AWS Machine Learning - AI

NOVEMBER 19, 2024

With Amazon Bedrock and other AWS services, you can build a generative AI-based email support solution to streamline email management, enhancing overall customer satisfaction and operational efficiency. AI integration accelerates response times and increases the accuracy and relevance of communications, enhancing customer satisfaction.

Knowledge Base 109

Knowledge Base Generative AI Technical Review Lambda 109

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 92

AWS Machine Learning - AI

NOVEMBER 21, 2024

As generative AI models advance in creating multimedia content, the difference between good and great output often lies in the details that only human feedback can capture. The path to creating effective AI models for audio and video generation presents several distinct challenges.

Video 102

Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence 132

Artificial Inteligence Generative AI Lambda Healthcare 132

AWS Machine Learning - AI

APRIL 1, 2025

This protocol allows AI assistants to use specialized tooling and to access domain-specific knowledge by extending the models capabilities beyond its built-in knowledgeall while keeping sensitive data local. With specialties in Generative AI and SaaS, she loves helping her customers succeed in their business.

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AWS Software Review Knowledge Base Artificial Inteligence 119

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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Generative AI Artificial Inteligence Systems Review Software Review 137

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 121

Generative AI Artificial Inteligence AWS Applications 121

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.

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Artificial Inteligence Lambda Travel Generative AI 95

AWS Machine Learning - AI

MAY 1, 2025

By doing this, clients and servers can scale independently, making it a great fit for serverless orchestration powered by Lambda, AWS Fargate for Amazon ECS, or Fargate for Amazon EKS. For example, a simple way to deploy an MCP server is to use Lambda support for Docker images to install the MCP dependency on the Lambda function or Fargate.

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Artificial Inteligence AWS Architecture Generative AI 117

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. This can be done with a Lambda layer or by using a specific AMI with the required libraries. awscli>=1.29.57

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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 145

AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. Users can input audio, video, or text into GenASL, which generates an ASL avatar video that interprets the provided data.

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AWS Machine Learning - AI

OCTOBER 2, 2024

Large enterprises are building strategies to harness the power of generative AI across their organizations. Managing bias, intellectual property, prompt safety, and data integrity are critical considerations when deploying generative AI solutions at scale.

Generative AI 129

Generative AI Artificial Inteligence AWS Government 129

CIO

JULY 18, 2024

The early bills for generative AI experimentation are coming in, and many CIOs are finding them more hefty than they’d like — some with only themselves to blame. CIOs are also turning to OEMs such as Dell Project Helix or HPE GreenLake for AI, IDC points out. The heart of generative AI lies in GPUs.

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AWS Machine Learning - AI

AUGUST 15, 2024

In turn, customers can ask a variety of questions and receive accurate answers powered by generative AI. The Content Designer AWS Lambda function saves the input in Amazon OpenSearch Service in a questions bank index. Amazon Lex forwards requests to the Bot Fulfillment Lambda function.

Artificial Inteligence 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

AWS Machine Learning - AI

DECEMBER 22, 2023

Generative AI agents are capable of producing human-like responses and engaging in natural language conversations by orchestrating a chain of calls to foundation models (FMs) and other augmenting tools based on user input. In this post, we demonstrate how to build a generative AI financial services agent powered by Amazon Bedrock.

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Generative AI Lambda AWS Technical Review 126

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. A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text.

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Artificial Inteligence Generative AI AWS Serverless 126

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. These applications are a focus point for our generative AI efforts.

Generative AI 139

Generative AI Artificial Inteligence AWS Advertising 139

AWS Machine Learning - AI

AUGUST 26, 2024

Prospecting, opportunity progression, and customer engagement present exciting opportunities to utilize generative AI, using historical data, to drive efficiency and effectiveness. Use case overview Using generative AI, we built Account Summaries by seamlessly integrating both structured and unstructured data from diverse sources.

Generative AI 128

Generative AI AWS Artificial Inteligence Technical Review 128

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.

Generative AI 132

Generative AI Artificial Inteligence Virtualization UI/UX 132

AWS Machine Learning - AI

OCTOBER 7, 2024

A generative AI Slack chat assistant can help address these challenges by providing a readily available, intelligent interface for users to interact with and obtain the information they need. This can lead to productivity losses, frustration, and delays in decision-making.

