AWS Machine Learning - AI

NOVEMBER 21, 2024

The path to creating effective AI models for audio and video generation presents several distinct challenges. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. This allows you to test the annotation workflow with your internal team before scaling to a larger operation.

Video 102

Video Lambda AWS Generative AI 102

AWS Machine Learning - AI

JANUARY 13, 2025

The text extraction AWS Lambda function is invoked by the SQS queue, processing each queued file and using Amazon Textract to extract text from the documents. The text summarization Lambda function is invoked by this new queue containing the extracted text.

Education 112

Education Report Technical Review Generative AI 112

AWS Machine Learning - AI

OCTOBER 29, 2024

This post presents a solution where you can upload a recording of your meeting (a feature available in most modern digital communication services such as Amazon Chime ) to a centralized video insights and summarization engine. You can invoke Lambda functions from over 200 AWS services and software-as-a-service (SaaS) applications.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

FEBRUARY 11, 2025

In this post, we present a streamlined approach to deploying an AI-powered agent by combining Amazon Bedrock Agents and a foundation model (FM). Amazon Bedrock Agents forwards the details from the user query to the action groups, which further invokes custom Lambda functions.

Virtualization 84

Virtualization Lambda AWS Authentication 84

AWS Machine Learning - AI

NOVEMBER 13, 2024

This innovative feature empowers viewers to catch up with what is being presented, making it simpler to grasp key points and highlights, even if they have missed portions of the live stream or find it challenging to follow complex discussions. To launch the solution in a different Region, change the aws_region parameter accordingly.

Generative AI 132

Generative AI AWS Lambda Authentication 132

Xebia

OCTOBER 23, 2024

CloudWatch Alarm Integration with Global Accelerator Endpoints Integrating CloudWatch Alarms with Global Accelerator presents a notable advancement to our setup – it allows us to detect a wide range of issues.

AWS 130

AWS Network Software Review Lambda 130

AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. For example, in one common scenario with Cognito that accesses resources with API Gateway and Lambda with a user pool.

Generative AI 113

Generative AI AWS Enterprise Artificial Inteligence 113

TechCrunch

NOVEMBER 3, 2021

Natasha and Alex had former founder and present-day indie journalist Vincent Woo to come on the show with us. Because he’s written extensively about Lambda School, one of our subjects of the day. Next we chatted Lambda School, which has a well-documented history of raising venture capital and attracting controversy.

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Lambda Healthcare Education Marketing 195

AWS Machine Learning - AI

MARCH 18, 2025

These reports can be presented to clinical trial teams, regulatory bodies, and safety monitoring committees, supporting informed decision-making processes. Insights and reporting The processed data and insights derived from the LLM are presented through interactive dashboards, visualizations, and reports. Choose Test. Choose Test.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

LaunchDarkly

JUNE 5, 2019

Some operational and logistical challenges were presented when TrueCar decided to move its internet infrastructure into the AWS cloud. The solution that we devised emerged after the Amazon Web Services (AWS) launched Lambda@Edge in mid-2017. Lambda@Edge NodeJS goodness.

Lambda 72

Lambda AWS Software Engineering Engineering 72

TechCrunch

DECEMBER 10, 2020

Current customers include VillageMD, Plume, Lambda School, Ohi Tech, Proxy and Carta Healthcare. At the same time, it’s been growing revenues and growing its customer base, jumping from revenues of $9.5 million in October to $12 million in November, increasing 17x since first becoming generally available 14 months ago.

Engineering 325

Engineering Artificial Inteligence Lambda Machine Learning 325

Honeycomb

MAY 23, 2022

We’re also very heavy users of AWS Lambda for our storage engine. Accessing the older data (up to 60 days of retention ) that we’ve tiered to S3 is embarrassingly parallel, so we keep queries fast (under ten seconds) by fanning out onto tens of thousands of Lambda workers. You might notice the “in EC2 land” qualifier.

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AWS Lambda Architecture Testing 88

TechCrunch

MARCH 23, 2021

As a result, income share agreements, or ISAs, were especially present in this batch, a set-up that allows a student to hold off on paying for an education until they are employed. While the model is controversial, it was popularized by YC graduate Lambda School and continues to be one way to make the upfront cost of school more popular.

