AWS Machine Learning - AI

OCTOBER 29, 2024

These meetings often involve exchanging information and discussing actions that one or more parties must take after the session. 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.

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AWS Machine Learning - AI

FEBRUARY 11, 2025

Although weather information is accessible through multiple channels, businesses that heavily rely on meteorological data require robust and scalable solutions to effectively manage and use these critical insights and reduce manual processes. In this solution, we use Amazon Bedrock Agents.

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AWS Machine Learning - AI

MARCH 18, 2025

In the rapidly evolving healthcare landscape, patients often find themselves navigating a maze of complex medical information, seeking answers to their questions and concerns. However, accessing accurate and comprehensible information can be a daunting task, leading to confusion and frustration.

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Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

NOVEMBER 19, 2024

Key challenges include the need for ongoing training for support staff, difficulties in managing and retrieving scattered information, and maintaining consistency across different agents’ responses. Information repository – This repository holds essential documents and data that support customer service processes.

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Knowledge Base Generative AI Technical Review Lambda 109

Xebia

JANUARY 26, 2025

The CheckoutProcess name describes what it is, a role used by, for example, a lambda function that processes the checkout. The prefix Joris makes it unique and provides information about who owns and created the resource. So, for an IAM Role, that could be Joris-CheckoutProcess. Using this pattern you avoid creating a scavenger hunt.

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Crunchbase News

MARCH 4, 2025

Lambda , $480M, artificial intelligence: Lambda, which offers cloud computing services and hardware for training artificial intelligence software, raised a $480 million Series D co-led by Andra Capital and SGW. Lambda is also a provider of the latest GPUs by Nvidia , which are highly sought after by AI developers.

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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. Some applications may need to access data with personal identifiable information (PII) while others may rely on noncritical data. At this point, you need to consider the use case and data isolation requirements.

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AWS Machine Learning - AI

MARCH 13, 2025

In synchronous orchestration, just like in traditional process automation, a supervisor agent orchestrates the multi-agent collaboration, maintaining a high-level view of the entire process while actively directing the flow of information and tasks.

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Stackery

JULY 25, 2019

Starting today, any developer can locally debug and develop any Lambda function, in any language or framework, against live cloud resources with any IDE, for free. We’re excited to share a trick (so to speak) that allows any developer to locally debug any AWS Lambda. A Lambda function alone is not enough. Enter cloudlocal.

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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 102

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AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

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AWS Machine Learning - AI

NOVEMBER 1, 2024

The following AWS Budgets console screenshot illustrates an exceeded budget threshold: For deeper analysis, AWS Cost Explorer and CUR enable organizations to analyze tagged resources daily, weekly, and monthly, supporting informed decisions on resource allocation and cost optimization.

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Generative AI AWS Artificial Inteligence Budget 142

Crunchbase News

FEBRUARY 15, 2024

Lambda hit unicorn status after a $320 million Series C at a $1.5 Lambda’s round also is one of at least 10 rounds this week that have hit or topped nine figures. The Information reported Together AI , which also helps developers access Nvidia server chips to train AI software, is raising more than $100 million at over $1 billion.

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Dzone - DevOps

NOVEMBER 6, 2023

In this article, we will be discussing how to migrate a System API running in Mulesoft to AWS Lambda in a quick and efficient manner with the least effort. They can extract information from essential systems such as ERP, customer, and billing databases, as well as proprietary data repositories. What Is System API?

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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. Refer to the Lambda function code for more details.

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AWS Machine Learning - AI

OCTOBER 29, 2024

The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases. Decorator pattern The solution uses the decorator pattern to integrate observability logging into your application functions seamlessly.

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Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

MARCH 4, 2025

Integration with the AWS Well-Architected Tool pre-populates workload information and initial assessment responses. Scalable architecture Uses AWS services like AWS Lambda and Amazon Simple Queue Service (Amazon SQS) for efficient processing of multiple reviews.

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Generative AI Technical Review Software Review Systems Review 118

AWS Machine Learning - AI

APRIL 1, 2025

AWS Cloud Development Kit (AWS CDK) Delivers AWS CDK knowledge with tools for implementing best practices, security configurations with cdk-nag , Powertools for AWS Lambda integration, and specialized constructs for generative AI services. It makes sure infrastructure as code (IaC) follows AWS Well-Architected principles from the start.

