Posted on by Abhishek Gupta

Use AWS Generative AI CDK Constructs To Speed up App Development

In this blog, we will use the AWS Generative AI Constructs Library to deploy a complete RAG application composed of the following components:

  • Knowledge Bases for Amazon Bedrock: This is the foundation for the RAG solution.
  • OpenSearch Serverless collection: It supports the vector search collection type that provides similarity search capability.
  • An S3 bucket: This will act as the data source for the Knowledge Base.
  • AWS Lambda function (written in Python) along with an API Gateway that uses the RetrieveAndGenerate API to query the knowledge base and generate responses from the information it retrieves.

AWS Cloud

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