Education 271

Education Software Review Lambda Technical Review 271

AWS Machine Learning - AI

MARCH 15, 2024

In this post, we show you how to build a speech-capable order processing agent using Amazon Lex, Amazon Bedrock, and AWS Lambda. A Lambda function pulls the appropriate prompt template from the Lambda layer and formats model prompts by adding the customer input in the associated prompt template. awscli>=1.29.57

Generative AI 139

Generative AI Lambda AWS Artificial Inteligence 139

AWS Machine Learning - AI

NOVEMBER 14, 2024

If an image is uploaded, it is stored in Amazon Simple Storage Service (Amazon S3) , and a custom AWS Lambda function will use a machine learning model deployed on Amazon SageMaker to analyze the image to extract a list of place names and the similarity score of each place name. The following figure shows the start of a trip-planning chat.

Artificial Inteligence 111

Artificial Inteligence Generative AI Travel AWS 111

Linux Academy

MARCH 29, 2019

The course has three new sections (and Lambda Versioning and Aliases plays an important part in the Lambda section): Deployment Pipelines. AWS Lambda, and. AWS Lambda and Serverless Concepts. Chances are that if you work in AWS long enough you will encounter use cases that call for the implementation of Lambda Functions.

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Lambda AWS Serverless DevOps 60

Stackery

JUNE 11, 2019

Serverless has the potential to bring massive ops advantages to projects of all sizes, but while it presents great business benefits, we need to spare a thought for how teams develop on serverless. How does SAM CLI run a local version of a Lambda? What do I need to do to run my Lambda code via the SAM CLI?

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Lambda Serverless AWS Resources 58

DevOps.com

SEPTEMBER 12, 2022

Unlike other choices like compute runtimes—Lambda/serverless, containers or virtual machines—data storage choice is highly sticky and makes future application improvements and migrations much harder. All three hyperscalers have storage services that present block, file and object-based […].

Storage 128

Storage Cloud Lambda Serverless 128

AWS Machine Learning - AI

OCTOBER 11, 2024

However, managing cloud operational events presents significant challenges, particularly in complex organizational structures. Operational health events – including operational issues, software lifecycle notifications, and more – serve as critical inputs to cloud operations management.

Cloud 97

Cloud AWS Serverless Lambda 97

O'Reilly Media - Ideas

DECEMBER 8, 2020

Many ideas in functional programming came from Alonzo Church’s Lambda Calculus, which significantly predates anything that looks remotely like a modern computer. Yes, the Lambda Calculus has significant ties to set theory, logic, category theory, and many other branches of mathematics. What kind of math?

Programming 145

Programming Lambda Engineering Exercises 145

Dzone - DevOps

JANUARY 14, 2025

Java has long been a trusted language for enterprise applications due to its versatility and ability to run seamlessly across various platforms, but as serverless platforms like AWS Lambda gain momentum, deploying Java applications in serverless platforms presents unique challenges, notably due to bloated packages and time to get initialized.

Lambda 52

Lambda AWS Applications Serverless 52

Xebia

DECEMBER 30, 2022

Sub 'arn:${AWS::Partition}:lambda:${AWS::Region}:${AWS::AccountId}:function:cfn-transfer-server-host-key-provider' This reads the key from the parameter /private-keys/sftp-server and adds it as a host key to the specified server. If multiple keys are present, the Transfer Server uses the oldest key available.

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AWS Lambda How To Resources 130

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. Post-event processing and knowledge base indexing After the event concludes, recorded media and transcriptions are securely stored in Amazon S3 for further analysis.

Media 82

Media Knowledge Base AWS Systems Review 82

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots also offer valuable data-driven insights into customer behavior while scaling effortlessly as the user base grows; therefore, they present a cost-effective solution for engaging customers. Clone the GitHub repo The solution presented in this post is available in the following GitHub repo. model in Amazon Bedrock.

Knowledge Base 133

Knowledge Base Artificial Inteligence Applications Lambda 133

Stackery

FEBRUARY 21, 2019

Lambda@Edge is a compute service that allows you to write JavaScript code that executes in any of the 150+ AWS edge locations making up the Amazon CloudFront content delivery network (CDN) service. Lambda@Edge has some design limitations: Node.JS Lambda@Edge has some design limitations: Node.JS Lambda@Edge.

