adopted tech writing style (#796)

Signed-off-by: Malini Bhandaru <malini.bhandaru@intel.com>
Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com>

Author: mkbhanda

ChatQnA/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a ChatQnA application utilizin
 
 ## 🚀 Apply Xeon Server on AWS
 
-To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage the power of 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
+To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage 4th Generation Intel Xeon Scalable processors that are optimized for demanding workloads.
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 

CodeGen/docker_compose/intel/cpu/xeon/README.md

@@ -4,15 +4,15 @@ This document outlines the deployment process for a CodeGen application utilizin
 
 ## 🚀 Create an AWS Xeon Instance
 
-To run the example on an AWS Xeon instance, start by creating an AWS account if you don't have one already. Then, get started with the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home). AWS EC2 M7i, C7i, C7i-flex and M7i-flex instances are next-generation compute optimized instances powered by custom 4th Generation Intel Xeon Scalable processors (code named Sapphire Rapids). These instances are optimized for high-performance computing and demanding workloads.
+To run the example on an AWS Xeon instance, start by creating an AWS account if you don't have one already. Then, get started with the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home). AWS EC2 M7i, C7i, C7i-flex and M7i-flex instances are 4th Generation Intel Xeon Scalable processors suitable for the task.
 
 For detailed information about these instance types, you can refer to [m7i](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 
 After launching your instance, you can connect to it using SSH (for Linux instances) or Remote Desktop Protocol (RDP) (for Windows instances). From there, you'll have full access to your Xeon server, allowing you to install, configure, and manage your applications as needed.
 
-## 🚀 Build Docker Images
+## 🚀 Download or Build Docker Images
 
-First of all, you need to build the Docker images locally. This step can be ignored after the Docker images published to the Docker Hub.
+Should the Docker image you seek not yet be available on Docker Hub, you can build the Docker image locally.
 
 ### 1. Git Clone GenAIComps
 

CodeTrans/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a CodeTrans application utiliz
 
 ## 🚀 Create an AWS Xeon Instance
 
-To run the example on a AWS Xeon instance, start by creating an AWS account if you don't have one already. Then, get started with the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home). AWS EC2 M7i, C7i, C7i-flex and M7i-flex instances are next-generation compute optimized instances powered by custom 4th Generation Intel Xeon Scalable processors (code named Sapphire Rapids). These instances are optimized for high-performance computing and demanding workloads.
+To run the example on a AWS Xeon instance, start by creating an AWS account if you don't have one already. Then, get started with the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home). AWS EC2 M7i, C7i, C7i-flex and M7i-flex are Intel Xeon Scalable processor instances suitable for the task. (code named Sapphire Rapids).
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 

DocSum/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a Document Summarization appli
 
 ## 🚀 Apply Intel Xeon Server on AWS
 
-To apply a Intel Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage the power of 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
+To apply a Intel Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 

FaqGen/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a FAQ Generation application u
 
 ## 🚀 Apply Intel Xeon Server on AWS
 
-To apply a Intel Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage the power of 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
+To apply a Intel Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 

ProductivitySuite/README.md

@@ -1,6 +1,6 @@
 # OPEA Productivity Suite Application
 
-OPEA Productivity Suite, is a powerful tool designed to streamline your workflow and boost productivity. This application leverages the cutting-edge OPEA microservices to provide a comprehensive suite of features that cater to the diverse needs of modern enterprises.
+OPEA Productivity Suite streamlines your workflow to boost productivity. It leverages the OPEA microservices to provide a comprehensive suite of features to cater to the diverse needs of modern enterprises.
 
 ## Key Features
 
@@ -14,10 +14,10 @@ OPEA Productivity Suite, is a powerful tool designed to streamline your workflow
 
 - User Context Management: Maintain a seamless workflow by managing your user's context within the application. Our context management system keeps track of your documents and chat history, allowing for personalized experiences.
 
-- Identity and access management: uses OpenSource platform (Keycloak) for single sign-on identity and access management.
+- Identity and access management: uses the open source platform Keycloak for single sign-on identity and access management.
 
-Refer to the [Keycloak Configuration Guide](./docker_compose/intel/cpu/xeon/keycloak_setup_guide.md) for more instruction on setup Keycloak.
+Refer to the [Keycloak Configuration Guide](./docker_compose/intel/cpu/xeon/keycloak_setup_guide.md) for instructions to setup Keycloak.
 
-Refer to the [Xeon Guide](./docker_compose/intel/cpu/xeon/README.md) for more instructions on building docker images from source and running the application via docker compose.
+Refer to the [Xeon Guide](./docker_compose/intel/cpu/xeon/README.md) for instructions to build docker images from source and running the application via docker compose.
 
-Refer to the [Xeon Kubernetes Guide](./kubernetes/intel/README.md) for more instruction on deploying the application via kubernetes.
+Refer to the [Xeon Kubernetes Guide](./kubernetes/intel/README.md) for instructions to deploy the application via kubernetes.

Translation/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a Translation application util
 
 ## 🚀 Apply Xeon Server on AWS
 
-To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage the power of 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
+To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.
 

VisualQnA/docker_compose/intel/cpu/xeon/README.md

@@ -4,7 +4,7 @@ This document outlines the deployment process for a VisualQnA application utiliz
 
 ## 🚀 Apply Xeon Server on AWS
 
-To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage the power of 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
+To apply a Xeon server on AWS, start by creating an AWS account if you don't have one already. Then, head to the [EC2 Console](https://console.aws.amazon.com/ec2/v2/home) to begin the process. Within the EC2 service, select the Amazon EC2 M7i or M7i-flex instance type to leverage 4th Generation Intel Xeon Scalable processors. These instances are optimized for high-performance computing and demanding workloads.
 
 For detailed information about these instance types, you can refer to this [link](https://aws.amazon.com/ec2/instance-types/m7i/). Once you've chosen the appropriate instance type, proceed with configuring your instance settings, including network configurations, security groups, and storage options.