AWS Machine Learning - AI

NOVEMBER 7, 2024

AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. In this post, we guide you through integrating Amazon Bedrock Agents with enterprise data APIs to create more personalized and effective customer support experiences.

Lambda 127

Lambda Enterprise Automotive Knowledge Base 127

AWS Machine Learning - AI

MARCH 4, 2025

We demonstrate how to harness the power of LLMs to build an intelligent, scalable system that analyzes architecture documents and generates insightful recommendations based on AWS Well-Architected best practices. This scalability allows for more frequent and comprehensive reviews. All data is encrypted in transit and at rest.

Generative AI 107

Generative AI Technical Review Software Review Systems Review 107

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. It’s efficient, scalable, and harnesses the best of cloud and AI! End result?

Serverless 130

Serverless Generative AI Google Cloud Technical Review 130

AWS Machine Learning - AI

NOVEMBER 22, 2024

Using Amazon Bedrock, you can easily 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 87

Generative AI AWS Technical Review Backup 87

AWS Machine Learning - AI

SEPTEMBER 3, 2024

Harnessing the power of big data has become increasingly critical for businesses looking to gain a competitive edge. However, managing the complex infrastructure required for big data workloads has traditionally been a significant challenge, often requiring specialized expertise.

Serverless 113

Serverless AWS Artificial Inteligence Big Data 113

AWS Machine Learning - AI

JANUARY 29, 2025

Amazon Bedrock Custom Model Import enables the import and use of your customized models alongside existing FMs through a single serverless, unified API. This serverless approach eliminates the need for infrastructure management while providing enterprise-grade security and scalability.

Generative AI 128

Generative AI Artificial Inteligence AWS Serverless 128

Perficient

APRIL 22, 2025

Data Summit 2025 is just around the corner, and were excited to connect, learn, and share ideas with fellow leaders in the data and AI space. As the pace of innovation accelerates, events like this offer a unique opportunity to engage with peers, discover groundbreaking solutions, and discuss the future of data-driven transformation.

Meeting 52

Meeting Data Serverless Data Engineering 52

Apiumhub

DECEMBER 9, 2024

Azure Key Vault Secrets integration with Azure Synapse Analytics enhances protection by securely storing and dealing with connection strings and credentials, permitting Azure Synapse to enter external data resources without exposing sensitive statistics. Data Lake Storage (Gen2): Select or create a Data Lake Storage Gen2 account.

Azure 91

Azure Analytics Storage Artificial Inteligence 91

TechCrunch

NOVEMBER 16, 2021

PlanetScale , the serverless database company founded by the co-creators of the Vitess opensource project that powers YouTube, today announced that it has raised a $50 million Series C funding round led by Kleiner Perkins. ’ I think serverless is picking that up and it’s accelerating. .’

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Serverless Enterprise Cloud Course 228

AWS Machine Learning - AI

APRIL 23, 2024

As successful proof-of-concepts transition into production, organizations are increasingly in need of enterprise scalable solutions. Security – Implementing strong access controls, encryption, and monitoring helps secure sensitive data used in your organization’s knowledge base and prevent misuse of generative AI.

Knowledge Base 125

Knowledge Base Scalability Applications Generative AI 125

CIO

OCTOBER 19, 2023

million terabytes of data will be generated by humans over the web and across devices. That’s just one of the many ways to define the uncontrollable volume of data and the challenge it poses for enterprises if they don’t adhere to advanced integration tech. As well as why data in silos is a threat that demands a separate discussion.

Data 190

Data Scalability Serverless Enterprise 190

Dzone - DevOps

MAY 1, 2023

With the growth of the application modernization demands, monolithic applications were refactored to cloud-native microservices and serverless functions with lighter, faster, and smaller application portfolios for the past years.

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Serverless Lambda Data AWS 94

AWS Machine Learning - AI

OCTOBER 29, 2024

All of this data is centralized and can be used to improve metrics in scenarios such as sales or call centers. These insights are stored in a central repository, unlocking the ability for analytics teams to have a single view of interactions and use the data to formulate better sales and support strategies.

