Xebia

OCTOBER 23, 2024

To aid in understanding this setup and the AWS services needed, a detailed diagram is provided below illustrating the required interaction between CloudWatch Alarms, Event Bridge, Lambda function, and AWS Global Accelerator during an automated region evacuation process.

AWS 130

AWS Network Software Review Lambda 130

AWS Machine Learning - AI

OCTOBER 29, 2024

AWS Lambda is an event-driven compute service that lets you run code for virtually any type of application or backend service without provisioning or managing servers. 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

MARCH 18, 2025

The LLM analyzes the text, identifying key information relevant to the clinical trial, such as patient symptoms, adverse events, medication adherence, and treatment responses. These insights can include: Potential adverse event detection and reporting. Identification of protocol deviations or non-compliance. No problem!

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

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.

Knowledge Base 99

Knowledge Base Lambda Enterprise AWS 99

AWS Machine Learning - AI

NOVEMBER 26, 2024

The Lambda function, acting as the cache manager, prompts an LLM for a new generation due to a lack of cache hits given the similarity threshold. Deploy the solution This solution entails setting up a Lambda layer that includes dependencies to interact with services like OpenSearch Serverless and Amazon Bedrock. Default is 1000.

Artificial Inteligence 123

Artificial Inteligence Serverless Lambda Generative AI 123

AWS Machine Learning - AI

NOVEMBER 7, 2024

The Lambda function runs the database query against the appropriate OpenSearch Service indexes, searching for exact matches or using fuzzy matching for partial information. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

APRIL 9, 2025

When API Gateway receives the request, it triggers an AWS Lambda The Lambda function sends the question to the classifier LLM to determine whether it is a history or math question. What major event sparked the beginning of the Great Depression in 1929? When API Gateway receives the request, it triggers a Lambda function.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

AWS Machine Learning - AI

MARCH 13, 2025

Alternatively, asynchronous choreography follows an event-driven pattern where agents operate autonomously, triggered by events or state changes in the system. In this model, agents publish events or messages that other agents can subscribe to, creating a workflow that emerges from their collective behavior.

Artificial Inteligence 95

Artificial Inteligence Lambda Generative AI Travel 95

AWS Machine Learning - AI

OCTOBER 11, 2024

Operational health events – including operational issues, software lifecycle notifications, and more – serve as critical inputs to cloud operations management. Inefficiencies in handling these events can lead to unplanned downtime, unnecessary costs, and revenue loss for organizations.

Cloud 97

Cloud AWS Serverless Microservices 97

AWS Machine Learning - AI

NOVEMBER 21, 2024

Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. The pre-annotation Lambda function can process the input manifest file before data is presented to annotators, enabling any necessary formatting or modifications. On the SageMaker console, choose Create labeling job.

Video 101

Video Lambda AWS Generative AI 101

AWS Machine Learning - AI

JANUARY 13, 2025

An event notification is sent to an Amazon Simple Queue Service (Amazon SQS) queue to align each file for further processing. 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.

Education 110

Education Report Technical Review Lambda 110

AWS Machine Learning - AI

DECEMBER 4, 2024

This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data. Prompt 2: Were there any major world events in 2016 affecting the sale of Vegetables? Prompt 2: Can you identify any major events that may have affected the sales revenue of Baby Food?

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

NOVEMBER 13, 2024

From gaming and entertainment to education and corporate events, live streams have become a powerful medium for real-time engagement and content consumption. Interactions with Amazon Bedrock are handled by a Lambda function, which implements the application logic underlying an API made available using API Gateway.

Generative AI 132

Generative AI AWS Lambda Authentication 132

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. You can use AWS Step Functions to orchestrate the chaining workflows and Amazon EventBridge to listen to task completion events and trigger the next step. Refer to Perform AI prompt-chaining with Amazon Bedrock for more details.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

Stackery

JUNE 5, 2025

An example is a [Lambda Function]([link] uploading files to an [S3 Bucket]([link] Much less frequently do compute resources need to interact with the control plane of a service, which is used to manage resources themselves. Instead, a Lambda Function is used to check the setting. The [stack.new]([link] audit warns us of the issue: ![Audit

