LLM SageMaker Jumpstart CDK

Hello! This repository shows how to deploy sample CDK app that has live SageMaker endpoint with LLM (by default, Llama2-7b chat).

Installation

• Install CDK
• pip install -r requirements.txt
• pip install -r requirements-dev.txt

Deployment

To deploy, run:

cdk deploy

If asked Do you wish to deploy these changes enter y

Invoking

To invoke endpoint directly, run:

python3 invoke_sagemaker.py

The script will automatically read endpoint name from output of CDK

Destroy

Run

cdk destroy

And when asked for approval, enter y