AWS Machine Learning - AI

APRIL 1, 2025

Using a client-server architecture, MCP enables developers to expose their data through lightweight MCP servers while building AI applications as MCP clients that connect to these servers. In the first flow, a Lambda-based action is taken, and in the second, the agent uses an MCP server.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

MARCH 7, 2024

Many customers, including those in creative advertising, media and entertainment, ecommerce, and fashion, often need to change the background in a large number of images. The following diagram provides a simplified view of the solution architecture and highlights the key elements. Invokes the Amazon Bedrock InvokeModel API action.

AWS 142

AWS Lambda Generative AI Report 142

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Integrating it with the range of AWS serverless computing, networking, and content delivery services like AWS Lambda , Amazon API Gateway , and AWS Amplify facilitates the creation of an interactive tool to generate dynamic, responsive, and adaptive logos. Solution overview The following diagram illustrates the solution architecture.

Lambda 129

Lambda AWS Generative AI Resources 129

CIO

MAY 8, 2024

This is crucial for extracting insights from text-based data sources like social media feeds, customer reviews, and emails. AI-powered data integration solutions are particularly effective in handling complex, unstructured data sources, such as social media feeds, sensor data, and customer interactions. billion by 2025.

Innovation 153

Innovation Artificial Inteligence Data Serverless 153

Stackery

APRIL 11, 2019

I’m in a position where I converse with our customers and cloud service providers, and I keep track of conversations happening through blogs and social media. Lately, I’ve seen some talk about an architectural pattern that I believe will become prevalent in the near future. 6.10, which is approaching EOL for AWS Lambda?

Serverless 104

Serverless Lambda AWS Banking 104

AWS Machine Learning - AI

APRIL 30, 2025

The following diagram illustrates the architecture using AWS services. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions. The workflow starts with user authentication and authorization (steps 1-3). When complete, raw data is stored into an encrypted S3 bucket.

Artificial Inteligence 95

Artificial Inteligence Technical Review Software Review Generative AI 95

AWS Machine Learning - AI

MAY 14, 2024

We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. The following diagram illustrates the solution architecture and workflow. Pre-annotation Lambda function The process starts with an AWS Lambda function. Here, we use the on-demand option.

Generative AI 120

Generative AI Artificial Inteligence AWS Applications 120

AWS Machine Learning - AI

JULY 2, 2024

By incorporating their unique data sources, such as internal documentation, product catalogs, or transcribed media, organizations can enhance the relevance, accuracy, and contextual awareness of the language model’s outputs. The following diagram illustrates the solution architecture.

Knowledge Base 131

Knowledge Base Artificial Inteligence Lambda Authentication 131

CIO

FEBRUARY 3, 2023

Top RPA tools RPA tools have grown to be parts of larger ecosystems that map out and manage the enterprise computing architecture. Lambda functions act like logical glue for connecting services and automating work flowing through their networks. AI routines can also help look for patterns that may speed up the bots in the future.

Tools 218

Tools Open Source Lambda Weak Development Team 218

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Understanding the intrinsic value of data network effects, Vidmob constructed a product and operational system architecture designed to be the industry’s most comprehensive RLHF solution for marketing creatives. Solution overview The AWS team worked with Vidmob to build a serverless architecture for handling incoming questions from customers.

Generative AI 123

Generative AI Artificial Inteligence Data AWS 123

AWS Machine Learning - AI

JULY 15, 2024

Aurora MySQL serves as the primary relational data storage solution for tracking and recording media file upload sessions and their accompanying metadata. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves.

Generative AI 121

Generative AI Artificial Inteligence AWS Technical Review 121

AWS Machine Learning - AI

MAY 21, 2024

With 19 million monthly readers, 20 Minutes is a major player in the French media landscape. The media organization delivers useful, relevant, and accessible information to an audience that consists primarily of young and active urban readers. This post is co-written with Aurélien Capdecomme and Bertrand d’Aure from 20 Minutes.

Generative AI 138

Generative AI Artificial Inteligence AWS Advertising 138

O'Reilly Media - Ideas

DECEMBER 5, 2018

Programming with Java Lambdas and Streams , January 22. Developing Incremental Architecture , February 11-12. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservices Architecture and Design , January 16-17. API Driven Architecture with Swagger and API Blueprint , January 25.