Policies 69

Policies Lambda AWS Resources 69

AWS Machine Learning - AI

JULY 11, 2025

As part of the workflow, we use AWS Lambda functions to call Amazon Bedrock Data Automation or Amazon Textract and Amazon Bedrock (depending on the selected parsing mode). The Lambda function creates a blueprint with the user-defined fields schema and launches an asynchronous Amazon Bedrock Data Automation job. Sonnet) $1.25 $0.06

Generative AI 75

Generative AI Artificial Inteligence Lambda Data 75

AWS Machine Learning - AI

APRIL 22, 2025

Infosys , a leading global IT services and consulting organization, used its digital expertise to tackle this challenge by pioneering, Infosys Event AI, an innovative AI-based event assistant. The absence of such a system hinders effective knowledge sharing and utilization, limiting the overall impact of events and workshops.

Media 80

Media Knowledge Base AWS Artificial Inteligence 80

AWS Machine Learning - AI

MAY 2, 2025

In the spirit of giving back to the community and harnessing the art of the possible for positive change, AWS hosted the Hack For Purpose event in 2023. To address this challenge, the WordFinder app sends the initial word list to an AWS Lambda function through Amazon API Gateway , a fully managed service that securely handles API requests.

Generative AI 90

Generative AI AWS Lambda Authentication 90

AWS Machine Learning - AI

NOVEMBER 18, 2024

GuardDuty integrates with Amazon EventBridge by creating an event for EventBridge for new generated vulnerability findings. The Step Functions state machine invokes AWS Lambda functions to get a findings summary and remediation steps through Amazon Bedrock. The EventBridge rule invokes a Step Functions workflow.

Lambda 87

Lambda Cloud AWS Generative AI 87

AWS Machine Learning - AI

NOVEMBER 18, 2024

It exposes an API endpoint through Amazon API Gateway that proxies the initial prompt request to a Python-based AWS Lambda function, which calls Amazon Bedrock twice. The following diagram illustrates the flow of events. The prompt and parameters are passed to Amazon Bedrock using an inference API called by the Lambda function.

Lambda 106

Lambda AWS Generative AI Artificial Inteligence 106

AWS Machine Learning - AI

MAY 21, 2025

The solution uses Amazon API Gateway , AWS Lambda , AWS Secrets Manager , and Amazon Simple Queue Service (Amazon SQS) for a serverless integration. The request is forwarded to the verification Lambda function. The Lambda function retrieves the Slack signing secret and bot token to verify request authenticity.

Lambda 93

Lambda AWS Technical Review Virtualization 93

AWS Machine Learning - AI

JUNE 5, 2025

Solution overview This solution uses Amazon Bedrock Knowledge Bases, incorporating a custom Lambda function to transform data during the knowledge base ingestion process. Heres a step-by-step explanation: Read input files from an S3 bucket specified in the event. Chunk input data into smaller chunks. client('s3') sts_client = boto3.client('sts')

Knowledge Base 60

Knowledge Base Artificial Inteligence Lambda Generative AI 60

The New Stack

JULY 17, 2025

The assistant can answer questions about diseases from a knowledge base, and it can fetch patient details using an agent connected to an AWS Lambda function. Agent: Handles patient queries and integrates with Lambda. AWS Lambda : Used to simulate patient data responses. Knowledge Base : Stores disease-related medical content.

Lambda 98

Lambda Knowledge Base How To AWS 98

The New Stack

JULY 14, 2025

Events : JavaScript can react to what the user does on a web page — clicking on buttons, moving the cursor, pressing keys and entering text — to display navigation menus, pop-ups and other ways of interacting with the page. Callbacks enable asynchronous programming in JavaScript but are difficult to write and debug.

Software Review 101

Software Review Serverless Weak Development Team Web Development 101

The New Stack

JUNE 26, 2025

Not only were there no record classes, switch expressions or pattern matching — there were also no lambda functions, streams or generics, and J2EE was the framework du jour, complete with SOAP and WSDL support. .” — while demoing Rails scaffolding for the first time, Travis was likely using Java 1.4. ” It was glorious.

Artificial Inteligence 142

Artificial Inteligence Programming Lambda Examples 142

AWS Machine Learning - AI

JULY 14, 2025

We use Amazon Web Services (AWS) services including Amazon S3 , Amazon DynamoDB , AWS Lambda , and Amazon Bedrock Knowledge Bases to create a comprehensive solution supporting unstructured data assets which can be extended to structured data. The DynamoDB structure consists of a table named UserDatasetAccess.