Generative AI 105

Generative AI Artificial Inteligence AWS Lambda 105

AWS Machine Learning - AI

MARCH 18, 2025

LLM analysis The integrated dataset is fed into an LLM specifically trained on medical and clinical trial data. The LLM analyzes the textual data, identifying patterns, extracting relevant information, and generating insights related to adverse event occurrences, severity, and potential causal relationships. Choose Test. Choose Test.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Generative artificial intelligence (AI) applications are commonly built using a technique called Retrieval Augmented Generation (RAG) that provides foundation models (FMs) access to additional data they didn’t have during training.

Generative AI 95

Generative AI AWS Applications Serverless 95

AWS Machine Learning - AI

APRIL 22, 2025

Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

Crunchbase News

MAY 15, 2024

Building AI infrastructure While most people like to concentrate on the newest AI tool to help generate emails or mimic their own voice, investors are looking at much of the architecture underneath generative AI that makes it work. In February, Lambda hit unicorn status after a $320 million Series C at a $1.5

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Lambda Artificial Inteligence Artificial Intelligence Generative AI 123

AWS Machine Learning - AI

AUGUST 21, 2024

LLMs are a type of foundation model (FM) that have been pre-trained on vast amounts of text data. This post discusses how LLMs can be accessed through Amazon Bedrock to build a generative AI solution that automatically summarizes key information, recognizes the customer sentiment, and generates actionable insights from customer reviews.

Technical Review 126

Technical Review Software Review Systems Review Lambda 126

AWS Machine Learning - AI

APRIL 18, 2024

Organizations typically counter these hurdles by investing in extensive training programs or hiring specialized personnel, which often leads to increased costs and delayed migration timelines. Generative artificial intelligence (AI) with Amazon Bedrock directly addresses these challenges.

AWS 129

AWS Applications Lambda Knowledge Base 129

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 Lambda wrapper function searches for similar questions in OpenSearch Service.

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AWS Lambda Performance Artificial Inteligence 129

AWS Machine Learning - AI

MAY 22, 2024

With the advancement of Generative AI , we can use vision-language models (VLMs) to predict product attributes directly from images. You can use a managed service, such as Amazon Rekognition , to predict product attributes as explained in Automating product description generation with Amazon Bedrock.

Fashion 136

Fashion Artificial Inteligence Generative AI AWS 136

Crunchbase News

FEBRUARY 22, 2024

Aside from the Moonshot AI raise — the first $1 billion AI round of the year — other large rounds in the last week-plus include: San Jose, California-based Lambda raised a $320 million Series C at a $1.5 The company offers cloud computing services and hardware for training artificial intelligence software.

Artificial Inteligence 126

Artificial Inteligence Artificial Intelligence Lambda Generative AI 126

Crunchbase News

MARCH 5, 2024

The near doubling in valuation in just two months is the latest example of the unwavering belief investors have in seemingly all things AI — regardless of the valuation. Just last month, San Jose, California-based AI cloud computing startup Lambda raised a $320 million Series C at a $1.5

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Report Artificial Inteligence Artificial Intelligence Lambda 128

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. Its key offering is the Hugging Face Hub, which hosts a vast collection of over 200,000 pre-trained models and 30,000 datasets. Mistral 7B Instruct is developed by Mistral AI.

Artificial Inteligence 132

Artificial Inteligence Meeting AWS Generative AI 132

CIO

NOVEMBER 2, 2023

And that is where many CIOs find themselves today: tackling cloud cost issues more skillfully just as disruptive forces such as generative AI are set to ensure those costs will exponentially escalate, CIOs predict. There’s just not enough experience there to know what the ultimate costs for gen AI are,” says ADP’s Nagrath.

Strategy 211

Strategy Cloud Data Center Budget 211

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 AWS Generative AI 93

Crunchbase News

APRIL 4, 2024

This column is a look back at the week that was in AI. Microsoft recently made waves when it was revealed it would lure two co-founders of generative AI startup Inflection AI away from the company, hire most of its 70-person staff, and license its technology. Read the previous one here. billion valuation.

Artificial Inteligence 123

Artificial Inteligence Artificial Intelligence Generative AI Lambda 123

InfoWorld

MAY 14, 2024

As most IT people know, GPUs are in high demand and are critical for running and training generative AI models. Businesses such as CoreWeave, Lambda Labs, Voltage Park, and Together AI are at the forefront of this movement.

Technical Review 76

Technical Review Lambda Generative AI Hardware 76

AWS Machine Learning - AI

APRIL 11, 2024

In this post, we discuss document classification using the Amazon Titan Multimodal Embeddings model to classify any document types without the need for training. The Amazon Titan Multimodal Embedding model was trained using the Euclidean L2 algorithm and therefore for best results the vector database used should support this algorithm.

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