AWS Machine Learning - AI

NOVEMBER 22, 2024

Companies across all industries are harnessing the power of generative AI to address various use cases. Cloud providers have recognized the need to offer model inference through an API call, significantly streamlining the implementation of AI within applications.

Generative AI 81

Generative AI AWS Technical Review Backup 81

AWS Machine Learning - AI

JANUARY 29, 2025

Generative AI can revolutionize organizations by enabling the creation of innovative applications that offer enhanced customer and employee experiences. In this post, we evaluate different generative AI operating model architectures that could be adopted.

Generative AI 80

Generative AI Organization Enterprise Artificial Inteligence 80

Xebia

AUGUST 17, 2023

Leveraging Serverless and Generative AI for Image Captioning on GCP In today’s age of abundant data, especially visual data, it’s imperative to understand and categorize images efficiently. This function leverages Vertex AI to generate captions for the images.

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Serverless Generative AI Google Cloud Technical Review 130

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).

Generative AI 131

Generative AI Artificial Inteligence Systems Review Software Review 131

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon Web Services 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.

Knowledge Base 92

Knowledge Base Generative AI Technical Review Lambda 92

AWS Machine Learning - AI

MARCH 20, 2025

Asure anticipated that generative AI could aid contact center leaders to understand their teams support performance, identify gaps and pain points in their products, and recognize the most effective strategies for training customer support representatives using call transcripts. Yasmine Rodriguez, CTO of Asure.

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Generative AI Artificial Inteligence Metrics AWS 60

AWS Machine Learning - AI

DECEMBER 11, 2024

Earlier this year, we published the first in a series of posts about how AWS is transforming our seller and customer journeys using generative AI. Not only that, but our sales teams devise action plans that they otherwise might have missed without AI assistance. Field Advisor continues to enable me to work smarter, not harder.

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AWS Generative AI Technical Review Artificial Inteligence 92

AWS Machine Learning - AI

NOVEMBER 7, 2024

Generative AI has transformed customer support, offering businesses the ability to respond faster, more accurately, and with greater personalization. AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses.

Lambda 122

Lambda Enterprise Automotive Knowledge Base 122

AWS Machine Learning - AI

JUNE 18, 2024

To extract key information from high volumes of documents from emails and various sources, companies need comprehensive automation capable of ingesting emails, file uploads, and system integrations for seamless processing and analysis. These procedures cost money, take a long time, and are prone to mistakes.

Generative AI 113

Generative AI Artificial Inteligence AWS Technical Review 113

AWS Machine Learning - AI

JUNE 18, 2024

As of this writing, Ghana ranks as the 27th most polluted country in the world , facing significant challenges due to air pollution. Automated data ingestion – An automated system is essential for recognizing and synchronizing new (unseen), diverse data formats with minimal human intervention.

Generative AI 119

Generative AI Artificial Inteligence Technical Review AWS 119

AWS Machine Learning - AI

OCTOBER 15, 2024

Now, with the advent of large language models (LLMs), you can use generative AI -powered virtual assistants to provide real-time analysis of speech, identification of areas for improvement, and suggestions for enhancing speech delivery. The generative AI capabilities of Amazon Bedrock efficiently process user speech inputs.

Generative AI 119

Generative AI Virtualization Technical Advisors AWS 119

AWS Machine Learning - AI

APRIL 3, 2024

Search engines and recommendation systems powered by generative AI can improve the product search experience exponentially by understanding natural language queries and returning more accurate results. Review and prepare the dataset. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless 119

Serverless Artificial Inteligence Engineering Generative AI 119

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. However, they understood that this was not a one-and-done effort.

Generative AI 128

Generative AI Artificial Inteligence Technical Review Development Team Review 128

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 124

Generative AI AWS Applications Artificial Inteligence 124

AWS Machine Learning - AI

MAY 13, 2024

Amazon Bedrock also comes with a broad set of capabilities required to build generative AI applications with security, privacy, and responsible AI. It’s serverless, so you don’t have to manage any infrastructure. We used the Amazon Titan Text Embeddings model on Amazon Bedrock to generate vector embeddings.

Generative AI 125

Generative AI Artificial Inteligence Report Healthcare 125

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations.

Artificial Inteligence 116

Artificial Inteligence Generative AI AWS Serverless 116

AWS Machine Learning - AI

JULY 15, 2024

Today, Mixbook is the #1 rated photo book service in the US with 26 thousand five-star reviews. This pivotal decision has been instrumental in propelling them towards fulfilling their mission, ensuring their system operations are characterized by reliability, superior performance, and operational efficiency.

Generative AI 116

Generative AI Artificial Inteligence AWS Technical Review 116

AWS Machine Learning - AI

JULY 29, 2024

Using Amazon Bedrock, you can quickly experiment with and evaluate top FMs for your use case, privately customize them with your data using techniques such as fine-tuning and Retrieval Augmented Generation (RAG), and build agents that execute tasks using your enterprise systems and data sources.

Generative AI 114

Generative AI Artificial Inteligence Applications AWS 114

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).

