Merge branch 'main' into feat/website_docs

Author: krokoko

README.md

@@ -73,14 +73,14 @@ The following constructs are available in the library:
 |:-------------|:-------------|:-------------|
 | [Data ingestion pipeline](./src/patterns/gen-ai/aws-rag-appsync-stepfn-opensearch/) | Ingestion pipeline providing a RAG (retrieval augmented generation) source for storing documents in a knowledge base. | Amazon OpenSearch, AWS Step Functions, Amazon Bedrock, AWS AppSync, AWS Lambda | 
 | [Question answering](./src/patterns/gen-ai/aws-qa-appsync-opensearch/) | Question answering with a large language model (Anthropic Claude V2.1) using a RAG (retrieval augmented generation) source and/or long context. | Amazon OpenSearch, AWS Lambda, Amazon Bedrock, AWS AppSync | 
-| [Summarization](./src/patterns/gen-ai/aws-summarization-appsync-stepfn/) | Document summarization with a large language model (Anthropic Claude V2.1). | AWS Lambda, Amazon Bedrock, AWS AppSync and Amazon Elasticache for Redis.  |
+| [Summarization](./src/patterns/gen-ai/aws-summarization-appsync-stepfn/) | Document summarization with a large language model (Anthropic Claude V2.1). | AWS Lambda, Amazon Bedrock, AWS AppSync and Amazon ElastiCache for Redis.  |
 | [Lambda layer](./src/patterns/gen-ai/aws-langchain-common-layer/) | Python Lambda layer providing dependencies and utilities to develop generative AI applications on AWS. | AWS Lambda, Amazon Bedrock, Amazon SageMaker | 
-| [SageMaker model deployment (Jumpstart)](./src/patterns/gen-ai/aws-model-deployment-sagemaker/README_jumpstart.md) | Deploy a foundation model from Amazon SageMaker JumpStart to an Amazon SageMaker endpoint. | Amazon SageMaker | 
+| [SageMaker model deployment (JumpStart)](./src/patterns/gen-ai/aws-model-deployment-sagemaker/README_jumpstart.md) | Deploy a foundation model from Amazon SageMaker JumpStart to an Amazon SageMaker endpoint. | Amazon SageMaker | 
 | [SageMaker model deployment (Hugging Face)](./src/patterns/gen-ai/aws-model-deployment-sagemaker/README_hugging_face.md) | Deploy a foundation model from Hugging Face to an Amazon SageMaker endpoint. | Amazon SageMaker | 
 | [SageMaker model deployment (Custom)](./src/patterns/gen-ai/aws-model-deployment-sagemaker/README_custom_sagemaker_endpoint.md) | Deploy a foundation model from an S3 location to an Amazon SageMaker endpoint. | Amazon SageMaker | 
-| [Amazon Bedrock](./src/cdk-lib/bedrock/README.md) | CDK L2 Constructs for Amazon Bedrock | Amazon Bedrock, Amazon OpenSearch Serverless, AWS Lambda |
-| [Amazon OpenSearch Serverless Vector Collection](./src/cdk-lib/opensearchserverless/README.md) | CDK L2 Constructs to create a vector collection | Amazon OpenSearch Vector Index |
-| [Amazon OpenSearch Vector Index](./src/cdk-lib/opensearch-vectorindex/README.md) | CDK L1 Custom Resource to create a vector index | Amazon OpenSearch Serverless, AWS Lambda |
+| [Amazon Bedrock](./src/cdk-lib/bedrock/README.md) | CDK L2 Constructs for Amazon Bedrock. | Amazon Bedrock, Amazon OpenSearch Serverless, AWS Lambda |
+| [Amazon OpenSearch Serverless Vector Collection](./src/cdk-lib/opensearchserverless/README.md) | CDK L2 Constructs to create a vector collection. | Amazon OpenSearch Vector Index |
+| [Amazon OpenSearch Vector Index](./src/cdk-lib/opensearch-vectorindex/README.md) | CDK L1 Custom Resource to create a vector index. | Amazon OpenSearch Serverless, AWS Lambda |
 
 # Sample Use Cases
 
@@ -94,7 +94,7 @@ The official samples repository https://github.com/aws-samples/generative-ai-cdk
 | [aws-cdk-stack-builder-tool](https://github.com/aws-samples/aws-cdk-stack-builder-tool) | AWS CDK Builder is a browser-based tool designed to streamline bootstrapping of Infrastructure as Code (IaC) projects using the AWS Cloud Development Kit (CDK). |
 | [CDK Live! Building generative AI applications and architectures leveraging AWS CDK Constructs!](https://www.youtube.com/watch?v=NI1F4Xxqyr8) | CDK Live! episode focused on building and deploying generative AI applications and architectures on AWS using the AWS Cloud Development Kit (CDK) and the AWS Generative AI CDK Constructs. |
 | [Announcing AWS Generative AI CDK Constructs!](https://aws.amazon.com/blogs/devops/announcing-generative-ai-cdk-constructs/) | Blog post announcing the release of the AWS Generative AI CDK Constructs. |
-| [aws-genai-llm-chatbot](https://github.com/aws-samples/aws-genai-llm-chatbot/tree/main) | Multi-Model and Multi-RAG Powered Chatbot Using AWS CDK on AWS allowing you to experiment with a variety of Large Language Models and Multimodal Language Models, settings and prompts in your own AWS account |
+| [aws-genai-llm-chatbot](https://github.com/aws-samples/aws-genai-llm-chatbot/tree/main) | Multi-Model and Multi-RAG Powered Chatbot Using AWS CDK on AWS allowing you to experiment with a variety of Large Language Models and Multimodal Language Models, settings and prompts in your own AWS account. |
 
 # Operational Metrics Collection