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https://github.com/ethan-pritchard/aws-qbusiness-java-boilerplate
A java boilerplate for AWS Q Business infrastructure using a custom data source connector.
https://github.com/ethan-pritchard/aws-qbusiness-java-boilerplate
amazon-q-business aws aws-lambda aws-sfn java java11 maven
Last synced: about 1 month ago
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A java boilerplate for AWS Q Business infrastructure using a custom data source connector.
- Host: GitHub
- URL: https://github.com/ethan-pritchard/aws-qbusiness-java-boilerplate
- Owner: ethan-pritchard
- License: mit
- Created: 2024-08-03T00:21:10.000Z (5 months ago)
- Default Branch: main
- Last Pushed: 2024-08-03T18:25:28.000Z (5 months ago)
- Last Synced: 2024-10-14T04:21:52.389Z (3 months ago)
- Topics: amazon-q-business, aws, aws-lambda, aws-sfn, java, java11, maven
- Language: Java
- Homepage: https://github.com/ethan-pritchard/aws-qbusiness-java-boilerplate
- Size: 32.2 KB
- Stars: 1
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# aws-qbusiness-java-boilerplate
A java boilerplate for
[AWS Q Business](https://aws.amazon.com/q/business/)
infrastructure using a
[custom data source connector](https://docs.aws.amazon.com/amazonq/latest/qbusiness-ug/custom-connector.html).
## Getting Started
This boilerplate has two todos:
- [Fetch persistence w/ nextToken (optional) and startTime (if not -1)](/src/main/java/com/ethanpritchard/example/handlers/BatchDocumentHandler.java)
- Depending on how your data is persisted, you will have to use an API or a client to fetch it.
- If paginated, this API or client will consume `nextToken` and give a new `nextToken`.
- [Convert persistence -> Q Business Document](/src/main/java/com/ethanpritchard/example/handlers/BatchDocumentHandler.java)
- AWS Q Business requires your data to be a [Document structure](https://docs.aws.amazon.com/amazonq/latest/api-reference/API_Document.html) which supports content types such as PDF, HTML, JSON, and more.
## Workflows
### Batch Processing Workflow
An AWS Step Function state machine which when executed:
- Manages the AWS Q Business data source sync job lifecycle (start, stop)
- Calls BatchDocument which fetches documents from your persistence, transforms documents into AWS Q Business Documents, and uses [`qbusiness:BatchPutDocument`](https://docs.aws.amazon.com/amazonq/latest/api-reference/API_BatchPutDocument.html) to iteratively index AWS Q Business Documents
This boilerplate demonstrates its flexibility by adding pagination support with the following modifications:
- Added parameters `maxPages` `nextToken` `startDate` `endDate`
- Modified BatchDocument in order to:
- Consume `nextToken` `startDate` `endDate` in the request
- Output a `nextToken` if applicable
- Passthrough `startDate` `endDate` into the response
- Modified batch processing state machine in order to recursively increment the `currentPage` for each BatchDocument request
- Modified batch processing state machine in order to recursively call BatchDocument with the refreshed `nextToken` until `currentPage` exceeds `maxPages` or `nextToken` is `""`
For larger workflows, I recommend the
[AWS Step Functions Parallel state](https://docs.aws.amazon.com/step-functions/latest/dg/amazon-states-language-parallel-state.html)
instead of recursion.
#### How To Use
Trigger `TriggerBatchProcessingStateMachineFunction` with this input:
```
{
"applicationId": "Q Business application Id",
"dataSourceId": "Q Business data source Id",
"indexId": "Q Business index Id",
"maxPages": Max nextTokens to consume,
"nextToken": "" OR Paginated next token,
"startDate": -1 OR Valid timestamp,
"endDate": -1 OR Valid timestamp
}
```
There are four configurations of parameters for the `TriggerBatchProcessingStateMachineFunction`:
- `nextToken` is `""`. `startDate`/`endDate` are `-1`
- Starts at beginning of pagination API
- `nextToken` is `""`. `startDate`/`endDate` are `timestamp`
- Starts at beginning of timeframe filtered pagination API
- `nextToken` is `paginated next token`. `startDate`/`endDate` are `-1`
- Starts at pagination next token of pagination API
- `nextToken` is `paginated next token`. `startDate`/`endDate` are `timestamp`
- Starts at pagination next token of timeframe filtered pagination API
Optionally, add automation using [AWS EventBridge Scheduler](https://docs.aws.amazon.com/lambda/latest/dg/with-eventbridge-scheduler.html) to trigger `TriggerBatchProcessingStateMachineFunction` on a schedule.
The `BatchProcessingStateMachine` will recursively call the pagination API until
- `maxPages` is reached, or
- `nextToken` output from `BatchDocumentLambda` is `""`
## Deployment
- `aws s3api create-bucket --bucket `
- `aws cloudformation package --template-file ./cfn/template.json --s3-bucket --output-template-file ./target/template.json`
- `aws cloudformation deploy --template-file ./target/template.json --capabilities "CAPABILITY_NAMED_IAM" --stack-name ` and optionally adding `--parameter-overrides IdCInstanceArn=`
## License
[LICENSE](/LICENSE)