Deploy Amazon Bedrock Knowledge Bases using Terraform for RAG-based generative AI applications
Machine Learning Blog
This article provides a comprehensive guide to deploying Amazon Bedrock Knowledge Bases using Terraform for Retrieval Augmented Generation (RAG) based generative AI applications.
- Describes a Terraform infrastructure-as-code solution for setting up Amazon Bedrock Knowledge Bases
- Covers key components like IAM roles, Amazon OpenSearch Serverless, and Bedrock Knowledge Bases
- Provides detailed prerequisites, including AWS account, IAM permissions, and Terraform installation
- Offers step-by-step instructions for cloning the repository, configuring settings, and deploying the infrastructure
- Includes advanced customization options for chunking strategies and vector dimensions
The tutorial aims to help developers quickly implement RAG workflows by automating the deployment process and providing flexible configuration options for knowledge base creation.
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