Building AI Apps with Serverless - Resources

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Building AI Apps with Serverless - Resources

UpdatedFebruary 6, 2024

•2 min read•View as Markdown

Building AI Apps with Serverless - Resources

Marcia Villalba

Developer Advocate at AWS | Serverless <3

Part of series✉️ event driven architectures

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✉️ event driven architectures

Part 5 of 11

In this series you will find all the content related to building event-driven architectures with serverless in AWS.

Inside Serverlesspresso

This blog post collects all the resources for the talk: "Inside Serverlesspresso: Creating a production workload for pennies a day" What is Serverlesspresso? Serverlesspresso is an interactive serverless application showcased at AWS re:Invent, AWS Su...

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Building low-latency, event-driven applications: Resources

This blog post collects all the resources for the talk: "Building low-latency, event-driven applications" You can watch the whole session here: https://youtu.be/vVXS7L2ez2s?si=lJcAqnqELNQd8yIG Introduction AWS re:Invent 2022 - Keynote with Dr. Wern...

Nov 22, 2023·2 min read

Building low-latency, event-driven applications: Resources

M

Marcia Villalba

30 posts

AWS Developer 🥑 from 🇺🇾 living in 🇫🇮 Opinions are my own

On this page

Watch the talk Code Whisperer Example: Bed-time story What are Event-driven architectures?Amazon EventBridge Scheduler Amazon EventBridge Pipes Amazon EventBridge Event Bus Example: Automatic video dubbing Orchestration vs Choreography AWS Step Functions New announcements from Step Functions Generative AI for developers Amazon Bedrock NEW from Bedrock Serverless Video

This blog post collects all the resources for the talk: "Building AI Apps with Serverless"

Watch the talk

https://www.youtube.com/watch?v=C-I9F2FgAf0

Code Whisperer

https://youtu.be/9_IzF3g95XE?si=0hoHNl7d1l1wGjQp

Example: Bed-time story

In this video, you can learn more about the architecture and the design patterns behind the bed-time story generator created by David Boyne. Also in the video you will find a link to a blog post and the code for this solution.

https://youtu.be/1eaOgLGUz1I?si=OltcTBtpHnilfp2l

What are Event-driven architectures?

https://youtu.be/onz3Am7_w9M?si=AP7ZENgLF2RIJRjN

More on event-driven architectures in this blog post.

Amazon EventBridge Scheduler

https://youtu.be/35V2ULLS6fI?si=-Wjx2oWjN4WWukhd

Amazon EventBridge Pipes

https://youtu.be/8Yv_V4havbc?si=xlJ77NsgR1FOHdJ4

https://www.youtube.com/watch?v=Txlv8H7c8wA

Amazon EventBridge Event Bus

https://youtu.be/c493KFaWteg?si=aN9M56VZRpytt_pz

Learn more about EventBridge Event Bus in this blog post

Example: Automatic video dubbing

Learn more about this solution by checking this blog post

Code for this application: https://github.com/mavi888/sam-ai-helper

Orchestration vs Choreography

https://youtu.be/KlzCmDoWNUk?si=UpH6wH4s275vLAVe

AWS Step Functions

I have so many videos related to Step Functions that I will share with you a blog post where you can find them all. This blog post keeps updating as I create new videos related to this topic.

https://blog.marcia.dev/orchestrated-apps

New announcements from Step Functions

Call HTTP endpoints directly from a state machine

https://youtu.be/HtmIW566Vac

Build generative AI apps using AWS Step Functions and Amazon Bedrock

https://youtu.be/Na8Orgzb2TM

Generative AI for developers

Amazon Bedrock

Check this article about Amazon Bedrock for Serverless

In this video, learn how to use Bedrock with Lambda and Python.

https://youtu.be/P9Lnf4GMUsI

In this video, learn how to use Bedrock with Lambda and NodeJS.

https://youtu.be/n-2C5hWB1os

In this video, learn how to return responses from Bedrock streaming back from a Lambda function

https://youtu.be/NDtrk9Pm9w0

NEW from Bedrock

Agents for Amazon Bedrock is now available with improved control of orchestration and visibility into reasoning

Serverless Video

Try ServerlessVideo

#artificial-intelligence #serverless #cloud-computing

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