Knowledge Bases for Amazon Bedrock is a fully managed Retrieval-Augmented Generation (RAG) capability that allows you to connect foundation models (FMs) to internal company data sources to deliver relevant and accurate responses. We are excited to add new capabilities for building enterprise-ready RAG. Knowledge Bases now supports AWS CloudFormation and Service Quotas.

Using CloudFormation, you can model and provision resources such as the knowledge base itself and the underlying data source. Easily create, update, and delete resources for Knowledge Bases and reduce your dependency on manual IT orchestration, and standardize operational processes. With this launch, Knowledge Bases also extends support for Service Quotas (SQ). This feature provides a single pane of glass to view applied AWS quota values and usage. For example, you now have quick access to information such as the allowed number of RetrieveAndGenerate API requests per second, which you can modify to moderate traffic.

These capabilities are currently available in the US East (N. Virginia) and US West (Oregon) AWS Regions. To learn more about these features and how to get started, refer to the Knowledge Bases for Amazon Bedrock documentation and visit the Amazon Bedrock console.