AWS Machine Learning - AI

APRIL 29, 2025

At Data Reply and AWS, we are committed to helping organizations embrace the transformative opportunities generative AI presents, while fostering the safe, responsible, and trustworthy development of AI systems. LangFuse , an open source tool, plays a key role in providing transparency by keeping an audit trail of model decisions.

Generative AI 72

Generative AI Weak Development Team AWS Artificial Inteligence 72

TechCrunch

JANUARY 4, 2023

” SurrealDB launched first as an open source database platform before transitioning into a cloud offering, although the open source package is still available and being actively developed. They’re propelled by major trends such as database abstraction, cloud and serverless,” Turck said in an emailed statement.

Open Source 194

Open Source Cloud Serverless Analytics 194

Palo Alto Networks

OCTOBER 22, 2024

The dynamic nature of cloud technology—with feature updates in public cloud services, new attack methods and the widespread use of open-source code—is now driving awareness of the risks inherent to modern, cloud-native development.

Cloud 105

Cloud Artificial Inteligence Software Review Systems Review 105

AWS Machine Learning - AI

OCTOBER 1, 2024

We explore how to build a fully serverless, voice-based contextual chatbot tailored for individuals who need it. The aim of this post is to provide a comprehensive understanding of how to build a voice-based, contextual chatbot that uses the latest advancements in AI and serverless computing. We discuss this later in the post.

Serverless 91

Serverless Artificial Inteligence AWS Software Review 91

AWS Machine Learning - AI

NOVEMBER 7, 2024

API Gateway is serverless and hence automatically scales with traffic. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well. It’s serverless so you don’t have to manage the infrastructure.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

AWS Machine Learning - AI

MARCH 3, 2025

Unlike many open source alternatives, Pixtral 12B achieves strong results in text-based benchmarkssuch as instruction following, coding, and mathematical reasoningwithout sacrificing its proficiency in multimodal tasks. The results of the search include both serverless models and models available in Amazon Bedrock Marketplace.

Insurance 108

Insurance AWS eCommerce Software Review 108

Altexsoft

DECEMBER 28, 2018

According to the RightScale 2018 State of the Cloud report, serverless architecture penetration rate increased to 75 percent. Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. Where does serverless come from?

Serverless 68

Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

NOVEMBER 7, 2024

The solution presented in this post takes approximately 15–30 minutes to deploy and consists of the following key components: Amazon OpenSearch Service Serverless maintains three indexes : the inventory index, the compatible parts index, and the owner manuals index.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. It might seem like a serverless function just isn’t vulnerable to code injection. There are many sources of events, and almost all of them could include user input. With interdependence between serverless resources, user input can come from unexpected angles.

Serverless 58

Serverless Lambda Policies AWS 58

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

Knowledge Base 133

Knowledge Base Artificial Inteligence Applications Lambda 133

Altexsoft

NOVEMBER 30, 2018

February 1998 became one of the notable months in the software development community: The Open Source Initiative (OSI) corporation was founded and the open source label was introduced. The term represents a software development approach based on collaborative improvement and source code sharing. Well, it doesn’t.

Open Source 60

Open Source Software Review Software How To 60

Stackery

FEBRUARY 26, 2020

I wanted to share a fantastic talk from a recent Portland Serverless Architecture Meetup on AWS CloudFormation , how to get started, and how Stackery can help. Team Stackery has been hosting the PDX Serverless Architecture meetup at our Portland office since June of 2018, although the meetup began the year before.

Serverless 59

Serverless AWS Lambda Weak Development Team 59

O'Reilly Media - Ideas

JANUARY 22, 2019

From artificial intelligence to serverless to Kubernetes, here’s what on our radar. A related innovation, Robotic Process Automation (RPA), presents options for task automation and is expected to see rapid and substantial growth as well. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. Cloud-native infrastructure.

