Remove Authentication Remove Load Balancer Remove Scalability
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Build and deploy a UI for your generative AI applications with AWS and Python

AWS Machine Learning - AI

In this post, we explore a practical solution that uses Streamlit , a Python library for building interactive data applications, and AWS services like Amazon Elastic Container Service (Amazon ECS), Amazon Cognito , and the AWS Cloud Development Kit (AWS CDK) to create a user-friendly generative AI application with authentication and deployment.

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Deploy Meta Llama 3.1-8B on AWS Inferentia using Amazon EKS and vLLM

AWS Machine Learning - AI

there is an increasing need for scalable, reliable, and cost-effective solutions to deploy and serve these models. Before running the following commands, make sure you authenticate towards AWS : export AWS_REGION=us-east-1 export CLUSTER_NAME=my-cluster export EKS_VERSION=1.30 8B at scale poses significant computational challenges.

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Build a multi-tenant generative AI environment for your enterprise on AWS

AWS Machine Learning - AI

It contains services used to onboard, manage, and operate the environment, for example, to onboard and off-board tenants, users, and models, assign quotas to different tenants, and authentication and authorization microservices. You can use AWS services such as Application Load Balancer to implement this approach.

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HCL Commerce Containers Explained

Perficient

HCL Commerce Containers provide a modular and scalable approach to managing ecommerce applications. Scalability : Each Container can be scaled independently based on demand, ensuring the system can handle high traffic. It facilitates service discovery and load balancing within the microservices architecture.

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Create a generative AI–powered custom Google Chat application using Amazon Bedrock

AWS Machine Learning - AI

Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. After it’s authenticated, the request is forwarded to another Lambda function that contains our core application logic. For Authentication Audience , select App URL , as shown in the following screenshot.

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Patroni 3.0 & Citus: Scalable, Highly Available Postgres

The Citus Data

Citus is a PostgreSQL extension that makes PostgreSQL scalable by transparently distributing and/or replicating tables across one or more PostgreSQL nodes. Secondly, it is possible to setup authentication using only client certificates, what is actually the recommended way. done Creating demo-work1-2. done Creating demo-coord2.

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SaaS Platfrom Development – How to Start

Existek

Knowing your project needs and tech capabilities results in great scalability, constant development speed, and long-term viability: Backend: Technologies like Node.js Cloud & infrastructure: Known providers like Azure, AWS, or Google Cloud offer storage, scalable hosting, and networking solutions. Frontend: Angular, React, or Vue.js