Connect AWS to Python

Build an AI agent that works across AWS and Python, on a schedule or when you click Run.

23 source actions

1 target actions

Start building Have us set it up (A$490)Browse AWS integrations

Why Connect AWS & Python?

Read what you need from AWS

Your agent uses AWS's documented actions to pull the records it needs, each time it runs.

Run a Python action

Then it uses one of 1 documented actions, such as Run Python Code.

Test it, then put it on a schedule

Run it once on your own data and check the result. Then set it to run daily, on weekdays or weekly.

Available Triggers & Actions

AWS

Triggers (12)

New Scheduled Tasks

Creates a Step Function State Machine to publish a message to an SNS topic at a specific timestamp. The SNS topic delivers the message to this Mazaal AI source, and the source emits it as a new event.

polling

New SNS Messages

Creates an SNS topic in your AWS account. Messages published to this topic are emitted from the Mazaal AI source.

polling

New Inbound SES Emails

The source subscribes to all emails delivered to a specific domain configured in AWS SES. When an email is sent to any address at the domain, this event source emits that email as a formatted event. These events can trigger a Mazaal AI workflow and can be consumed via SSE or REST API.

polling

New Deleted S3 File

Emit new event when a file is deleted from a S3 bucket

polling

New DynamoDB Stream Event

Emit new event when a DynamoDB stream receives new events. See the docs here

polling

New Records Returned by CloudWatch Logs Insights Query

Executes a CloudWatch Logs Insights query on a schedule, and emits the records as invidual events (default) or in batch

polling

New Restored S3 File

Emit new event when a file is restored into an S3 bucket

polling

New S3 Event

Emit new S3 events for a given bucket

polling

New S3 File

Emit new event when a file is added to an S3 bucket

polling

New Update to AWS RDS Database (Instant)

Emit new event when there is an update to an AWS RDS Database.

webhook

Redshift - New Row

Emit new event when a new row is added to a table. See the documentation

polling

Redshift - Updated Row

Emit new event when a row is updated, based on a selected timestamp column. See the documentation

polling

Actions (23)

CloudWatch Logs - Put Log Event

Uploads a log event to the specified log stream. See docs

DynamoDB - Create Table

Creates a new table to your account. See docs

DynamoDB - Execute Statement

This operation allows you to perform transactional reads or writes on data stored in DynamoDB, using PartiQL. See docs

DynamoDB - Get Item

The Get Item operation returns a set of attributes for the item with the given primary key. If there is no matching item, Get Item does not return any data and there will be no Item element in the response. See docs

DynamoDB - Put Item

Creates a new item, or replaces an old item with a new item. If an item that has the same primary key as the new item already exists in the specified table, the new item completely replaces the existing item. See docs

DynamoDB - Query

The query operation finds items based on primary key values. See docs

DynamoDB - Scan

The Scan operation returns one or more items and item attributes by accessing every item in a table. See docs

DynamoDB - Update Item

Updates an existing item's attributes, or adds a new item to the table if it does not already exist. See docs

DynamoDB - Update Table

Modifies the settings for a given table. Only one type of modification is permitted per request. See docs

EventBridge - Send Event to Event Bus

Sends an event to an EventBridge event bus. See documentation

Lambda - Create Function

Create a Lambda function from source code. This action creates a zip file and deploys it to AWS Lambda. See the docs

Lambda - Invoke Function

Invoke a Lambda function using the AWS API. See the docs

List AWS Region Options

Retrieves available options for the AWS Region field.

Redshift - Create Rows

Insert rows into a table. See the documentation

Redshift - Delete Rows

Deletes row(s) in an existing table in Redshift. See the documentation

Redshift - Query Database

Run a SELECT query on a database. See the documentation

Redshift - Update Rows

Update row(s) in an existing table in Redshift. See the documentation

S3 - Download File to /tmp

Downloads a file from S3 to the /tmp directory. See the documentation

S3 - Generate Presigned URL

Creates a presigned URL to download from a bucket. See the documentation

S3 - Upload Base64 As File

Accepts a base64-encoded string and a filename, then uploads as a file to S3. See the documentation

S3 - Upload Files

Upload files to S3. Accepts either a file URL, a local file path, or a directory path. See the documentation

SNS - Send Message

Sends a message to a SNS Topic. See docs

SQS - Send Message

Sends a message to an SQS queue. See the docs

Python

Actions (1)

Run Python Code

Write Python and use any of the 350k+ PyPi packages available. Refer to the Mazaal AI Python docs to learn more.

Integration Features

23 documented AWS actions

1 documented Python actions

Plain-English agent instructions

Daily, weekday or weekly schedule, or run on demand

Execution monitoring

Capability Examples

AWS trigger → Python action

Catalog example

AWS

New Scheduled Tasks

Python

Run Python Code

How It Works

Connect Apps

Authenticate your AWS and Python accounts

Describe the Job

Say what to read from AWS and what to do in Python

Choose an Action

Select the documented Python operation to run

Test and Review

Verify field mapping and provider responses before activation

Frequently Asked Questions

Integration Benefits

Scheduled or On-demand Runs

Runs daily, on weekdays or weekly at a set time, or when you click Run. It does not fire on live AWS events yet.

Automated Actions

Use 1 documented Python actions each time the agent runs.

Provider Authentication

Review the authentication requirements published by each provider before activating the workflow.

Guided Configuration

Describe the job in plain English. The agent picks theAWS and Python actions it needs.

Your Own Accounts

You connect your own AWS and Python accounts. App connections need a paid plan.

Execution Review

Test the workflow and review provider responses before relying on it in production.

All AWS Integrations

Explore all available AWS connections

View All Integrations

All Python Integrations

Explore all available Python connections

View All Integrations

Popular Integrations

View all integrations →

More Python Integrations

View all Python integrations →

Ready to Connect AWS & Python?

Build this agent in Mazaal AI and test it on your ownAWS and Python data.

Start building

Rather not build it yourself? We set up one AWS to Python agent on your accounts for A$490: a 30-minute call, a test on your real data, and 14 days of fixes. Plan billed separately. Email Enod

Connect AWS to Python

Why Connect AWS & Python?

Read what you need from AWS

Run a Python action

Test it, then put it on a schedule

Available Triggers & Actions

AWS

Triggers (12)

Actions (23)

Python

Actions (1)

Integration Features

Capability Examples

AWS trigger → Python action

How It Works

Connect Apps

Describe the Job

Choose an Action

Test and Review

Frequently Asked Questions

Is the AWS to Python direction supported?

Does it run the moment something changes in AWS?

Which Python actions are available?

Can I also connect Python to AWS?

Integration Benefits

Scheduled or On-demand Runs

Automated Actions

Provider Authentication

Guided Configuration

Your Own Accounts

Execution Review

All AWS Integrations

All Python Integrations

Popular Integrations

More Python Integrations

Ready to Connect AWS & Python?