Course 111

Course Artificial Inteligence Training Blockchain 111

AWS Machine Learning - AI

NOVEMBER 30, 2023

Digital publishers are continuously looking for ways to streamline and automate their media workflows to generate and publish new content as rapidly as they can, but without foregoing quality. The second part of the architecture is to submit an article to find these newly ingested images. You upload an image to an Amazon S3 bucket.

AWS 124

AWS Lambda Applications Generative AI 124

CIO

MARCH 6, 2023

The company, which customizes, sells, and licenses more than one billion images, videos, and music clips from its mammoth catalog stored on AWS and Snowflake to media and marketing companies or any customer requiring digital content, currently stores more than 60 petabytes of objects, assets, and descriptors across its distributed data store.

Artificial Inteligence 133

Artificial Inteligence Generative AI Storage AWS 133

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. Generative AI question-answering applications are pushing the boundaries of enterprise productivity.

Generative AI 76

Generative AI Systems Review Artificial Inteligence Software Review 76

Stackery

AUGUST 14, 2019

This is great news for development teams excited by the prospect of building and modernizing applications using AWS Lambda, DyanmoDB, Kinesis, API Gateway, Fargate, and the rest of the growing menu of serverless capabilities. The main initial draw to using Stackery was how its visualization helped us to reason about serverless architectures.

Serverless 13

Serverless AWS Tools Lambda 13

O'Reilly Media - Ideas

FEBRUARY 6, 2019

Beginner’s Guide to Writing AWS Lambda Functions in Python , March 1. Programming with Java Lambdas and Streams , March 5. Software Architecture by Example , February 21. Creating Serverless APIs with AWS Lambda and API Gateway , March 5. Software Architecture by Example , March 18. Bootiful Testing , March 6.

Artificial Inteligence 17

Artificial Inteligence Course Training Artificial Intelligence 17

Stackery

MAY 22, 2019

Serverless architecture has coined some new terms and, more confusingly, re-used a few older terms with new meanings. Where we instantiate a configuration of cloud services to deploy our app’s architecture for a development environment. Functions/Serverless Functions/Lambdas. This glossary will clarify some of them.

Serverless 74

Serverless Lambda AWS Resources 74

Netlify

AUGUST 2, 2020

It’s clear the Jamstack web architecture we pioneered five years ago has taken off. We reimagined a new architecture for web developers to deliver a faster, simpler and more secure way to build the web. The Jamstack has grown to be a major force today because of the underlying simplicity of the architecture.

Development 98

Development Architecture Web Development Internet 98

O'Reilly Media - Ideas

DECEMBER 21, 2018

Serverless Architectures on AWS: With Examples Using AWS Lambda — Peter Sbarski teaches you how to build, secure, and manage serverless architectures that can power the most demanding web and mobile apps.

AWS 66

AWS Resources Lambda Serverless 66

O'Reilly Media - Ideas

MARCH 6, 2019

Real-Time Data Foundations: Time Series Architectures , April 18. Beginner's Guide to Writing AWS Lambda Functions in Python , April 1. Visualizing Software Architecture with the C4 Model , April 2. Shaping and Communicating Architectural Decisions , April 15. Software Architecture by Example , April 18.

Course 15

Course Artificial Inteligence Training Machine Learning 15

O'Reilly Media - Ideas

MAY 19, 2020

Interestingly, multi-cloud, or the use of multiple cloud computing and storage services in a single homogeneous network architecture, had the fewest users (24% of the respondents). First, our survey didn’t ask respondents if they (or their organizations) have adopted microservices architecture. Serverless Stagnant.

Cloud 144

Cloud Microservices Serverless Survey 144

Stackery

MAY 19, 2019

So, once we decided to experiment with serverless, our team landed on using a simple, singular Lambda serviced by an S3 bucket. Meanwhile, we had local development environments running in Docker, so integrating that with thumbnail processing Lambda. Future goals & lessons learned.

Serverless 73

Serverless Lambda AWS Video 73

AWS Machine Learning - AI

MARCH 14, 2024

We use AWS Lambda as our orchestration function responsible for interacting with various data sources, LLMs and error correction based on the user query. We experimented with several approaches and settled on a page-level chunking scheme that aligned well with the format of the Media Guides.

Generative AI 131

Generative AI Artificial Inteligence Virtualization UI/UX 131

Mobilunity

APRIL 22, 2025

NoOps is supported by modern technologies such as Infrastructure as Code (IaC), AI-driven monitoring, and serverless architectures. Cost-Effectiveness through Serverless Computing: Utilizes serverless architectures (e.g., No manual oversight is required for routine traditional IT operations.

