Xebia

OCTOBER 23, 2024

Region Evacuation with DNS Approach: Our third post discussed deploying web server infrastructure across multiple regions and reviewed the DNS regional evacuation approach using AWS Route 53. In the following sections we will review this step-by-step region evacuation example. HTTP Response code: 200. Explore the details here.

AWS 130

AWS Network Software Review Lambda 130

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. Python 3.9 or later Node.js

Lambda 123

Lambda Enterprise Automotive Knowledge Base 123

AWS Machine Learning - AI

MAY 17, 2024

In this blog post, you will learn about prompt chaining, how to break a complex task into multiple tasks to use prompt chaining with an LLM in a specific order, and how to involve a human to review the response generated by the LLM. For most reviews, the system auto-generates a reply using an LLM.

Artificial Inteligence 131

Artificial Inteligence Generative AI Systems Review Software Review 131

AWS Machine Learning - AI

AUGUST 13, 2024

Handling large volumes of data, extracting unstructured data from multiple paper forms or images, and comparing it with the standard or reference forms can be a long and arduous process, prone to errors and inefficiencies. The SQS message invokes an AWS Lambda The Lambda function is responsible for processing the new form data.

Healthcare 123

Healthcare Artificial Inteligence Analysis Lambda 123

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 user sends a question (NLQ) as a JSON event.

AWS 125

AWS Lambda Performance Artificial Inteligence 125

CircleCI

AUGUST 12, 2022

This tutorial covers: Defining your AWS CDK application and the AWS Lambda handler. Instead of deploying your cloud resources manually, you can use a solution like Terraform or AWS CDK that lets you manage your infrastructure code programmatically. on your system to define your AWS CDK application and the AWS Lambda handler.

Lambda 52

Lambda AWS Construction Software Review 52

AWS Machine Learning - AI

OCTOBER 24, 2024

In this post, we set up an agent using Amazon Bedrock Agents to act as a software application builder assistant. Solution overview Typically, a three-tier software application has a UI interface tier, a middle tier (the backend) for business APIs, and a database tier. Explain the following code in lucid, natural language to me.

Generative AI 91

Generative AI Artificial Inteligence Applications Knowledge Base 91

Linux Academy

APRIL 13, 2019

A simple way to achieve this is to use an Amazon CloudWatch Events rule to trigger an AWS Lambda function daily. In this hands-on AWS lab, you will write a Lambda function in Python using the Boto3 library. Setting this up requires configuring an IAM role, setting a CloudWatch rule, and creating a Lambda function. every 1 day).

Lambda 68

Lambda Backup AWS Software Review 68

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent.

Knowledge Base 87

Knowledge Base Generative AI Technical Review AWS 87

AWS Machine Learning - AI

JULY 3, 2024

These models demonstrate impressive performance in question answering, text summarization, code, and text generation. The use cases can range from medical information extraction and clinical notes summarization to marketing content generation and medical-legal review automation (MLR process).

Artificial Inteligence 122

Artificial Inteligence Generative AI Lambda Healthcare 122

CircleCI

AUGUST 17, 2022

Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. AWS CDK is an infrastructure as code (IaC) solution, similar to Terraform , that lets you use the expressive power of object-oriented programming languages to define your cloud resources.

Lambda 52

Lambda AWS Construction Software Review 52

Xebia

SEPTEMBER 2, 2024

Throughout my career, I’ve made and reviewed thousands of pull requests. While the code is often clean and functional, I’ve noticed it could be even better if developers were more familiar with some of Kotlin’s advanced language features and libraries. hashCode() pair. toString() of the form Person(name=John, age=42).

Software Review 130

Software Review Testing Examples Data 130

AWS Machine Learning - AI

SEPTEMBER 20, 2024

These agents help users complete actions based on organizational data and user input, orchestrating interactions between foundation models (FMs), data sources, software applications, and user conversations. The following GitHub repository contains the Python AWS CDK code to deploy the same example.