Generative AI 109

Generative AI Artificial Inteligence AWS Applications 109

AWS Machine Learning - AI

AUGUST 28, 2024

In this post, we show you how development teams can quickly obtain answers based on the knowledge distributed across your development environment using generative AI. Amazon Q Business is a fully managed, generative AI–powered assistant designed to enhance enterprise operations.

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Generative AI Software Review Cloud AWS 118

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this new era of emerging AI technologies, we have the opportunity to build AI-powered assistants tailored to specific business requirements. For example, if your dataset includes product descriptions, customer reviews, and technical specifications, you can use relevance tuning to boost the importance of certain fields.

Knowledge Base 84

Knowledge Base Lambda Enterprise AWS 84

AWS Machine Learning - AI

JANUARY 22, 2025

Users can review different types of events such as security, connectivity, system, and management, each categorized by specific criteria like threat protection, LAN monitoring, and firmware updates. Validate the JSON schema on the response. Translate it to a GraphQL API request.

Network 104

Network Artificial Inteligence Machine Learning Serverless 104

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.

Generative AI 104

Generative AI Artificial Inteligence AWS Innovation 104

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 113

Artificial Inteligence Serverless Engineering Machine Learning 113

AWS Machine Learning - AI

AUGUST 5, 2024

Retrieval Augmented Generation (RAG) is a state-of-the-art approach to building question answering systems that combines the strengths of retrieval and foundation models (FMs). An end-to-end RAG solution involves several components, including a knowledge base, a retrieval system, and a generation system.

Knowledge Base 120

Knowledge Base AWS Generative AI Machine Learning 120

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.

Generative AI 90

Generative AI Artificial Inteligence Applications Knowledge Base 90

CIO

APRIL 11, 2024

Even so, many clients tell Gartner they are not ready to trust Oracle as their primary provider, Wright says, due to past experiences with Oracle’s aggressive sales practices. The allure of such a system for enterprises cannot be overstated, Lee says. These days that includes generative AI.

Enterprise 187

Enterprise Artificial Inteligence Cloud Azure 187

AWS Machine Learning - AI

JULY 1, 2024

Amazon Bedrock simplifies the process of developing and scaling generative AI applications powered by large language models (LLMs) and other foundation models (FMs). The generative AI capability of QnAIntent in Amazon Lex lets you securely connect FMs to company data for RAG. Create an Amazon Lex bot. Choose Next.

Knowledge Base 119

Knowledge Base Artificial Inteligence Generative AI AWS 119

AWS Machine Learning - AI

MAY 30, 2024

Amazon Bedrock is a fully managed service that makes FMs from leading AI startups and Amazon available via an API, so one can choose from a wide range of FMs to find the model that is best suited for their use case. Prompt engineering Prompt engineering is crucial for the knowledge retrieval system. Prompts also help ground the model.

Artificial Inteligence 122

Artificial Inteligence Technical Review Development Team Review Software Review 122

AWS Machine Learning - AI

MARCH 3, 2025

You can review the Mistral published benchmarks Prerequisites To try out Pixtral 12B in Amazon Bedrock Marketplace, you will need the following prerequisites: An AWS account that will contain all your AWS resources. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace.

Insurance 82

Insurance AWS eCommerce Software Review 82

AWS Machine Learning - AI

MAY 31, 2024

The General Data Protection Regulation (GDPR) right to be forgotten, also known as the right to erasure, gives individuals the right to request the deletion of their personally identifiable information (PII) data held by organizations. Review the summary page, select the Data source and choose Sync.

Knowledge Base 125

Knowledge Base Artificial Inteligence AWS Serverless 125

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 121

Artificial Inteligence Research Knowledge Base Applications 121

AWS Machine Learning - AI

FEBRUARY 19, 2024

One way to enable more contextual conversations is by linking the chatbot to internal knowledge bases and information systems. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service. Choose Next.

Knowledge Base 114

Knowledge Base Artificial Inteligence Applications Lambda 114

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 111

eCommerce Generative AI Lambda AWS 111

AWS Machine Learning - AI

JUNE 5, 2024

Although new features were released every other week, documentation for the features took an average of 3 weeks to complete, including drafting, review, and publication. Looking at our documentation workflows, we at Skyflow discovered areas where generative artificial intelligence (AI) could improve our efficiency.

Technical Review 114

Technical Review Artificial Inteligence Generative AI Systems Review 114

Tenable

AUGUST 30, 2024

Meanwhile, check out the AI-usage risks threatening banks’ cyber resilience. And get the latest on AI-system inventories, the APT29 nation-state attacker and digital identity security! Plus, Uncle Sam is warning about a dangerous Iran-backed hacking group. Dive into six things that are top of mind for the week ending August 30.

Security 71

Security Systems Review Software Review Technical Review 71

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. medium instance to demonstrate deploying LLMs via SageMaker JumpStart, which can be accessed through a SageMaker-generated API endpoint.

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Artificial Inteligence Generative AI AWS Load Balancer 130