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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. In this post, we illustrate contextually enhancing a chatbot by using Knowledge Bases for Amazon Bedrock , a fully managed serverless service.

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Revisiting “Serverless Architectures”

Mike Roberts

I started writing “ Serverless Architectures ” in May 2016. Fast forward to two years later and the article has had more than half a million visits, regularly appears in the top five Google search results for “Serverless”, and helped launched Symphonia ?—?my What is Serverless? I thought a few folks might be interested.

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Revisiting “Serverless Architectures”

Mike Roberts

I started writing “ Serverless Architectures ” in May 2016. Fast forward to two years later and the article has had more than half a million visits, regularly appears in the top five Google search results for “Serverless”, and helped launched Symphonia ?—?my What is Serverless? I thought a few folks might be interested.

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Serverless at re:Invent 2017

Mike Roberts

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

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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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Serverless at re:Invent 2017

Mike Roberts

It’s funny to think that AWS Lambda was announced at re:Invent only 3 years ago?—?the the industry and Lambda platform both have moved forward a long way since. This year’s re:Invent saw a lot of incremental improvements for Lambda and its related services. We saw some big new products and features from Lambda’s AWS neighbors.

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Examining the AWS Serverless Application Repository

Mike Roberts

the Serverless Application Repository (SAR)?—?at The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Thanks to @ 3Nimbus / [link] What is the Serverless Application Repository? AWS announced a new service?—?the