DevOps 40

DevOps Software Review Development Team Review Technical Review 40

O'Reilly Media - Ideas

JANUARY 2, 2019

Programming with Java Lambdas and Streams , January 22. Developing Incremental Architecture , February 11-12. Creating Serverless APIs with AWS Lambda and API Gateway , January 8. Microservices Architecture and Design , January 16-17. Architecture for Continuous Delivery , January 23. Mastering C# 8.0

Course 87

Course Artificial Inteligence Training Blockchain 87

O'Reilly Media - Ideas

JULY 2, 2019

Lock Convoys, AI Hardware, Lambda Observability, and AI for Science. What that means, both authors believe, is that the design of chips, their architecture, as it's known, has to change drastically in order to get more performance out of transistors that are not of themselves producing performance benefits.

Lambda 56

Lambda Hardware Architecture Performance 56

O'Reilly Media - Ideas

JUNE 4, 2019

Azure Architecture: Best Practices , June 28. Microservices Architecture and Design , July 8-9. Software Architecture Foundations: Characteristics and Tradeoffs , July 18. Analyzing Software Architecture , July 23. Software Architecture by Example , July 24. Architecture for Continuous Delivery , July 29.

Course 93

Course Training Artificial Inteligence Software Review 93

Mobilunity

APRIL 7, 2025

This language has proven itself an ideal fit for growth-oriented cost optimization strategies due to its platform independence, enterprise-grade scalability, open-source ecosystem, and strong support for cloud-native architectures. for tech and media. across all industries and 12.9% Lets review them in detail in the table below.

UI/UX 40

UI/UX Technical Review Development Software Review 40

O'Reilly Media - Ideas

APRIL 3, 2019

Fundamentals of Data Architecture , May 20-21. Beginner’s Guide to Writing AWS Lambda Functions in Python , May 7. Programming with Java Lambdas and Streams , May 16. Analyzing Software Architecture , April 16. Automating Architectural Governance Using Fitness Functions , April 22. Data Structures in Java , May 1.

Course 64

Course Artificial Inteligence Training Google Cloud 64

Apiumhub

AUGUST 29, 2023

When it comes to events, Alex emphasized the importance of networking and social interaction, recommending conferences like the Global Software Architecture Summit organized by Apiumhub and DevBcn (previously known as JBCNConf). Among the authors or influencers on social media, Marc recommended following Dan Abramov, Kent C.

Software Development 81

Software Development Weak Development Team Software Development 81

Netflix Tech

JULY 30, 2019

The Netflix Media Database (NMDB) is one such example. x has seen several new additions to System tasks, mostly contributed by the community: Lambda Lambda Task executes ad-hoc logic at Workflow run-time, using the Nashorn Javascript evaluator engine. Netflix Conductor is maintained by the Media Workflow Infrastructure team.

Lambda 76

Lambda Weak Development Team Systems Review Metrics 76

O'Reilly Media - Ideas

MAY 1, 2019

Beginner’s Guide to Writing AWS Lambda Functions in Python , June 28. Designing Serverless Architecture with AWS Lambda , June 11-12. Software Architecture Foundations: Characteristics and Tradeoffs , June 14. Software Architecture by Example , June 18. Modern streaming architectures , June 18-19.

Course 59

Course Training Artificial Inteligence Machine Learning 59

The Agile Monkey

JANUARY 16, 2019

It was basically a text to audio converter made of the following AWS resources: AWS S3, API Gateway, Lambda, DynamoDB, SNS and Polly. As a result, this Serverless application architecture was configured manually through the AWS Console , and it was awesome and very educative! These are the 3 Lambda functions that our project will have.

Serverless 40

Serverless Applications Lambda Software Review 40

O'Reilly Media - Ideas

JANUARY 14, 2020

, authors Mike Roberts and John Chapin identify the core insight that makes serverless unique: With a fully serverless app, you are no longer thinking about any part of your architecture as a resource running on a host. AWS Lambda is the canonical example and can be invoked from applications directly or triggered by other AWS services.

Serverless 56

Serverless Lambda AWS Architecture 56

Modus Create

OCTOBER 1, 2019

As an example, real-time dark mode switching becomes a matter of a single media query. While Workers share similarities with other serverless compute providers like AWS Lambda, there are places where we can easily distinguish the differences. CSS custom properties (a.k.a. CSS variables) make theming simple and build-step agnostic.

UI/UX 14

UI/UX Serverless Performance Lambda 14