Generative AI 109

Generative AI Video Engineering Artificial Inteligence 109

AWS Machine Learning - AI

NOVEMBER 6, 2024

Limited scalability – As the volume of requests increased, the CCoE team couldn’t disseminate updated directives quickly enough. You add access control information to a document in an Amazon S3 data source using a metadata file associated with the document. Steven has been AWS Professionally certified for over 8 years.

Generative AI 106

Generative AI Government Technical Review Innovation 106

Tenable

FEBRUARY 13, 2024

The good news is that deploying these applications on a serverless architecture can make it easier to protect them. However, it can be challenging to protect cloud-native applications that leverage serverless functions like AWS Lambda, Google Cloud Functions, and Azure Functions and Azure App Service. What is serverless?

Serverless 106

Serverless Architecture Applications Cloud 106

Prisma Clud

NOVEMBER 22, 2024

Unmanaged cloud resources, human error, misconfigurations and the increasing sophistication of cyber threats, including those from AI-powered applications, create vulnerabilities that can expose sensitive data and disrupt business operations. virtual machines, containers, Kubernetes, serverless applications and open-source software).

AWS 105

AWS Cloud Network Compliance 105

AWS Machine Learning - AI

NOVEMBER 7, 2024

Architecting a multi-tenant generative AI environment on AWS A multi-tenant, generative AI solution for your enterprise needs to address the unique requirements of generative AI workloads and responsible AI governance while maintaining adherence to corporate policies, tenant and data isolation, access management, and cost control.

Generative AI 111

Generative AI AWS Enterprise Artificial Inteligence 111

Erik Bernhardsson

APRIL 18, 2021

How they use data to identify friction points, and constantly experiment with changes to make things easier. Truly serverless. Serverless doesn't mean it's a burstable VM that saves its instance state to disk during periods of idle. I'm dreaming of a world where things are truly serverless. Can't wait.

Infrastructure 348

Infrastructure Software Serverless Resources 348

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? FaaS functions only solve the compute part, but where is data stored and managed, and how is it accessed?

Serverless 109

Serverless Lambda AWS Systems Review 109

TechCrunch

JULY 13, 2022

DeltaStream provides a serverless streaming database to manage, secure and process data streams. “Serverless” refers to the way DeltaStream abstracts away infrastructure, allowing developers to interact with databases without having to think about servers.

Serverless 179

Serverless Systems Review Storage Technical Review 179

Xebia

MAY 21, 2024

Many companies across various industries prioritize modernization in the cloud for several reasons, such as greater agility, scalability, reliability, and cost efficiency, enabling them to innovate faster and stay competitive in today’s rapidly evolving digital landscape.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. The solution design consists of two parts: data indexing and contextual search.

Serverless 127

Serverless Artificial Inteligence Engineering Generative AI 127

TechCrunch

DECEMBER 13, 2022

An open source package that grew into a distributed platform, Ngrok aims to collapse various networking technologies into a unified layer, letting developers deliver apps the same way regardless of whether they’re deployed to the public cloud, serverless platforms, their own data center or internet of things devices.

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Firewall Serverless Internet Load Balancer 240

Palo Alto Networks

OCTOBER 22, 2024

Buckle Up, Buttercup According to Unit 42 research, it can be inferred that by 2025, cloud threats will increase by 188% based on data they have observed over the past three years. This alarming upward trend highlights the urgent need for robust cloud security measures. Therefore, it'll be easier. It's definitely a misconception.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

Netlify

JULY 19, 2021

The Jamstack ecosystem is brimming with serverless data layer options. Netlify is the glue that holds Jamstack components together, but it doesn’t provide a data layer. These partners make it easy to process and query your data, talk to a database just like any other API, whether in GraphQL or via a function.

Technical Review 136

Technical Review Serverless Enterprise Software Review 136

AWS Machine Learning - AI

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. Each bucket serves a specific purpose in the pipeline, providing organized data management and simplified access control.

