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re:Invent Serverless Talks — Serverless SaaS Deep Dive

Stackery

Tod introduced a high-level sample architecture for SaaS with serverless: web application (in this case, React hosting in an S3 Bucket) ? and the actual application services; in this case, a Lambda Function. The architecture went something like this: Tenant 1 and 2 ? tenant context, role, etc) Custom authorizer Lambda.

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CBRE and AWS perform natural language queries of structured data using Amazon Bedrock

AWS Machine Learning - AI

In this post, we describe how CBRE partnered with AWS Prototyping to develop a custom query environment allowing natural language query (NLQ) prompts by using Amazon Bedrock, AWS Lambda , Amazon Relational Database Service (Amazon RDS), and Amazon OpenSearch Service. A Lambda function with business logic invokes the primary Lambda function.

AWS 104
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GenASL: Generative AI-powered American Sign Language avatars

AWS Machine Learning - AI

In this post, we dive into the architecture and implementation details of GenASL, which uses AWS generative AI capabilities to create human-like ASL avatar videos. The following diagram shows a high-level overview of the architecture.

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Achieve DevOps maturity with BMC AMI zAdviser Enterprise and Amazon Bedrock

AWS Machine Learning - AI

This requires carefully combining applications and metrics to provide complete awareness, accuracy, and control. The zAdviser uses Amazon Bedrock to provide summarization, analysis, and recommendations for improvement based on the DORA metrics data. It’s also vital to avoid focusing on irrelevant metrics or excessively tracking data.

DevOps 87
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Boosting RAG-based intelligent document assistants using entity extraction, SQL querying, and agents with Amazon Bedrock

AWS Machine Learning - AI

Then we introduce you to a more versatile architecture that overcomes these limitations. We also present a more versatile architecture that overcomes these limitations. In practice, we implemented this solution as outlined in the following detailed architecture. The search precision can also be improved with metadata filtering.

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New Honeycomb Integrations Let You Bubble Up Lurking AWS Issues

Honeycomb

As a Honeycomb Pro or Enterprise user, you can also send metrics to Honeycomb from any AWS service that publishes metrics to CloudWatch Metrics. These integrations use a combination of serverless technologies, including AWS Kinesis Data Firehose and AWS Lambda , so that you don’t have to run extra infrastructure or agents.

AWS 98
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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.