Automate Amazon QuickSight knowledge tales creation with agentic AI utilizing Amazon Nova Act

Amazon QuickSight knowledge tales help world clients by remodeling complicated knowledge into interactive narratives for sooner selections. Nonetheless, handbook creation of a number of day by day knowledge tales consumes vital time and assets, delaying vital selections and stopping groups from specializing in priceless evaluation.

Every group has a number of enterprise models, and every enterprise unit creates and operates a number of dashboards based mostly on particular reporting necessities. Customers create numerous knowledge tales from these dashboards based on their wants. Presently, knowledge story creation is a handbook course of that consumes vital time as a result of customers have to develop a number of narratives. By automating this course of, organizations can dramatically enhance productiveness, so customers can redirect their time towards making data-driven selections.

On this submit, we exhibit how Amazon Nova Act automates QuickSight knowledge story creation, saving time so you may deal with making vital, data-driven enterprise selections.

Amazon Nova Act modernizes net browser automation, which helps in performing complicated, real-world duties by way of net interfaces. In contrast to conventional giant language fashions (LLMs) centered on dialog, Amazon Nova Act emphasizes action-oriented capabilities by breaking down complicated duties into dependable atomic instructions. This transformative expertise advances autonomous automation with minimal human supervision, making it significantly priceless for enterprise productiveness and IT operations.

QuickSight knowledge tales rework complicated knowledge into interactive displays that information viewers by way of insights. It mechanically combines visualizations, textual content, and pictures to bridge the hole between analysts and stakeholders, serving to organizations talk knowledge successfully and make sooner selections whereas sustaining skilled requirements.

With the automation capabilities of Amazon Nova Act, you may mechanically generate knowledge tales, decreasing time-consuming handbook efforts. Utilizing browser automation, Amazon Nova Act seamlessly interacts with QuickSight to create custom-made knowledge narratives. By combining the automation of Amazon Nova Act with the strong visualization capabilities of QuickSight, you may decrease repetitive duties and speed up data-driven decision-making throughout groups.

Answer overview

In our answer, QuickSight transforms complicated knowledge into interactive narratives by way of knowledge tales, enabling sooner selections. Amazon Nova Act transforms net browser automation by enabling AI brokers to execute complicated duties autonomously, streamlining operations for enhanced enterprise productiveness.

Immediate greatest practices

Amazon Nova Act achieves optimum outcomes by breaking down prompts into distinct act() calls, much like offering step-by-step directions. On the time of writing, that is the really helpful strategy for constructing repeatable, dependable, simple-to-maintain workflows. On this part, we focus on some immediate greatest practices.

First, be prescriptive and succinct in what the agent ought to do. For instance, don’t use the next code:

nova.act("Choose the SaaS-Gross sales dataset")

We advocate the next immediate as an alternative:

nova.act("Click on on Datasets choice on the left-hand facet after which choose SaaS-Gross sales dataset ")

Moreover, we advocate breaking apart giant actions into smaller ones. For instance, don’t use the next code:

nova.act("Publish dashboard as ‘test-dashboard’")

The next immediate is damaged up into separate actions:

nova.act("choose Analyses on the left-hand facet”)

nova.act("choose the ‘SaaS-Gross sales evaluation’ ")

nova.act("choose ‘PUBLISH’ from the highest right-hand nook")

nova.act("Within the 'Publish dashboard' dialog field, find the enter discipline labeled 'Dashboard identify'. Enter 'test_dashboard' into this discipline”)

nova.act(“Choose PUBLISH DASHBOARD”)

Stipulations

The next stipulations are wanted to create and publish a QuickSight knowledge story utilizing Amazon Nova Act:

• An API key for authentication. To generate an API key, consult with Amazon Nova Act.
• For Amazon Nova Act stipulations and set up directions, consult with the GitHub repo.
• A Professional consumer (creator or reader) to create QuickSight knowledge tales.
• A broadcast QuickSight dashboard containing the visuals required on your QuickSight knowledge story.

For Home windows customers, full the next setup and set up steps in Home windows PowerShell:

1. Create a digital setting:
   python -m venv venv.
2. Activate the digital setting:
   venvScriptsactivate
3. Set your API key as an setting variable:
   $Env:NOVA_ACT_API_KEY="your_api_key"
4. Set up Amazon Nova Act:
   pip set up nova-act
5. To run a script (Python file), use the next command, and specify the script identify you need to run:
   python .py

To maintain it easy, we have now hardcoded among the values. You may implement programming logic utilizing Python options to simply accept these values as enter parameters.

There are a number of methods to put in writing prompts. Within the following sections, we offer examples demonstrating learn how to automate QuickSight knowledge story creation and distribution.

Setup

Run the next code to import the NovaAct class from the nova_act module, create an Amazon Nova occasion starting on the QuickSight login web page, and provoke an automatic browser session:

from nova_act import NovaAct

nova = NovaAct(starting_page="https://quicksight.aws.amazon.com/")

nova.begin()

Check in with credentials
After you may have opened the QuickSight login web page, full the next steps to log in along with your credentials:

1. Enter your QuickSight account identify and select Subsequent. (Specify the QuickSight account identify within the following code, or implement programming logic to deal with it as an enter parameter.)
   nova.act("enter QuickSight account identify and choose Subsequent")
2. Enter your consumer identify and transfer to the password discipline. (You may configure the consumer identify as an enter parameter utilizing programming logic.)
   nova.act("Enter username and click on on the password discipline")
3. Accumulate the password from the command line and enter it utilizing Playwright:
   nova.web page.keyboard.sort(getpass())
4. Now that consumer identify and password are stuffed in, select Check in.
   nova.act("Click on Check in")

If the agent is unable to deal with the web page component (on this case, the password discipline), you should use the next code:

nova.act("enter '' within the password discipline")

nova.web page.keyboard.sort(getpass())

Create a brand new knowledge story
On the QuickSight console, select Information tales within the navigation pane:

nova.act("Choose Information tales on the left facet menu")

nova.act("Choose NEW DATA STORY").

To construct the info story, you need to full the next steps:

1. Describe the info story
2. Choose visuals from the dashboard
3. Construct the info story

nova.act("Please enter ‘Nation vast gross sales knowledge story’ into the 'Describe your knowledge story' discipline and Click on on + ADD")

nova.act("choose all of the visuals and choose BUILD")

time.sleep(300)

On this instance, the script defaults to a single dashboard (Demo Dashboard). For a number of dashboards, embrace a immediate to pick the precise dashboard and its visuals for the info story. Moreover, you may describe the info story based on your necessities. If there are a number of visuals, you may choose those you need to embrace as a part of the info story. Regulate the time.sleep period based mostly on dashboard knowledge quantity and the variety of visuals being compiled.

To view your knowledge story, select Information tales within the navigation pane and select your knowledge story.

Clear up

Full the next steps to delete the info story you created:

1. Check in to the QuickSight console.
2. Select Information tales within the navigation pane.
3. Discover the info story you need to delete.
4. Select the choices menu icon (three dots) subsequent to the story.
5. Select Delete from the dropdown menu.

Conclusion

On this submit, we demonstrated learn how to create a QuickSight knowledge story utilizing Amazon Nova Act prompts. This answer showcases how Amazon Nova Act simplifies process automation, considerably boosting productiveness and saving priceless time.

To be taught extra about Amazon Nova Act and QuickSight knowledge tales, try the next assets:

In regards to the creator

Satish Bhonsle is a Senior Technical Account Supervisor at AWS. He’s enthusiastic about buyer success and expertise. He loves working backwards by shortly understanding strategic buyer goals, aligning them to software program capabilities and successfully driving buyer success.