feat: llama index data loader construct (#714)

* defaults for props
* add docker for llamaindex data loader
* set the platform to amd64
* add llamaindex architecture
* allow passing in a VPC
* add tests
* add enumeration to base class
* add headers

---------

Signed-off-by: github-actions <[email protected]>
Signed-off-by: Scott Schreckengaust <[email protected]>
Co-authored-by: github-actions <[email protected]>
Co-authored-by: Alain Krok <[email protected]>

README.md

@@ -139,6 +139,8 @@ The following constructs are available in the library:
 | [Content Generation](./src/patterns/gen-ai/aws-contentgen-appsync-lambda/README.md) | Generate images from text using Amazon titan-image-generator-v1 or stability.stable-diffusion-xl-v1 model.  | AWS Lambda, Amazon Bedrock, AWS AppSync |
 | [Web crawler](./src/patterns/gen-ai/aws-web-crawler/README.md) | Crawl websites and RSS feeds on a schedule and store changeset data in an Amazon Simple Storage Service bucket.  | AWS Lambda, AWS Batch, AWS Fargate, Amazon DynamoDB  |
 | [Amazon Bedrock Monitoring (Amazon CloudWatch Dashboard)](./src/patterns/gen-ai/aws-bedrock-cw-dashboard/README.md) | Amazon CloudWatch dashboard to monitor model usage from Amazon Bedrock. | Amazon CloudWatch |
+| [TXT to SQL](./src/patterns/gen-ai/aws-text-to-sql/README.md) |  Leverages generative AI capabilities to facilitate natural language-based SQL query generation.  | Amazon Event Bridge, Amazon Bedrock, AWS Lambda, Amazon SQS, AWS Secrets, and database of choice |
+| [LlamaIndex Data Loading](./src/patterns/gen-ai/aws-llama-index-data-loader/README.md) | Use LlamaIndex to load data in preparation for generative AI workloads | Amazon ECS Fargate, Amazon SQS, and AWS Systems Manager Parameters |
 
 ### L2 Constructs
 

apidocs/README.md

@@ -32,6 +32,7 @@
 - [JumpStartModel](classes/JumpStartModel.md)
 - [JumpStartSageMakerEndpoint](classes/JumpStartSageMakerEndpoint.md)
 - [LangchainCommonDepsLayer](classes/LangchainCommonDepsLayer.md)
+- [LlamaIndexDataLoader](classes/LlamaIndexDataLoader.md)
 - [QaAppsyncOpensearch](classes/QaAppsyncOpensearch.md)
 - [RagAppsyncStepfnOpensearch](classes/RagAppsyncStepfnOpensearch.md)
 - [SageMakerEndpointBase](classes/SageMakerEndpointBase.md)
@@ -60,6 +61,7 @@
 - [JumpStartSageMakerEndpointProps](interfaces/JumpStartSageMakerEndpointProps.md)
 - [LangchainLayerProps](interfaces/LangchainLayerProps.md)
 - [LangchainProps](interfaces/LangchainProps.md)
+- [LlamaIndexDataLoaderProps](interfaces/LlamaIndexDataLoaderProps.md)
 - [ModelMonitoringProps](interfaces/ModelMonitoringProps.md)
 - [QaAppsyncOpensearchProps](interfaces/QaAppsyncOpensearchProps.md)
 - [RagAppsyncStepfnOpensearchProps](interfaces/RagAppsyncStepfnOpensearchProps.md)

apidocs/classes/BaseClass.md

@@ -19,6 +19,7 @@
 - [`ContentGenerationAppSyncLambda`](ContentGenerationAppSyncLambda.md)
 - [`WebCrawler`](WebCrawler.md)
 - [`TextToSql`](TextToSql.md)
+- [`LlamaIndexDataLoader`](LlamaIndexDataLoader.md)
 
 ## Constructors