AWS Machine Learning - AI

FEBRUARY 11, 2025

Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The workflow includes the following steps: The Prepare Map Input Lambda function prepares the required input for the Map state. An EventBridge rule invokes the Rectify & Notify Lambda function.

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Knowledge Base Lambda Enterprise AWS 90

MagmaLabs

JULY 16, 2020

In the beginning, the documentation for AWS LAMBDAS can be intimidating at times, but don’t worry, in this post, I will help you with the first steps to create an AWS LAMBDA Function. What’s a Lambda Function??. AWS Lambda is a compute service that lets you run code without provisioning or managing servers.

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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. The advantage of using Application Load Balancer is that it can seamlessly route the request to virtually any managed, serverless or self-hosted component and can also scale well.

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AWS Machine Learning - AI

MARCH 18, 2025

For instance, envision a voice-enabled virtual assistant that not only understands your spoken queries, but also transcribes them into text with remarkable accuracy. This could be done through mobile devices, dedicated recording stations, or during virtual consultations. Choose Test. Choose Test. Run the test event.

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Artificial Inteligence Technical Review Healthcare Systems Review 109

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. We can do it through a single click by creating a function in AWS lambda. In this post, I will cover how to call instances of meta-data using Lambda. Without any additional configuration, AWS Lambda scales the infrastructure without difficulty. But everything is actually virtual.

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Lambda AWS Policies Resources 77

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.

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AWS Machine Learning - AI

FEBRUARY 25, 2025

Error retrieval and context gathering The Amazon Bedrock agent forwards these details to an action group that invokes the first AWS Lambda function (see the following Lambda function code ). This contextual information is then sent back to the first Lambda function. Provide the troubleshooting steps to the user.

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TechCrunch

SEPTEMBER 15, 2021

Lambda School raises $74M for its virtual coding school where you pay tuition only after you get a job. CoderSchool’s data analytics has improved individual student performance while also allowing CoderSchool to increase its classroom size at scale, reaching a peak of 107 enrollments in a data science class.

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Course Education Artificial Inteligence Machine Learning 248

TechCrunch

NOVEMBER 19, 2021

When the global pandemic hit, they had long-term lease commitments, but with business and leisure travel halted, they pivoted their company into a virtual leasing office using AI to automate the conversion process, which became Zuma, Gettu said in an interview. The latest funding round gives Zuma a total of $7.2 million raised to date.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Use case examples You can use this solution for automated event notification, autonomous event acknowledgement, and action triage by setting up a virtual supervisor or operator that follows your organization’s policies. Create an.env file Create an.env file containing the following code under the project root directory.

Cloud 96

Cloud AWS Serverless Policies 96

AWS Machine Learning - AI

MARCH 14, 2024

When users ask questions, our virtual assistant rapidly searches through the Amazon Kendra index to find relevant information. We use AWS Lambda as our orchestration function responsible for interacting with various data sources, LLMs and error correction based on the user query. What does the future hold?

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Generative AI Artificial Inteligence Virtualization UI/UX 127

Xebia

APRIL 20, 2023

In this blog post, I’ll walk you through my amusing journey of creating Virtual Xebian, a website where visitors can ask questions to the virtual Xebia leadership and receive answers in the spirit of their personalities. Here, visitors can select which member of the Xebia leadership team they want to question. personality}.

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TechCrunch

MARCH 23, 2021

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. Now, I always have my inbox filled with different “Lambda School for X” startups, so seeing a variety of these startups pop up yet again isn’t exactly exciting.

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Education Software Review Lambda Technical Review 271

Honeycomb

DECEMBER 12, 2019

Enter AWS Lambda. Amazon’s marketing of Lambda focuses on its use cases for data pipelines and as the basis of serverless API backends, but doesn’t dwell on what the service actually is: CPUs on demand, sold in 100ms increments. We use Lambda to accelerate the “secondary” part of secondary storage queries.

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Lambda Storage Serverless Performance 86

Hacker Earth Developers Blog

MARCH 3, 2020

It offers coroutines , high-order functions , lambdas and much more. Kotlin/Native is a technology for compiling Kotlin code to native binaries that can run without a virtual machine. Kotlin/Native is primarily designed to allow compilation for platforms where virtual machines cannot be used, for example, embedded devices or iOS.

Software Review 49

Software Review Systems Review Exercises Course 49

AWS Machine Learning - AI

APRIL 1, 2025

Model Context Protocol Developed by Anthropic as an open protocol, MCP provides a standardized way to connect AI models to virtually any data source or tool. In the first flow, a Lambda-based action is taken, and in the second, the agent uses an MCP server. Action groups: Define the action groups that your agent can access.

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AWS Machine Learning - AI

MAY 30, 2024

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.

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Honeycomb

MAY 24, 2021

With the Honeycomb extension for AWS Lambda, you no longer need to make your Lambda functions Honeycomb-aware. Today, AWS announced the general availability of AWS Lambda Extensions, which make it easy for us to send logs from your Lambda functions directly to Honeycomb. Using AWS Lambda with Honeycomb.

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Lambda AWS Serverless Engineering Management 59

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. A crucial question that plagues cloud application developers is, “What kind of storage should we use for our app?”

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TechCrunch

MARCH 30, 2022

Instead of using SQL, Eventual’s query interface is a Lambda function that can be written in the programming language of your choice. What it says it does: Unai is developing a VR headset and virtual world that aims to help people feel connected to one another in the virtual world.

