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

AWS Machine Learning - AI

For more information on how to view and increase your quotas, refer to Amazon EC2 service quotas. As a result, traffic won’t be balanced across all replicas of your deployment. For production use, make sure that load balancing and scalability considerations are addressed appropriately.

AWS 103
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Composite AI: The trifecta that is transforming AIOps

CIO

For example, if a company’s e-commerce website is taking too long to process customer transactions, a causal AI model determines the root cause (or causes) of the delay, such as a misconfigured load balancer. Visit here for more information or contact BMC. This customer data, however, remains on customer systems.

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

AWS Machine Learning - AI

Load balancer – Another option is to use a load balancer that exposes an HTTPS endpoint and routes the request to the orchestrator. You can use AWS services such as Application Load Balancer to implement this approach. API Gateway also provides a WebSocket API.

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Vitech uses Amazon Bedrock to revolutionize information access with AI-powered chatbot

AWS Machine Learning - AI

To serve their customers, Vitech maintains a repository of information that includes product documentation (user guides, standard operating procedures, runbooks), which is currently scattered across multiple internal platforms (for example, Confluence sites and SharePoint folders). langsmith==0.0.43 pgvector==0.2.3 streamlit==1.28.0

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Network topologies – A series: Part 1

Xebia

This setup will adopt the usage of cloud load balancing, auto scaling and managed SSL certificates. We do want to get information about the interactions (to identify misbehavior for example), so we will allow for flow logs to be collected but with a low sample rate and just at 25% of the traffic.

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Azure Virtual Machine Tutorial

The Crazy Programmer

Load balancing – you can use this to distribute a load of incoming traffic on your virtual machine. OS guest diagnostics – You can turn this on to get the metrics per minute. Also, the validation of the information that you have filled earlier will happen in this tab only. For details – [link].

Azure 249
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Better CloudWatch Metrics in Honeycomb with the OpenTelemetry Collector

Honeycomb

CloudWatch metrics can be a very useful source of information for a number of AWS services that dont produce telemetry as well as instrumented code. There are also a number of useful metrics for non-web-request based functions, like metrics on concurrent database requests. New to Honeycomb? Get your free account today!

Metrics 52