AWS Machine Learning - AI

AUGUST 21, 2024

The following reference architecture illustrates what an automated review analysis solution could look like. The architecture carries out the following steps: Customer reviews can be imported into an Amazon Simple Storage Service (Amazon S3) bucket as JSON objects. Review Lambda quotas and function timeout to create batches.

Technical Review 125

Technical Review Software Review Systems Review Lambda 125

Xebia

MAY 21, 2024

This involves updating existing systems to take advantage of modern cloud-native architectures, technologies, and best practices, which always follow the six Pillars of AWS Well Architecture Framework: Operational Excellence, Security, Reliability, Performance Efficiency, Cost Optimization, and Sustainability.

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AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. The workflow consists of the following steps: Users provide natural language inputs to the agent. create-customer-resources.sh

Knowledge Base 139

Knowledge Base Insurance Lambda AWS 139

Apiumhub

OCTOBER 2, 2019

I have spoken to our clients, our team members and community members to highlight those top 10 software development workshops and courses centers that give trainings in Barcelona. Staying up-to-date with best practices and latest developments is crucial, especially when it comes to software architecture and development. EventStorming.

Software Review 9

Software Review Software Development Technical Review Course 9

AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 90

Generative AI AWS Applications Serverless 90

Stackery

OCTOBER 14, 2019

With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Building microservices with AWS Lambda SVS343-R. Scalable serverless architectures using event-driven design API304. Serverless architectural patterns and best practices ARC307-R.

Serverless 13

Serverless Lambda AWS Microservices 13

Stackery

SEPTEMBER 3, 2019

Week One: Local Development and Debugging Workshop. AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. AWS Lambda: Amazon’s version of serverless functions.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Stackery

JULY 3, 2019

WebSockets aren’t new, but a new serverless architecture is now possible with Amazon API Gateway integrations. Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. However, these architectural patterns require new understandings and workflows for how applications should be developed. Paul Chin Jr.

Serverless 40

Serverless AWS Lambda Software Review 40

ParkMyCloud

AUGUST 29, 2019

Value of In-Person vs. Session Videos – Many sessions will be online afterward, so prioritize sessions with an element that is more valuable in person – that may be chalk talks, workshops, and others with interactive elements. You enhance this solution using AWS Lambda and integrate it with Amazon Connect.

AWS 12

AWS How To Serverless Microservices 12

Lacework

JULY 19, 2022

Glenn Gore’s “ Leadership Session: AWS Architecture ” from AWS re:Invent 2019. The first ever session with AWS Lambda, “ Getting Started with AWS Lambda ”, by Tim Wagner. Workshops are often an additional fee on top the event admission (even at free events). Breakout sessions. Builders session.

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AWS Conference Technical Review Lambda 52

Apiumhub

DECEMBER 24, 2019

Apiumhub , the organizer of Kotlin Everywhere in Barcelona, is a software development company based in Barcelona that transformed into a tech hub, mainly offering services of mobile app development, web development, software architecture, DevOps & Product Ownership. Global Software Architecture Summit.

Software Review 10

Software Review Software Development Architecture Video 10

Mike Roberts

MARCH 14, 2018

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. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

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. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

Bernd Rucker

JANUARY 8, 2018

Serverless functions are all the hype at the moment whether it be AWS Lambda or Azure Functions. For a customer in the insurance field they set up an architecture around the Microsoft Cloud (Azure). The build pipeline To get this architecture off the ground they automated the build and deployment pipeline. Why is this cool?

Case Study 40

Case Study Azure Study Serverless 40

Netlify

AUGUST 2, 2020

Truly though, Smashing Magazine’s migration off of WordPress and onto the Jamstack architecture proved to be one of the most monumental moves of its time. Now, Smashingmagazine.com is the most advanced JAMstack site we’ve ever seen… ” Smashing, isn’t it!? What are the benefits of the Jamstack?

Engineering 55

Engineering Media Analytics Serverless 55

OpenCredo

MARCH 20, 2020

Cloud tools like AWS CloudWatch provide the opportunity to execute business logic (in the form of Lambda functions) whenever an event happens within the infrastructure. The earlier these conversations take place, the more harmonious the resulting security systems when baked into the design and observability of the architecture.

Cloud 40

Cloud Data Weak Development Team Compliance 40

AWS Machine Learning - AI

JANUARY 26, 2024

Understanding and addressing LLM vulnerabilities, threats, and risks during the design and architecture phases helps teams focus on maximizing the economic and productivity benefits generative AI can bring. Many customers are looking for guidance on how to manage security, privacy, and compliance as they develop generative AI applications.

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Generative AI Artificial Inteligence Security Applications 137

AWS Machine Learning - AI

JANUARY 24, 2025

Solution overview Lets start with a logical architecture of a typical generative AI assistant application overlying the OWASP Top 10 for LLM threats, as illustrated in the following diagram. The following diagram illustrates the assistant architecture on AWS.

Generative AI 106

Generative AI Artificial Inteligence Lambda AWS 106

AWS Machine Learning - AI

OCTOBER 21, 2024

We use AWS Amplify , Amazon Cognito , Amazon API Gateway , AWS Lambda , and Amazon Bedrock with the Amazon Titan Image Generator G1 model to build an application to edit images using prompts. The architecture uses Amazon Cognito for user authentication and Amplify as the hosting environment for our frontend application.

Serverless 93

Serverless Applications Lambda AWS 93

AWS Machine Learning - AI

NOVEMBER 18, 2024

The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. The workflow invokes a Lambda function and passes the GuardDuty findings details. The Lambda function calls Anthropic’s Claude 3 Sonnet model through Amazon Bedrock APIs with the input request.

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Lambda Cloud AWS Generative AI 85

AWS Machine Learning - AI

OCTOBER 21, 2024

In this second part, we dive into the architectural considerations and development lifecycle practices that can help you build robust, scalable, and secure intelligent agents. Either way, you can use the Amazon Bedrock console to quickly create a default AWS Lambda function to get started implementing your actions or tools.

Generative AI 91

Generative AI Artificial Inteligence Applications AWS 91

AWS Machine Learning - AI

JANUARY 9, 2025

Technical solution architecture The solution primarily uses Amazon Bedrock Agents (to orchestrate the multi-step process), Amazon Textract (to extract data from the PAN and Aadhar cards), and Amazon Comprehend (to identify the entities from the PAN and Aadhar card). The solution architecture is shown in the following figure.

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AWS Knowledge Base Lambda Generative AI 114