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TechCrunch

NOVEMBER 9, 2021

At the same time, Kunkolienkar was running a Lambda School for India, but realizing that “the financing and collections infrastructure in India isn’t evolved enough to run ISAs at scale.” ” All Raise launches virtual bootcamp for women and nonbinary founders.

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Education Technical Review Lambda Quality Assurance 214

Xebia

MARCH 8, 2023

You just implement a create, update and delete method in a Lambda and you are done. link] 🎤 the AWS profile name integration-test 🎤 the AWS region name eu-central-1 🎤 prefix for the S3 bucket name to store the lambda zipfiles? binxio-public 🎤 Access to lambda zip files?

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Mike Roberts

NOVEMBER 14, 2017

Cold Starts This is Part 8 of Learning Lambda, a tutorial series about engineering using AWS Lambda. In this installment of Learning Lambda I discuss Cold Starts. In this installment of Learning Lambda I discuss Cold Starts. Way back in Part 3 I talked about the lifecycle of a Lambda function.

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Lambda Software Review AWS Systems Review 52

AWS Machine Learning - AI

NOVEMBER 14, 2024

You can trigger the processing of these invoices using the AWS CLI or automate the process with an Amazon EventBridge rule or AWS Lambda trigger. You will extract the key details from the invoices (such as invoice numbers, dates, and amounts) and generate summaries. For this walkthrough, we will use the AWS CLI to trigger the processing.

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Software Review Technical Review AWS Artificial Inteligence 106

AWS Machine Learning - AI

FEBRUARY 8, 2024

Solution overview The objective of this solution is to act as a foundation for customers, empowering you to create your own specialized agents for various needs such as virtual assistants and automation tasks. The code and resources required for deployment are available in the amazon-bedrock-examples repository. create-customer-resources.sh

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Knowledge Base Insurance Lambda AWS 139

AWS Machine Learning - AI

APRIL 22, 2025

A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing. The chat assistant allows for interactive learning and clarification of doubts, acting as a virtual teaching assistant. With its quality and speed, Amazon Nova Pro is ideally suited for this global use case.

Media 75

Media Knowledge Base AWS Systems Review 75

Hacker Earth Developers Blog

MARCH 3, 2020

It offers coroutines , high-order functions , lambdas and much more. Kotlin/Native is a technology for compiling Kotlin code to native binaries that can run without a virtual machine. Kotlin/Native is primarily designed to allow compilation for platforms where virtual machines cannot be used, for example, embedded devices or iOS.

Software Review 189

Software Review Systems Review Exercises Course 189

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.

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Artificial Inteligence Lambda Knowledge Base IoT 133

AWS Machine Learning - AI

MAY 7, 2024

The prevalence of virtual business meetings in the corporate world, largely accelerated by the COVID-19 pandemic, is here to stay. Based on a survey conducted by American Express in 2023, 41% of business meetings are expected to take place in hybrid or virtual format by 2024.

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Artificial Inteligence Meeting AWS Generative AI 129

CIO

FEBRUARY 3, 2023

Major features: Pay-as-you-go pricing simplifies adoption Major use cases: Chatbot management; front-, middle-, and back-office document processing AWS Lambda The Amazon cloud is filled with options for data processing. Lambda functions act like logical glue for connecting services and automating work flowing through their networks.

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Tools Open Source Lambda Weak Development Team 218

AWS Machine Learning - AI

DECEMBER 22, 2023

This solution is intended to act as a launchpad for developers to create their own personalized conversational agents for various applications, such as virtual workers and customer support systems. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationIndexTable – Tracks the conversation state.

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Generative AI Lambda AWS Technical Review 123

Perficient

MARCH 27, 2025

Amazon EC2 : Virtual machines (compute instances) running applications or services. AWS Lambda : Serverless computing service for event-driven applications. In this blog, we explored how Pulumi can deploy AWS services like EC2, S3, RDS, and Lambda, along with an architecture diagram to illustrate the deployment.

AWS 52

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Perficient

APRIL 4, 2025

Experiment with More AWS Services Deploy API Gateway, Lambda, or DynamoDB. Now, lets explore the demo part in this practical session, which will create a service on AWS VPC by using Pulumi. State Management & Versioning Store state remotely with Pulumi Cloud or AWS S3 + DynamoDB.

AWS 52

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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 105

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CIO

JULY 18, 2024

To meet CIO needs, vendors will offer various options like virtual machine instances with different GPU configurations and spot instances for discounted compute power,” Richer says, adding that containerized AI frameworks can also help IT leaders ensure efficient resource utilization.

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Gorilla Logic

AUGUST 1, 2018

This is where an AWS lambda function can be used if you need some business logic. The following steps describe the overall roadmap for the creation of our HR virtual assistant: A new chatbot is created on the Amazon Lex console. AWS lambda functions are created when needed (e.g. Creating Winston.

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Virtualization Lambda AWS Serverless 60

Stackery

JUNE 14, 2019

Ben Kehoe recently wrote a post about AWS API Gateway to Lambda integration: How you should?—?and use API Gateway proxy integration with Lambda. When these three features are put together, it can turn API Gateway into a passthrough, letting you use your favorite web framework in a single Lambda to do all your routing and processing.

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