EKS AI Langchain - Part 3 Deploying AI Langchain Applications on EKS

Now that we've set up a robust and scalable Amazon EKS cluster using Terraform, it's time to deploy AI Langchain applications. This article will guide you through configuring your EKS cluster for AI workloads, deploying applications, and ensuring they run efficiently.

Clone the repo here.

Prerequisites

Before proceeding, please ensure you have completed your EKS cluster setup as detailed in the previous articles. Additionally, you should have:

• kubectl installed and configured to interact with your EKS cluster.
• Docker is installed to build and manage container images.

Step 1: Preparing Your Application

AI Langchain applications typically require specific configurations and dependencies. Ensure your application is containerized and has a Dockerfile.

Login to ECR to push your image.

aws ecr get-login-password --region us-east-1