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The Ultimate Guide to Building Generative AI Apps with Amazon PartyRock


By cloudplexo team

on August 30, 2024



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Introduction

Amazon PartyRock is a generative AI app-building playground powered by Amazon Bedrock, allowing users to experiment with prompt engineering and create fun and intuitive AI-powered apps without writing code.

PartyRock is highly secure, highly available, and offers a scalable infrastructure. It provides access to foundational modules, including Lama, without requiring an AWS account. This guide will help you understand how Amazon PartyRock works, how to get started, and how to use PartyRock to suit your needs.

How Does PartyRock Work?

Amazon PartyRock is a free service that uses PartyRock credits. It simplifies web application development by providing pre-configured templates and an integrated development environment, customizable using the platform's tools. Infrastructure provisioning (servers, databases, etc.) is automatically managed and scaled, eliminating manual setup. A real-time feedback chatbox further aids the app-building process.

The PartyRock Environment

The PartyRock environment is a user-friendly interface for managing applications. It includes tools for coding, testing, and deploying apps. The landing page has six menu items:

To get started, click here and select the Sign in option.

PartyRock Sign-in Options

Sign-In Options

Choose from the following options to sign in:

Sign-in via Google

For this demo, select the Google option. Choose your preferred email address and continue.

Choose an email

Follow these steps:

  1. Pick a unique username.
  2. Select your country.
  3. Select your city.
  4. Tick the AWS privacy checkbox.
  5. Submit.

User Registration Form

After signing in, four new menu items appear:

Now, you can start building!

The Apps section displays the history of apps you’ve developed. You can reuse or share them with other developers.

Apps History

The Snapshot feature lets you back up or save your application configurations and history for later use.

Snapshots Feature

Backstage tracks PartyRock credit usage based on input and output. Every new user gets a free trial.

Backstage Usage

PartyRock Use Cases

Use Case 1: Streamlining Document Management with Intelligent Data Extraction

AWS PartyRock can be used to create a chatbot application that allows users to upload documents (e.g., contracts, reports) and extract key information using generative AI.

Demo

Start by clicking on Generate App.

Generate App Section

Enter a prompt or use example prompts provided.

Building Environment

For this example, we’ll use a pre-defined prompt to create a chatbot. Upload a document, such as the 2022 Nigerian Startup Act.

Upload Document

The document is successfully uploaded, and its content is analyzed.

Document Analysis

In developing a tech startup company, and you seem not to really have much time to read through the document or hire a legal advisor to put you through, you can get the key information needed to start your company using your PartyRock application by uploading the document and asking for a summary.

Document Summary

There’s a section above that has the following options:

Creating a snapshot with Amazon PartyRock

To take a snapshot, make your app public by selecting the Private option and switching to Public.

Public App

Once public, you can create a snapshot for sharing or backup.

Snapshot Created

It’ll take some seconds to be created and then you can see your snapshot. This will also appear in the snapshot area of the PartyRock interface.

Editing your App

Clicking on the ‘edit’ button or symbol brings you to the interface below where you can choose your own title, placeholder and foundational model.

Still want more? Your Amazon PartyRock application can answer any question(s) you have about your uploaded document.

Outcome of this use case: Enhanced document management, improved decision-making, document confidentiality and privacy with increased efficiency.

Use Case 2: Rapid Prototyping & MVP Development

PartyRock can quickly prototype apps like:

Demo

Enter the prompt and generate.

Content Generation

Type in your command and enter. PartyRock will automatically generate a name for your app (which you can edit and change) and execute your command.

PartyRock generates draft content and visuals based on the prompt.

Generated Content

  1. You can save the image
  2. Regenerate another image
  3. Edit and customize the model to your taste.

Outcome: Accelerated product development cycles, allowing startups to validate their ideas quickly and efficiently with minimal investment.

Pricing and Support

PartyRock is currently free and uses PartyRock credits based on input tokens, output tokens, and generated images. Amazon provides extensive documentation, community forums, and support.

Limitations

Sharing Your App

To share your app, click Public and copy the generated link.

Sharing App

The ‘url’ will have AWS PartyRock and your username as seen below. Other users can remix your app and see it was created by you.

Now they can also use your app and execute their own commands.

Remix App

Conclusion

AWS PartyRock offers an accessible platform for creating, testing, and sharing generative AI apps. It’s a versatile tool across sectors like healthcare, finance, and media, fostering innovation while serving as an educational resource.


FAQs

  1. PartyRock Guide
  2. About PartyRock
  3. PartyRock FAQs
  4. What’s New with PartyRock