Systems Review 98

Systems Review Trends Engineering System 98

O'Reilly Media - Ideas

MAY 21, 2019

Many respondents signaled that they were using open source tools (Apache Spark, Kafka, TensorFlow, PyTorch, etc.) Some companies are beginning to build their own solutions, and several will be presenting them at Strata Data in NYC this coming Fall—e.g., and managed services in the cloud. Marquez (WeWork) and Databook (Uber).

Artificial Inteligence 111

Artificial Inteligence Machine Learning Technical Review Company 111

Mentormate

MAY 12, 2020

While there are many options to optimize the EC2 cost, changing the infrastructure and shifting your mindset towards using containers and Lambda functions to achieve a serverless architecture might have an even greater impact. These case studies present some of the companies using serverless like Robot, FINRA, and Thomson Reuters.

AWS 98

AWS Cloud Serverless Lambda 98

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, the application integrates with an open sourced eSentire LLM Gateway project to monitor the interactions with customer queries, backend agent actions, and application responses. The tool is able to correlate multiple datasets and present a response.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

Linux Academy

APRIL 10, 2019

Today’s keynote presentation was jam-packed with tons of announcements and I’m happy to break it all down for you. Thomas Kurian, CEO of Google Cloud, introduced Traffic Director, the new global traffic management service for VMs and containers as well as Cloud Run, which allows you to run any container in a serverless environment.

Google Cloud 97

Google Cloud Big Data Cloud Data 97

O'Reilly Media - Ideas

APRIL 13, 2023

Each shift presented new challenges and opportunities, shaping the way we interact with technology. Serverless APIs are the culmination of the cloud commoditizing the old hardware-based paradigm. We have seen shifts from mainframe computers to personal computers, and from servers to the cloud.

Technical Review 145

Technical Review Authentication Storage Serverless 145

Palo Alto Networks

OCTOBER 13, 2020

presents an evolution in the space with four new functionality modules and further platform alignment with key user needs and market categories. These organizations have a need to eliminate overhead associated with maintaining open source and point solutions, and eliminate the visibility gaps in a disjointed security stack.

Cloud 98

Cloud Serverless Malware Policies 98

Stacks on Stacks

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical While trying to verify the claims made on a somewhat facile rundown of serverless security threats, I ran across Jeremy Daly’s excellent writeup of a single vulnerability type in serverless, itself inspired by a fantastic talk from Ory Segal on vulnerabilities in serverless apps.

Serverless 40

Serverless Lambda AWS Policies 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? Enter the Serverless Application Repository.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? Enter the Serverless Application Repository.

Serverless 40

Serverless AWS Applications Lambda 40

Netlify

AUGUST 11, 2021

At Netlify, this is handled by an open-source tool called zip-it-and-ship-it. This presents a problem: how do we know which files to include at build time if the value of the query string parameter, and consequently the path of the required file, is only known at request time? This means that when invoking /function-1?lang=en

Serverless 55

Serverless How To Open Source Examples 55

AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. For more information, refer to Building a Multi-Tenant SaaS Solution Using AWS Serverless Services.

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Lambda Generative AI AWS Microservices 144

The Citus Data

MARCH 31, 2023

So this ultimate guide post is my gift to those of you who want to know more about the 37 talks that will be presented at this year’s 2nd annual Citus Con: An Event for Postgres 2023 —and who want to read about it in blog post form. And yes, Citus Con is virtual again this year! Lots to learn from here!

Azure 84

Azure Open Source Virtualization Software Engineering 84

Stackery

JUNE 27, 2019

As a company providing tooling to enable developers and operations teams to adopt a productive serverless workflow, Stackery is closely integrated with Amazon Web Services (AWS). While it’s easy to build a simple serverless application, managing the environments from dev, test, to production is much more complex.

Serverless 40

Serverless AWS DevOps Tools 40

O'Reilly Media - Ideas

FEBRUARY 11, 2019

We’ve assembled sessions from leading companies, many of which will share case studies of applications of machine learning methods, including multiple presentations involving deep learning: Strata Business Summit. Building a Serverless Big Data Application on AWS”. AI and machine learning in the enterprise. Deep Learning.