Generative AI 103

Generative AI Lambda Applications AWS 103

AWS Machine Learning - AI

FEBRUARY 6, 2024

Users can quickly review and adjust the computer-generated reports before submission. Solution overview Accenture built an AI-based solution that automatically generates a CTD document in the required format, along with the flexibility for users to review and edit the generated content​. The response data is stored in DynamoDB.

Generative AI 123

Generative AI AWS Lambda Technical Review 123

Honeycomb

MAY 18, 2022

In this post, I’ll show you how using Honeycomb, we can quickly pinpoint the source of our status codes, so we know what’s happening and whether our team should drop everything to work on a fix. . This post will walk you through how to: Surface issues from ALB/ELB status codes. A Honeycomb API key ( create a free account ) .

Software Review 97

Software Review Lambda AWS Load Balancer 97

The Agile Monkey

JULY 1, 2019

We got super excited when we released the AWS Lambda Haskell runtime, described in one of our previous posts , because you could finally run Haskell in AWS Lambda natively. There are few things better than running Haskell in AWS Lambda, but one is better for sure: Running it 12 times faster! and bootstrap?—?faster.

Lambda 58

Lambda AWS Serverless Software Review 58

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 52

Lambda Software Review AWS Serverless 52

AWS Machine Learning - AI

NOVEMBER 13, 2024

An AWS Lambda function is invoked when new documents are added to the Amazon Simple Storage Service (Amazon S3) bucket. The analysis results are returned to the S3 bucket through a Lambda function and stored there. This is often necessary due to messiness and inconsistencies in real-world data.

Generative AI 93

Generative AI Analysis Lambda AWS 93

Xebia

MAY 21, 2024

Modernizing on AWS refers to migrating and transforming traditional applications, workloads, and infrastructure to leverage the benefits of cloud computing and AWS services. Serverless Computing: Serverless computing allows developers to focus on writing code without worrying about infrastructure management.

AWS 130

AWS Strategy Serverless Microservices 130

AWS Machine Learning - AI

SEPTEMBER 13, 2024

This could be Amazon Elastic Compute Cloud (Amazon EC2), AWS Lambda , AWS SDK , Amazon SageMaker notebooks, or your workstation if you are doing a quick proof of concept. For the purpose of this post, this code is running on a t3a.micro EC2 instance with Amazon Linux 2023. The following diagram illustrates the solution architecture.

Generative AI 86

Generative AI AWS Artificial Inteligence Technical Review 86

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 69

Video Lambda AWS Generative AI 69

AWS Machine Learning - AI

NOVEMBER 14, 2024

In this post, we provide a step-by-step guide with the building blocks needed for creating a Streamlit application to process and review invoices from multiple vendors. The results are shown in a Streamlit app, with the invoices and extracted information displayed side-by-side for quick review.

Software Review 100

Software Review Technical Review AWS Artificial Inteligence 100

Altexsoft

OCTOBER 26, 2023

Recent advancements in artificial intelligence (AI) have introduced smart tools revolutionizing coding. This article will define AI coding, explore its main benefits and features, and evaluate five notable AI coding tools. What is AI coding? Boosted productivity.

Software Review 52

Software Review Tools Artificial Inteligence ChatGPT 52

AWS Machine Learning - AI

OCTOBER 21, 2024

Amazon Bedrock Agents also provides you with traces , a detailed overview of the steps being orchestrated by the agents, the underlying prompts invoking the FM, the references being returned from the knowledge bases, and code being generated by the agent.

Generative AI 87

Generative AI Artificial Inteligence Applications AWS 87

AWS Machine Learning - AI

NOVEMBER 7, 2024

In the first part of the series, we showed how AI administrators can build a generative AI software as a service (SaaS) gateway to provide access to foundation models (FMs) on Amazon Bedrock to different lines of business (LOBs). It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker.

Generative AI 108

Generative AI AWS Artificial Inteligence Enterprise 108

Mike Roberts

NOVEMBER 16, 2017

Scaling and State This is Part 9 of Learning Lambda, a tutorial series about engineering using AWS Lambda. So far in this series we’ve only been talking about processing a small number of events with Lambda, one after the other. Finally I mention Lambda’s limited, but not trivial, vertical scaling capability.