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AWS Software Review Knowledge Base Artificial Inteligence 119

Cloud That

NOVEMBER 16, 2022

Steps to Create a Lambda Function. What if we want to send our running AWS Instances (servers) information to our team in form of logs for any purposes? 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. Conclusion.

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Xebia

APRIL 16, 2025

From Lambda-lith to Step Function A common anti-pattern in serverless architecture is creating a “Lambda-lith” – a monolithic Lambda function that handles too many responsibilities. These Lambda-liths can be broken down into Step Functions with multiple smaller, specialized Lambdas.

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AWS Machine Learning - AI

JULY 11, 2024

After being configured, an agent builds the prompt and augments it with your company-specific information to provide responses back to the user in natural language. During the IaC generation process, Amazon Bedrock agents actively probe for additional information by analyzing the provided diagrams and querying the user to fill any gaps.

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TechCrunch

NOVEMBER 19, 2021

Zuma wants to ensure that any reach out for information is answered in minutes versus days. When you don’t reach anyone in the leasing office, you often move on to the next one on the list, even if it was one you would have considered. Today, the company, which adds artificial intelligence to sales engagement, exited its beta phase with $6.7

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AWS Machine Learning - AI

APRIL 22, 2025

Workshops, conferences, and training sessions serve as platforms for collaboration and knowledge sharing, where the attendees can understand the information being conveyed in real-time and in their preferred language. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

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Media Knowledge Base AWS Systems Review 82

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

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Xebia

OCTOBER 21, 2023

TL;DR just give me the code While evaluating some existing IAM policies in a codebase, I found myself repeating the same steps over and over again: navigate Google and search iam actions servicename and look up information about the actions used. The first place to go to find out if this information is somehow exposed would be the AWS SDKs.

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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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Artificial Inteligence Generative AI Travel AWS 111

AWS Machine Learning - AI

JANUARY 22, 2025

With this new feature, when an agent node requires clarification or additional context from the user before it can continue, it can intelligently pause the flows execution and request user-specific information. Create the Condition node with the following information and connect with the Query Classifier node.

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AWS Machine Learning - AI

OCTOBER 11, 2024

Have AWS Serverless Application Model (AWS SAM) and Docker installed in your development environment to build AWS Lambda packages Create a Slack app and set up a channel Set up Slack: Create a Slack app from the manifest template, using the content of the slack-app-manifest.json file from the GitHub repository.

Cloud 97

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AWS Machine Learning - AI

FEBRUARY 26, 2024

In this post, we demonstrate a few metrics for online LLM monitoring and their respective architecture for scale using AWS services such as Amazon CloudWatch and AWS Lambda. The file saved on Amazon S3 creates an event that triggers a Lambda function. The function sends that information to CloudWatch metrics.

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Artificial Inteligence AWS Lambda Metrics 140

AWS Machine Learning - AI

JULY 10, 2024

Advanced parsing Advanced parsing is the process of analyzing and extracting meaningful information from unstructured or semi-structured documents. Parsing documents is important for RAG applications because it enables the system to understand the structure and context of the information contained within the documents.

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Knowledge Base Artificial Inteligence Lambda Applications 136

Honeycomb

SEPTEMBER 30, 2021

See our docs page for information about how it works and how to use it effectively. At Honeycomb, we use AWS Lambda to accelerate our query processing. At Honeycomb, we use AWS Lambda to accelerate our query processing. We can start with a trace of a single query, which shows how the query engine uses Lambda.

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AWS Machine Learning - AI

DECEMBER 4, 2024

Its sales analysts face a daily challenge: they need to make data-driven decisions but are overwhelmed by the volume of available information. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

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Generative AI Applications Technical Review Software Review 106

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

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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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AWS Machine Learning - AI

APRIL 1, 2025

Through this architecture, MCP enables users to build more powerful, context-aware AI agents that can seamlessly access the information and tools they need. 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

APRIL 24, 2024

An AI assistant is an intelligent system that understands natural language queries and interacts with various tools, data sources, and APIs to perform tasks or retrieve information on behalf of the user. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

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Artificial Inteligence Lambda Knowledge Base IoT 137

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? y = sin(x).

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