Generate single title from this title Hands-on with DAX: Supercharge Your DynamoDB Reads (Python + Terraform) in 100 -150 characters. And it must return only title i dont want any extra information or introductory text with title e.g: ” Here is a single title:”

provider "aws" {
  region = "us-east-1"
}

resource "aws_dynamodb_table" "products" {
  name           = "Products"
  billing_mode   = "PAY_PER_REQUEST"
  hash_key       = "ProductID"

  attribute {
    name = "ProductID"
    type = "S"
  }
}

resource "aws_dax_cluster" "dax_cluster" {
  cluster_name       = "dax-demo"
  node_type          = "dax.r4.large"
  replication_factor = 1
  iam_role_arn       = aws_iam_role.dax_role.arn
  parameter_group_name = "default.dax1.0"
  subnet_group_name    = aws_dax_subnet_group.dax_subnets.name
  security_group_ids   = [aws_security_group.dax_sg.id]
}

resource "aws_dax_subnet_group" "dax_subnets" {
  name       = "dax-subnets"
  subnet_ids = [/* your private subnet IDs here */]
}

resource "aws_iam_role" "dax_role" {
  name = "dax-access-role"
  assume_role_policy = jsonencode({
    Version = "2012-10-17"
    Statement = [{
      Action = "sts:AssumeRole"
      Effect = "Allow"
      Principal = {
        Service = "dax.amazonaws.com"
      }
    }]
  })
}

pip install amazondax boto3

import boto3

dynamodb = boto3.resource('dynamodb')
table = dynamodb.Table('Products')

for i in range(1, 101):
    table.put_item(Item={"ProductID": f"P{i}", "Name": f"Item {i}", "Price": 10.99 + i})

import amazondax.AmazonDaxClient
import boto3
import time

# Replace with your DAX endpoint
dax_endpoint = "dax-demo.xxxxxx.clustercfg.dax.us-east-1.amazonaws.com:8111"

dax = amazondax.AmazonDaxClient.DaxClient(
    endpoints=[dax_endpoint],
    region_name="us-east-1"
)

table = dax.Table("Products")

def read_from_dax(product_id):
    response = table.get_item(Key={"ProductID": product_id})
    return response.get("Item", {})

start = time.time()
print(read_from_dax("P10"))
print("DAX Latency:", time.time() - start)

dynamodb = boto3.resource("dynamodb")
table = dynamodb.Table("Products")

def read_from_dynamodb(product_id):
    response = table.get_item(Key={"ProductID": product_id})
    return response.get("Item", {})

start = time.time()
print(read_from_dynamodb("P10"))
print("DynamoDB Latency:", time.time() - start)