Serverless 69

Serverless AWS Applications Data 69

AWS Machine Learning - AI

FEBRUARY 11, 2025

Additionally, we use various AWS services, including AWS Amplify for hosting the front end, AWS Lambda functions for handling request logic, Amazon Cognito for user authentication, and AWS Identity and Access Management (IAM) for controlling access to the agent. The function uses a geocoding service or database to perform this lookup.

Virtualization 83

Virtualization Lambda AWS Authentication 83

Stackery

JUNE 5, 2025

You can encode permissions that are so finely grained that a [Lambda Function]([link] could, for example, be given just enough permissions to be able to read one attribute from one record for the current user of a [DynamoDB Table]([link] The upshot, however, is that IAM policies are very hard to implement correctly. IAM Code line 18-20.png]([link]

Policies 83

Policies IoT AWS Software Review 83

DevOps.com

JUNE 26, 2025

Podcast Techstrong.tv - Twitch DevOps Unbound Webinars Upcoming Calendar View On-Demand Webinars Library Events Upcoming Events On-Demand Events Sponsored Content Related Sites Techstrong Group Cloud Native Now Security Boulevard Platform Engineering Techstrong Research DevOps Dozen DevOps TV Techstrong TV Techstrong.tv

Technical Leadership 52

Technical Leadership Infrastructure Leadership Performance 52

Stackery

JUNE 5, 2025

One detail stood out to me above all others: **Nearly half of all new compute workloads in Amazon in 2020 were Lambda based.** ![Screen PM.png]([link] During Andy Jassy’s keynote, a veritable wall of major customers that use Lambda. Screen Shot 2020-12-03 at 3.36.50 screenshot1.png]([link] screenshot4.png]([link] screenshot11.png]([link]

Serverless 52

Serverless Lambda Microservices AWS 52

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.

AWS 117

AWS Knowledge Base Lambda Generative AI 117

Stackery

JUNE 5, 2025

AWS recently released [Lambda Extensions]([link] to allow Lambda to augment the Function invocation lifecycle. Extensions from AWS, AWS Lambda Ready partners, and open source projects are useful for a wide range of use cases. Extensions Drawing (1).svg]([link]

Lambda 59

Lambda Serverless AWS Metrics 59

Perficient

JUNE 6, 2025

The Databricks Jobs API offers a flexible and efficient way to automate your jobs/workflows directly within Databricks or from external systems (for example AWS Lambda or Azure Functions) using the API endpoints. Scheduling: Options to run jobs on cron-based schedules, triggered events, or on demand.

Data 52

Data Data Engineering Software Review Resources 52

Stackery

JUNE 5, 2025

This Skill asks users questions about AWS services, such as Lambda, Cognito or EC2, in a 10-question quiz game. Flip to the Template edit mode, and add the following YAML as part of the `Properties` of your `AlexaHandler` function: ```yaml Events: AlexaSkillEvent: Type: AlexaSkill SkillId: [your-skill-id] ``` 4.

AWS 83

AWS Lambda Serverless Testing 83

AWS Machine Learning - AI

JULY 3, 2025

The team implemented AWS Lambda functions using Pandas or Spark for data processing, facilitating accurate numerical calculations retrieval using natural language from the user input prompt. In the event of restricted input or output, standardized messaging notifies the user that the request can’t be processed.

Network 67

Network Telecommunications Generative AI Artificial Inteligence 67

Stackery

JUNE 5, 2025

This explainer will cover the fundamentals of serverless security, equipping you with the knowledge and best practices to make the most of your code. ## How to navigate security risks in event-driven architectures Serverless computing helps developers create, refine, and deliver products at unprecedented speed and scale. API calls).

Serverless 85

Serverless Software Review Systems Review AWS 85

Stackery

JUNE 5, 2025

The solution now leverages AWS Lambda, Amazon API Gateway, Amazon Kinesis, Amazon DynamoDB, and Amazon Aurora PostgreSQL serverless. No need to write handlers when Lambda handles Kinesis streams natively. In the lower left is CloudWatch Kinesis, Lambda and RDS. Serverless was a really good fit.

Serverless 52

Serverless Lambda IoT AWS 52