AWS Machine Learning - AI

MARCH 7, 2024

The workflow consists of the following steps: A user uploads multiple images into an Amazon Simple Storage Service (Amazon S3) bucket via a Streamlit web application. The DynamoDB update triggers an AWS Lambda function, which starts a Step Functions workflow. The Step Functions workflow runs the following steps for each image: 5.1

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AWS Lambda Generative AI Report 139

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

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Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. The Lambda function associated with the Amazon Lex chatbot contains the logic and business rules required to process the user’s intent. A Lambda layer for Amazon Bedrock Boto3, LangChain, and pdfrw libraries. create-stack.sh

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Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. Making a change to a complex system like our storage engine is daunting, but can be made less so with good instrumentation and tracing.

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Lambda Examples Serverless AWS 52

AWS Machine Learning - AI

JULY 2, 2024

When the doctor interacts with the Streamlit frontend, it sends a request to an AWS Lambda function, which acts as the application backend. Before querying the knowledge base, the Lambda function retrieves data from the DynamoDB database, which stores doctor-patient associations.

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Knowledge Base Artificial Inteligence Lambda Authentication 128

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following demo recording highlights Agents and Knowledge Bases for Amazon Bedrock functionality and technical implementation details. Action groups are a set of APIs and corresponding business logic, whose OpenAPI schema is defined as JSON files stored in Amazon Simple Storage Service (Amazon S3). create-customer-resources.sh

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

A CloudFormation stack to create an Amazon Lex bot and an AWS Lambda fulfillment function, which implement the core Retrieval Augmented Generation (RAG) question answering capability. This is where the content for the demo solution will be stored. For the demo solution, choose the default ( Claude V3 Sonnet ).

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AWS Machine Learning - AI

MARCH 20, 2025

Using Amazon Bedrock allows for iteration of the solution using knowledge bases for simple storage and access of call transcripts as well as guardrails for building responsible AI applications. This step is shown by business analysts interacting with QuickSight in the storage and visualization step through natural language.

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Generative AI Artificial Inteligence Metrics AWS 79

AWS Machine Learning - AI

AUGUST 26, 2024

An Amazon Cognito identity pool grants temporary access to the Amazon Simple Storage Service (Amazon S3) bucket. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

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Generative AI AWS 3D Video 119

Hypergrid

FEBRUARY 15, 2019

A function doesn’t exist in a vacuum and needs other services for persistence (storage), data management (databases), connectivity, messaging, monitoring and automation. While AWS Lambda isn’t the only FaaS platform, it is certainly where we see a lot of early adoption by enterprises. Cost Management for AWS Lambda.

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Lambda Serverless AWS Weak Development Team 40

AWS Machine Learning - AI

SEPTEMBER 12, 2024

Architecture The solution uses Amazon API Gateway , AWS Lambda , Amazon RDS, Amazon Bedrock, and Anthropic Claude 3 Sonnet on Amazon Bedrock to implement the backend of the application. User authentication and authorization is done using Amazon Cognito. After a successful authentication, a REST API hosted on API Gateway is invoked.

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AWS Machine Learning - AI

MARCH 19, 2024

An IAM BedrockBatchInferenceRole role for batch inference with Amazon Bedrock with Amazon Simple Storage Service (Amazon S3) access and sts:AssumeRole trust policies. We use Cohere Command and AI21 Labs Jurassic-2 Mid for this demo. The resulting Amazon S3 events trigger a Lambda function that inserts a message to an SQS queue.

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Performance Lambda Technical Review AWS 129

Modus Create

AUGUST 25, 2020

AWS Acme Instant Tunnel presents an alternative to the aforementioned approaches by automating the authorization, management and storage of security group permissions for temporary SSH access. Upon deletion, a DynamoDB stream triggers a separate Lambda function which will revoke security group ingress permissions for the expired lease.

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AWS Machine Learning - AI

MARCH 27, 2024

Store the response from Amazon Bedrock (an HTML-formatted document) in Amazon Simple Storage Service (Amazon S3). Trigger the KPI email process via AWS Lambda : The HTML-formatted email is extracted from Amazon S3 and added to the body of the email. Check out the BMC website to learn more and set up a demo.

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DevOps Enterprise Artificial Inteligence KPI 114

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Overprivileged IAM Roles AWS IAM (Identity and Access Management) roles define what resources a Lambda function can access and are crucial to AWS security.

