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Build and deploy a UI for your generative AI applications with AWS and Python

AWS Machine Learning - AI

Solution overview For this solution, you deploy a demo application that provides a clean and intuitive UI for interacting with a generative AI model, as illustrated in the following screenshot. The custom header value is a security token that CloudFront uses to authenticate on the load balancer. See the README.md

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Ngrok, a service to help devs deploy sites, services and apps, raises $50M

TechCrunch

Effectively, Ngrok adds connectivity, security and observability features to existing apps without requiring any code changes, including features like load balancing and encryption. With Ngrok, developers can deploy or test apps against a development backend, building demo websites without having to deploy them.

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Build a custom UI for Amazon Q Business

AWS Machine Learning - AI

The workflow includes the following steps: The user accesses the chatbot application, which is hosted behind an Application Load Balancer. For instructions, refer to How do I integrate IAM Identity Center with an Amazon Cognito user pool and the associated demo video. The following diagram illustrates the solution architecture.

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What Is Envoy Proxy?

Dzone - DevOps

Introducing Envoy proxy Envoy proxy architecture with Istio Envoy proxy features Use cases of Envoy proxy Benefits of Envoy proxy Demo video - Deploying Envoy in K8s and configuring as a load balancer Why Is Envoy Proxy Required? The article will cover the following topics: Why is Envoy proxy required?

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Citus 11 for Postgres goes fully open source, with query from any node

The Citus Data

You still do your DDL commands and cluster administration via the coordinator but can choose to load balance heavy distributed query workloads across worker nodes. The post also describes how you can load balance connections from your applications across your Citus nodes. Figure 2: A Citus 11.0 Upgrading to Citus 11.

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Top 10 Most Popular Hands-On Labs

Linux Academy

Setting Up an Application Load Balancer with an Auto Scaling Group and Route 53 in AWS. In this hands-on lab, you will set up an Application Load Balancer with an Auto Scaling group and Route 53 to make our website highly available to all of our users. First, you will create and configure an Application Load Balancer.

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Adding Postgres 16 support to Citus 12.1, plus schema-based sharding improvements

The Citus Data

PostgreSQL 16 has introduced a new feature for load balancing multiple servers with libpq, that lets you specify a connection parameter called load_balance_hosts. You can use query-from-any-node to scale query throughput, by load balancing connections across the nodes. Postgres 16 support in Citus 12.1