Using Amazon Bedrock for Content Moderation

Using Amazon Bedrock for Content Moderation
Using Amazon Bedrock for Content Moderation

CLOUD LABS



Using Amazon Bedrock for Content Moderation

In this Cloud Lab, you’ll learn to create a content moderation system using Amazon Bedrock by integrating AWS services like EventBridge, SQS, Lambda, S3, and DynamoDB.

8 Tasks

beginner

1hr 30m

Certificate of Completion

Desktop OnlyDevice is not compatible.
No Setup Required
Amazon Web Services

Learning Objectives

The ability to configure and integrate AWS services like S3, EventBridge, SQS, Lambda, and DynamoDB
Hands-on experience building an AI-driven content moderation system using Amazon Bedrock
An understanding of automated workflows for moderating and managing textual content effectively
The ability to store and analyze moderation results using DynamoDB

Technologies
Bedrock
Lambda logoLambda
S3 logoS3
SQS logoSQS
EventBridge logoEventBridge
Cloud Lab Overview

Amazon Bedrock is a fully managed service provided by AWS that allows you to use generative AI models without dealing with the complexities of training, hosting, and scaling. With Amazon Bedrock, you can integrate advanced AI capabilities into your applications and workflows. This powerful service simplifies the process of incorporating generative AI into your content moderation systems so that you can focus on delivering high-quality results.

In this Cloud Lab, you will build a comprehensive content moderation system using a combination of AWS services. The workflow begins with uploading textual content to an Amazon S3 bucket. This action triggers an event captured by Amazon EventBridge, which sets off a series of automated processes. The EventBridge rule triggers the Amazon Simple Queue Service (SQS) queue. The SQS queue holds the notification until an AWS Lambda function processes it.

As the final step in the workflow, the Lambda function retrieves the message from the SQS queue and invokes an Amazon Bedrock model to moderate the uploaded content. This model processes the content based on your provided parameters to meet necessary quality standards. Once the moderation is complete, the results are stored in an Amazon DynamoDB table for easy access and future analysis.

After completing this Cloud Lab, you will have developed the skills to implement an automated content moderation system using Amazon Bedrock and other AWS services. You will learn how to configure EventBridge and SQS to work together, invoke a generative AI model within AWS Lambda, and manage content using Amazon S3 and DynamoDB.

A high-level architecture diagram for this Cloud Lab is given below:

Content moderation workflow using Amazon Bedrock
Content moderation workflow using Amazon Bedrock

Cloud Lab Tasks
1.Introduction
Getting Started
2.Setting Up the Resources
Create an S3 Bucket and a DynamoDB Table
Create an IAM Role and a Lambda Function
3.Configuring Flow to Test the System
Create and Configure an SQS Queue
Create an EventBridge Rule
Test the Moderation System
4.Conclusion
Clean Up
Wrap Up
Labs Rules Apply
Stay within resource usage requirements.
Do not engage in cryptocurrency mining.
Do not engage in or encourage activity that is illegal.

Relevant Courses

Use the following content to review prerequisites or explore specific concepts in detail.

Trusted by 1.4 million developers working at companies including

Don’t take our word for it. See what our developers have to say.

Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.

Felipe Matheus
TestimonialsImg

I highly recommend Educative. The courses are well organized and easy to understand.

Adina Ong
TestimonialsImg

I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
TestimonialsImg

I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
TestimonialsImg
Don’t take our word for it. See what our developers have to say.

Your method is simple, straight to the point and I can practice with it everywhere, even from my phone, that's something I have never had in other learning platforms.

Felipe Matheus
TestimonialsImg

I highly recommend Educative. The courses are well organized and easy to understand.

Adina Ong
TestimonialsImg

I prefer Educative courses because they have a nice mix of text & images. I find that with full video courses, it can often be too easy to go into passive learning mode.

Clifford Fajardo
TestimonialsImg

Get access to Educative Cloud Labs

Course Footer Image
Course Footer Image