Lambda 56

Lambda AWS Internet Serverless 56

AWS Machine Learning - AI

APRIL 23, 2025

The endpoint lifecycle is orchestrated through dedicated AWS Lambda functions that handle creation and deletion. The application implements a processing pipeline through AWS Step Functions, orchestrating a series of Lambda functions that handle distinct aspects of document analysis. The LLM endpoint is provisioned on ml.p4d.24xlarge

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

Dzone - DevOps

MAY 1, 2023

However, faster modernization presents more challenges for Java developers in terms of steep learning curves about new technologies adoption and retaining current skillsets with experience.

Serverless 94

Serverless Lambda Data AWS 94

AWS Machine Learning - AI

MAY 14, 2024

We present the solution and provide an example by simulating a case where the tier one AWS experts are notified to help customers using a chat-bot. Build a near real-time human engagement workflow workflow This section presents how an LLM can invoke a human workflow to perform a predefined activity. Here, we use the on-demand option.

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Generative AI Artificial Inteligence AWS Applications 121

AWS Machine Learning - AI

APRIL 24, 2024

This is done using ReAct prompting, which breaks down the task into a series of steps that are processed sequentially: For device metrics checks, we use the check-device-metrics action group, which involves an API call to Lambda functions that then query Amazon Athena for the requested data. It serves as the data source to the knowledge base.

Artificial Inteligence 137

Artificial Inteligence Lambda Knowledge Base IoT 137

AWS Machine Learning - AI

AUGUST 21, 2024

However, with the growing number of reviews across multiple channels, quickly synthesizing the essence of these reviews presents a major challenge. This bucket will have event notifications enabled to invoke an AWS Lambda function to process the objects created or updated. Review Lambda quotas and function timeout to create batches.

Technical Review 126

Technical Review Software Review Systems Review Lambda 126

AWS Machine Learning - AI

JULY 2, 2024

There is sensitive information present in the documents and only certain employees should be able to have access and converse with them. The doctor is then presented with this list of patients, from which they can select one or more patients to filter their search.

Knowledge Base 132

Knowledge Base Artificial Inteligence Lambda Authentication 132

AWS Machine Learning - AI

FEBRUARY 9, 2024

API Gateway routes the request to an AWS Lambda function ( bedrock_invoke_model ) that’s responsible for logging team usage information in Amazon CloudWatch and invoking the Amazon Bedrock model. The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily.

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Lambda Generative AI AWS Microservices 144

AWS Machine Learning - AI

SEPTEMBER 4, 2024

The agent queries the product information stored in an Amazon DynamoDB table, using an API implemented as an AWS Lambda function. The agent uses an API backed by Lambda to get product information. Lastly, the Lambda function looks up product data from DynamoDB.

eCommerce 92

eCommerce Lambda Generative AI Artificial Inteligence 92

AWS Machine Learning - AI

DECEMBER 4, 2024

Building generative AI applications presents significant challenges for organizations: they require specialized ML expertise, complex infrastructure management, and careful orchestration of multiple services. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

Codegiant

AUGUST 7, 2023

Create and test your terraform files to create AWS Lambda. Upon invocation, this function yields an API status code of "200," signifying "OK," and proudly presents a response body that warmly declares, " Hello World, I'm Codegiant's CI/CD pipeline." Agenda Create and test your Python file locally. Add.codegiant-ci.yml in the workspace.

Lambda 52

Lambda Serverless AWS Resources 52

Codegiant

AUGUST 7, 2023

Create and test your terraform files to create AWS Lambda. Upon invocation, this function yields an API status code of "200," signifying "OK," and proudly presents a response body that warmly declares, " Hello World, I'm Codegiant's CI/CD pipeline." Agenda Create and test your Python file locally.

Lambda 52

Lambda Serverless AWS Resources 52

AWS Machine Learning - AI

SEPTEMBER 20, 2024

If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions. The Lambda function retrieves the API secrets securely from Secrets Manager, calls the appropriate search API, and processes the results.

Generative AI 106

Generative AI Lambda Applications AWS 106