure. The end-users access the application, which is hosted on Amazon CloudFront (5).

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Enterprise Artificial Inteligence Data Knowledge Base 89