AWS Machine Learning - AI

SEPTEMBER 17, 2024

Event-driven compute with AWS Lambda is a good fit for compute-intensive, on-demand tasks such as document embedding and flexible large language model (LLM) orchestration, and Amazon API Gateway provides an API interface that allows for pluggable frontends and event-driven invocation of the LLMs.

Generative AI 91

Generative AI AWS Applications Serverless 91

Stackery

SEPTEMBER 3, 2019

Week One: Local Development and Debugging Workshop. AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. AWS Lambda: Amazon’s version of serverless functions.

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Serverless AWS Lambda Part-Time VPE 71

Stackery

OCTOBER 14, 2019

With AWS Lambda as one of the top technology keywords for this year’s event, there are many sessions to sift through – Here are some of my favorites. Building microservices with AWS Lambda SVS343-R. Scalable serverless architectures using event-driven design API304. Monday, Dec 2, 10:00 AM - 11:00 AM.

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Serverless Lambda AWS Microservices 13

Stackery

JULY 3, 2019

Wild Rydes: Build a full-stack serverless ride-sharing app with Lambda. Introducing Wild Rydes, a new, innovative unicorn transportation service using AWS Lambda, AWS Step Functions, Amazon DynamoDB, Amazon API Gateway, and Amazon Kinesis. Scalable serverless architectures using event-driven design. Sam Dengler, AWS.

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Serverless AWS Lambda Software Review 40

ParkMyCloud

AUGUST 29, 2019

Value of In-Person vs. Session Videos – Many sessions will be online afterward, so prioritize sessions with an element that is more valuable in person – that may be chalk talks, workshops, and others with interactive elements. You enhance this solution using AWS Lambda and integrate it with Amazon Connect.

AWS 12

AWS How To Serverless Microservices 12

Cloudera

FEBRUARY 8, 2023

I was looking for some broken code to add a workshop to our Spark Performance Tuning class and write a blog post about, and this fitted the bill perfectly. One such occurrence happened a few weeks ago when one of my colleagues was trying to make some churn analysis code downloaded from GitHub work. distinct().collect() where(col( 'userId' ).isin(canc_list))

Lambda 59

Lambda Performance Testing Analysis 59

AWS Machine Learning - AI

JANUARY 26, 2024

After you and your teams have a basic understanding of security on AWS, we strongly recommend reviewing How to approach threat modeling and then leading a threat modeling exercise with your teams starting with the Threat Modeling For Builders Workshop training program. Ram Vittal is a Principal ML Solutions Architect at AWS.

Generative AI 137

Generative AI Artificial Inteligence Security Applications 137

AWS Machine Learning - AI

OCTOBER 21, 2024

We use AWS Amplify , Amazon Cognito , Amazon API Gateway , AWS Lambda , and Amazon Bedrock with the Amazon Titan Image Generator G1 model to build an application to edit images using prompts. The Lambda function process the request payload and forwards it to Amazon Bedrock. Amplify also integrates with many Git providers.

Serverless 93

Serverless Applications Lambda AWS 93

AWS Machine Learning - AI

JANUARY 24, 2025

Application controller layer (LLM orchestrator Lambda function) The application controller layer is usually vulnerable to risks such as LLM01:2025 Prompt Injection, LLM05:2025 Improper Output Handling, and LLM 02:2025 Sensitive Information Disclosure.

Generative AI 107

Generative AI Artificial Inteligence Lambda AWS 107

AWS Machine Learning - AI

NOVEMBER 18, 2024

The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. The workflow invokes a Lambda function and passes the GuardDuty findings details. The Lambda function calls Anthropic’s Claude 3 Sonnet model through Amazon Bedrock APIs with the input request.

Lambda 86

Lambda Cloud AWS Generative AI 86

AWS Machine Learning - AI

OCTOBER 21, 2024

In this second part, we dive into the architectural considerations and development lifecycle practices that can help you build robust, scalable, and secure intelligent agents. Either way, you can use the Amazon Bedrock console to quickly create a default AWS Lambda function to get started implementing your actions or tools.

Generative AI 92

Generative AI Artificial Inteligence Applications AWS 92

AWS Machine Learning - AI

JANUARY 9, 2025

The loan handler AWS Lambda function uses the information in the KYC documents to check the credit score and internal risk score. The notification Lambda function emails information about the loan application to the customer. The Lambda function can be integrated with external credit APIs.

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AWS Knowledge Base Lambda Generative AI 114

AWS Machine Learning - AI

APRIL 4, 2025

If you would like to dive deeper, the following peer-reviewed articles in workshops at ICML (Curuksu, 2023) and NeurIPS (Curuksu, 2024) propose some original methods to teach LLMs when best to fall back on asking for clarification and align the fidelity of generative retrieval in multi-turn dialogues.

Artificial Inteligence 94

Artificial Inteligence Training Systems Review Software Review 94