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Serverless AWS Lambda How To 52

Cloudera

SEPTEMBER 30, 2022

With DFF, users now have the choice of deploying NiFi flows not only as long-running auto scaling Kubernetes clusters but also as functions on cloud providers’ serverless compute services including AWS Lambda, Azure Functions, and Google Cloud Functions. automate the handling of support tickets in a call center). What to learn more?

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AWS Machine Learning - AI

NOVEMBER 22, 2023

Prerequisites There are a few prerequisites to deploy the demo. Upon running the CLI, it will create a geospatial-agent-session-storage folder to store local data. Deploy the demo To get started, complete the following steps: Clone the following repository either to your local machine or to an EC2 instance.

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Generative AI Artificial Inteligence AWS Meeting 116

Perficient

DECEMBER 2, 2022

AWS Snowball Edge is another hardware option more suitable for rough environments, remote sites without connection when you want to process the data locally and eventually move the data physically into the cloud (and I mean physically, as in sending the device back to AWS so they can copy the storage).

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IoT Systems Review Industry Software Review 69

AWS Machine Learning - AI

AUGUST 27, 2024

Enterprise data is often distributed across different sources, such as documents in Amazon Simple Storage Service (Amazon S3) buckets, database engines, websites, and more. The following are a couple of ideas for advanced applications of document enrichment: Run an AWS Lambda function that sends your document to Amazon Textract.

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Authentication AWS Artificial Inteligence Groups 86

Netlify

AUGUST 2, 2020

All of these large media assets are backed by Netlify’s Edge – our robust and redundant cloud storage. Launched Netlify Functions. Read more about this milestone.

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Engineering Media Analytics Serverless 55

LeanEssays

JULY 14, 2019

Based on the answer to these questions, Amazon introduced a service called Lambda in 2014 that responds to events quickly and inexpensively. Lambda replaced the need for customers to pay for servers sitting around listening for events to occur – reducing the cost (and Amazon’s revenue) for event-driven systems by a factor of 5 to 10 (!).

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Software Review Software Engineering Weak Development Team Continuous Delivery 91

Tenable

FEBRUARY 12, 2024

As part of our experiment, we looked at a workload that only uses GetObject from a specific Simple Storage Service (S3) bucket and is grossly over-privileged for this purpose as it’s assigned with AmazonS3FullAccess. You should request a demo right away by visiting [link] And if you’re already facing a plate of permissions spaghetti?

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Software Review Technical Review Policies AWS 62

Abhishek Tiwari

NOVEMBER 3, 2018

They often get blindsided by vendor’s pitch and end-up making decision based on some fancy demos (see my post from 2014 on Adobe AEM ). Alternatively, you can upload output directory to cloud object/blob storage such as Amazon S3 or Azure Blob Storage and serve your site from there.

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Systems Review System Microservices Software Review 63

AWS Machine Learning - AI

MARCH 19, 2025

One can quickly host such application on the AWS Cloud without managing the underlying infrastructure, for example, with Amazon Simple Storage Service (S3) and Amazon CloudFront. AWS Lambda handles the REST API integration, processing the requests and invoking the appropriate AWS services.

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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. Delete the S3 bucket.

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AWS Machine Learning - AI

NOVEMBER 20, 2024

Mark43 has built a robust and resilient microservices architecture using a combination of serverless technologies, such as AWS Lambda , AWS Fargate , and Amazon Elastic Compute Cloud (Amazon EC2). Request a demo with Mark43 and learn how your agency can benefit from Amazon Q Business in public safety software.

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AWS Machine Learning - AI

NOVEMBER 27, 2024

Solution overview The chess demo uses a broad spectrum of AWS services to create an interactive and engaging gaming experience. The following architecture diagram illustrates the service integration and data flow in the demo. The demo offers a few gameplay options.

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AWS Machine Learning - AI

APRIL 24, 2025

Enterprise-scale data presents specific challenges for NL2SQL, including the following: Complex schemas optimized for storage (and not retrieval) Enterprise databases are often distributed in nature and optimized for storage and not for retrieval. The final result is obtained by running the preceding pipeline on Lambda.

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Artificial Inteligence Enterprise Generative AI Technical Review 99