Big Data 108

Big Data Technology Tools Cloud 108

Daniel Bryant

APRIL 26, 2023

Debugging K8s-native applications shouldn’t be a slog (but it often is) My awesome Ambassador Labs colleague, Edidiong Asikpo , presented “ Telepresence Case Studies: From First Experience to Fast Feedback at Scale ” to a packed room. Just @kelseyhightower hosting a conversation about building businesses around open source projects. "Most

Weak Development Team 85

Weak Development Team Open Source Artificial Inteligence Machine Learning 85

Palo Alto Networks

APRIL 28, 2020

Enterprise Edition provides a comprehensive platform for protecting both the service plane and the compute plane and can protect hosts, containers, and serverless running in any cloud, including on-premises. Open Policy Agent (OPA) Integration. Serverless Security: Auto-Protect for AWS Lambda Functions.

Cloud 73

Cloud Serverless Lambda Policies 73

Netlify

MAY 17, 2021

They’ll touch on the stack utilizing serverless, AWS API gateway, Lambdas, React and more. By the end of the presentation you should be able to have a firm grasp of why headless commerce is the best for making the web JAAMIN’. Panel: Making virtual hype real – How ComplexLand used Shopify Plus for a new commerce experience.

Architecture 93

Architecture Serverless Virtualization Lambda 93

Modus Create

AUGUST 25, 2020

The AWS Acme Instant Tunnel application is one of Modus Labs ’ open source and emerging technologies projects that is designed to solve one common issue facing developers. These two approaches both present possible security risks and are susceptible to human error. The Problem. The CIS security best practices for AWS (4.1)

AWS 68

AWS Open Source Lambda Authentication 68

Stackery

JUNE 11, 2019

Serverless has the potential to bring massive ops advantages to projects of all sizes, but while it presents great business benefits, we need to spare a thought for how teams develop on serverless. A frequent response I’ve received since is ‘Why not use the SAM CLI tools to do local serverless?’ Okay I’m ready to go!

Lambda 58

Lambda Serverless AWS Resources 58

O'Reilly Media - Ideas

MARCH 1, 2022

Serverless” development is declining. Is serverless just a halfway step towards event-driven programming, which is the real destination? Monorepos , which are single source repositories that include many projects with well-defined relationships, are becoming increasingly popular and are supported by many build tools.

Trends 117

Trends Blockchain Serverless Malware 117

Prisma Clud

MARCH 7, 2023

Platform as a service (PaaS) and serverless are the dominant application execution environments. Both PaaS and serverless are also expected to experience growth, as 70% of respondents report planned use increases in the next 24 months. Primary method of application deployment to the cloud.

Survey 105

Survey Report Cloud Technical Advisors 105

Netlify

SEPTEMBER 26, 2021

Presenting of the 2021 Jammies Awards. Presenters: Justin Metros and Nicole Bender, Universal Standard . Presenter: Harrison Harnisch, Twilio. Presenters: Aisha Blake and Daniel Kim, New Relic. Presenter: Kwa Jie Hao, Software Engineer at Open Government Products. Presenter: Colby Fayock, Applitools.

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Weak Development Team Serverless Software Review Apparel 55

Altexsoft

AUGUST 31, 2021

API analytics , the module collecting data from gateways and presenting it on the dashboard. For serverless development. Serverless applications are similar to microservices in the way that they deal with even smaller units called functions. API gateways are becoming a go-to way for serverless computing.

Microservices 64

Microservices Serverless How To Load Balancer 64

Openxcell

SEPTEMBER 2, 2021

In other words, the presentation layer, which is also called the ‘frontend,’ is decoupled from the back-end interface in headless commerce. The headless ecommerce store manages and delivers content without any presentation layer (frontend). It is the best headless ecommerce open-source solution for B2B users.

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eCommerce B2B Open Source Systems Review 98