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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

This architecture workflow includes the following steps: A user submits a question through a web or mobile application. The architecture of this system is illustrated in the following figure. These embeddings are then saved as a reference index inside an in-memory FAISS vector store, which is deployed as a Lambda layer.

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Empower your generative AI application with a comprehensive custom observability solution

AWS Machine Learning - AI

The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases. She speaks at internal and external conferences such AWS re:Invent, Women in Manufacturing West, YouTube webinars, and GHC 23.

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Lambda World Cádiz 18: Highlights

Apiumhub

Lambda world Cádiz , one of the most important conferences on functional programming in Europe, took place in Cádiz on October 25 and 26. Lambda World started with an unconference where several people gave lightning talks. Lambda World unconference . Lambda World workshops. The workshops were of a high level!

Lambda 62
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Build a contextual chatbot application using Knowledge Bases for Amazon Bedrock

AWS Machine Learning - AI

The popular architecture pattern of Retrieval Augmented Generation (RAG) is often used to augment user query context and responses. Internally, Amazon Bedrock uses embeddings stored in a vector database to augment user query context at runtime and enable a managed RAG architecture solution. Navigate to the lambdalayer folder.

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Serverless Architecture Conference 2019 - Serverless Hits the Big Time in Berlin

Stackery

Now, I have the spectacular opportunity to meet entire conference rooms of people who are excited to hear about my story, challenges, and goals. One such conference I attended and spoke at was Serverless Architecture Conference 2019 in Berlin, Germany. Architectural Patterns in the Serverless Journey of shop.LEGO.com.

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Can VPC Lattice replace AWS Transit Gateway?

Xebia

Twice a month, we gather with co-workers and organize an internal conference with presentations, discussions, brainstorms and workshops. A target group can refer to Instances, IP addresses, a Lambda function or an Application Load Balancer. In a well-architected microservice architecture, there is a good chance this is true.

AWS 130
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Revisiting “Serverless Architectures”

Mike Roberts

I started writing “ Serverless Architectures ” in May 2016. I was a little restricted in my thinking the first time around and I’ve come to see FaaS as something not quite stateless, since caching state in a Lambda instance that might stick around for 5 hours is a perfectly reasonable idea. I thought a few folks might be interested.