Artificial Inteligence 62

Artificial Inteligence Open Source AWS Serverless 62

AWS Machine Learning - AI

MARCH 13, 2025

However, customer interaction data such as call center recordings, chat messages, and emails are highly unstructured and require advanced processing techniques in order to accurately and automatically extract insights. MaestroQA integrated Amazon Bedrock into their existing architecture using Amazon Elastic Container Service (Amazon ECS).

Generative AI 110

Generative AI CTO Coach AWS Artificial Inteligence 110

AWS Machine Learning - AI

NOVEMBER 6, 2024

However, as exciting as these advancements are, data scientists often face challenges when it comes to developing UIs and to prototyping and interacting with their business users. Streamlit allows data scientists to create interactive web applications using Python, using their existing skills and knowledge.

Generative AI 118

Generative AI AWS Artificial Inteligence Applications 118

AWS Machine Learning - AI

OCTOBER 31, 2024

The solution integrates large language models (LLMs) with your organization’s data and provides an intelligent chat assistant that understands conversation context and provides relevant, interactive responses directly within the Google Chat interface. For more details about pricing, refer to Amazon Bedrock pricing.

Generative AI 121

Generative AI Lambda Applications AWS 121

AWS Machine Learning - AI

APRIL 9, 2025

Each distinct task type will likely require a separate LLM, which might also be fine-tuned with custom data. The Pro tier, however, would require a highly customized LLM that has been trained on specific data and terminology, enabling it to assist with intricate tasks like drafting complex legal documents.

Artificial Inteligence 123

Artificial Inteligence Generative AI AWS Applications 123

AWS Machine Learning - AI

JANUARY 22, 2025

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, and quickly integrate and deploy them into your applications using AWS tools without having to manage the infrastructure. Fine-tuning Train the FM on data relevant to the task.

Network 109

Network Artificial Inteligence Machine Learning Serverless 109

CIO

DECEMBER 20, 2024

With a wide range of services, including virtual machines, Kubernetes clusters, and serverless computing, Azure requires advanced management strategies to ensure optimal performance, enhanced security, and cost efficiency. Enterprises must focus on resource provisioning, automation, and monitoring to optimize cloud environments.

Azure 88

Azure Analysis Cloud Resources 88

AWS Machine Learning - AI

MARCH 20, 2025

Companies of all sizes face mounting pressure to operate efficiently as they manage growing volumes of data, systems, and customer interactions. SageMaker Unified Studio, using Amazon DataZone , provides a comprehensive data management solution through its integrated services.

Generative AI 108

Generative AI Systems Review System Lambda 108

AWS Machine Learning - AI

OCTOBER 29, 2024

Recently, we’ve been witnessing the rapid development and evolution of generative AI applications, with observability and evaluation emerging as critical aspects for developers, data scientists, and stakeholders. This feature allows you to separate data into logical partitions, making it easier to analyze and process data later.

Generative AI 109

Generative AI Applications AWS Knowledge Base 109

AWS Machine Learning - AI

APRIL 10, 2025

AWS is the first major cloud provider to deliver Pixtral Large as a fully managed, serverless model. A distinguishing feature of Pixtral Large is its expansive context window of 128,000 tokens, enabling it to simultaneously process multiple images alongside extensive textual data.

Generative AI 95

Generative AI AWS Technical Review Artificial Inteligence 95

AWS Machine Learning - AI

JANUARY 29, 2025

LOBs have autonomy over their AI workflows, models, and data within their respective AWS accounts. While LOBs drive their AI use cases, the central team governs guardrails, model risk management, data privacy, and compliance posture. This enables agile LOB innovation while providing centralized oversight on governance areas.

Generative AI 85

Generative AI Organization Enterprise Artificial Inteligence 85

InfoWorld

JANUARY 17, 2024

There might be few takers for Pinecone’s new serverless vector database , dubbed Pinecone Serverless, analysts believe. said Doug Henschen, principal analyst at Constellation Research.

Serverless 75

Serverless Scalability Research Data 75