riolaf05 / aws-cdk-ts-bedrock-rag-agent-platform

AWS Bedrock setup with CDK, also includes a Streamlit page to retrieve information through a chat-like interface

Welcome to your CDK JavaScript project

Useful commands

• npm run test perform the jest unit tests
• npx cdk deploy deploy this stack to your default AWS account/region
• npx cdk diff compare deployed stack with current state
• npx cdk synth emits the synthesized CloudFormation template

Architecture

Prerequisites

• AWS Cli

• NPM

curl -o- https://raw.githubusercontent.com/creationix/nvm/v0.33.8/install.sh | bash
nvm install node npm
npm i

Tested with

NodeJS v22.3.0 npm 10.8.1

• CDK

• Docker

• Access to amazon.titan-embed-text-v1 e anthropic.claude-instant-v1 model on Bedrock

Getting started

1. cdk build

2. aws s3 sync data s3://resumeaistack-b7-kdx14wcvfzst^Cedrockragbucketdfd7a7c7-kdx14wcvfzst

3. update .env file in streamlit/

4. strealit run streamlit/main.py

Clean

1. cdk destroy

References

• Easy Serverless RAG with Knowledge Base for Amazon Bedrock

• Implementing RAG App Using Knowledge Base from Amazon Bedrock and Streamlit