Lambda 40

Lambda Software Review AWS Serverless 40

CIO

NOVEMBER 2, 2023

Awareness of FinOps practices and the maturity of software that can automate cloud optimization activities have helped enterprises get a better understanding of key cost drivers,” McCarthy says, referring to the practice of blending finance and cloud operations to optimize cloud spend. year over year in 2023, which is down from the 27.6%

Cloud 342

Cloud Strategy Data Center Generative AI 342

AWS Machine Learning - AI

FEBRUARY 19, 2024

For more details, refer to the Primer on Retrieval Augmented Generation, Embeddings, and Vector Databases section in Preview – Connect Foundation Models to Your Company Data Sources with Agents for Amazon Bedrock. For more information, refer to Model access. You will use this Lambda layer code later to create the Lambda function.

Knowledge Base 113

Knowledge Base Artificial Inteligence Applications Lambda 113

Apiumhub

SEPTEMBER 27, 2023

When ‘edge’ is mentioned, it can refer to a few, quite different concepts: it can refer to “edge location”, or “edge runtime”, or even “edge functions” Let’s go through each, and see what exactly it means. We’ll have to convert our code either to TypeScript, or Javascript.

Serverless 98

Serverless Software Review Lambda AWS 98

AWS Machine Learning - AI

DECEMBER 22, 2023

Solution code and deployment assets can be found in the GitHub repository. 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.

Generative AI 119

Generative AI Lambda AWS Technical Review 119

Xebia

MARCH 21, 2023

A Lambda function or EC2 instance that can communicate with the VPC endpoint and Neptune. If you use a Lambda function (and you should ), you can use any language you feel comfortable with. You can do this from the Lambda function or an EC2 instance. A cell can be a code cell, a Markdown cell, or a raw NBConvert.

Open Source 130

Open Source AWS Lambda Artificial Inteligence 130

AWS Machine Learning - AI

OCTOBER 14, 2024

In this post, we demonstrate how to design fine-grained access controls using Verified Permissions for a generative AI application that uses Amazon Bedrock Agents to answer questions about insurance claims that exist in a claims review system using textual prompts as inputs and outputs.

Generative AI 75

Generative AI Applications Lambda Policies 75

CircleCI

JULY 22, 2022

The launch template and Auto Scaling group will be used to launch instances based on the queue depth (the number of jobs in the queue) value provided by the runner API for a given runner resource class — all triggered by a Lambda function that checks the API periodically. Step 7: Review. Review your configuration and save it.

AWS 98

AWS Lambda Meeting Software Review 98

Apiumhub

JANUARY 22, 2024

Firstly, Rust is a compiled language that generates efficient machine code. Moreover, Rust is highly reliable due to its compiler, which effectively prevents undefined behavior that might otherwise result in unexpected outcomes or crashes. Why the Rust programming language is gaining popularity can be attributed to several key factors.

Programming 74

Programming Lambda Software Review Study 74

AWS Machine Learning - AI

FEBRUARY 8, 2024

The code and resources required for deployment are available in the amazon-bedrock-examples repository. Each action group can specify one or more API paths, whose business logic is run through the AWS Lambda function associated with the action group. The schema allows the agent to reason around the function of each API.

Knowledge Base 136

Knowledge Base Insurance Lambda AWS 136

Perficient

FEBRUARY 20, 2023

Essentially, the AWS CDK is a service that uses ordinary code to build the infrastructure you need to develop full-stack applications. The problem with this is that learning how to create YAML has a very steep learning curve, is very verbose in terms of writing code, and the slightest mistake in spacing could crash your whole application.

Serverless 64

Serverless AWS Lambda Infrastructure 64

AWS Machine Learning - AI

JULY 30, 2024

For details of each Amazon Q subscription, refer to Amazon Q Business pricing. Amazon Cognito will send an email with a confirmation code for email verification. Enter this confirmation code to complete your email verification. The response includes citations, with reference to sources.

Media 102

Media Lambda AWS Video 102