Xebia

FEBRUARY 19, 2024

In this blog post, we examine the relative costs of different language runtimes on AWS Lambda. Many languages can be used with AWS Lambda today, so we focus on four interesting ones. Rust just came to AWS Lambda in November 2023 , so probably a lot of folks are wondering whether to try it out. The maximum injection size is 500.

Lambda 130

Lambda AWS Software Review Systems Review 130

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

Education 88

Education Report Technical Review Generative AI 88

AWS Machine Learning - AI

MARCH 5, 2025

For example, consider how the following source document chunk from the Amazon 2023 letter to shareholders can be converted to question-answering ground truth. To convert the source document excerpt into ground truth, we provide a base LLM prompt template. Further, Amazons operating income and Free Cash Flow (FCF) dramatically improved.

Generative AI 73

Generative AI Systems Review Software Review Artificial Inteligence 73

AWS Machine Learning - AI

MARCH 7, 2025

Through advanced data analytics, software, scientific research, and deep industry knowledge, Verisk helps build global resilience across individuals, communities, and businesses. Solution overview The policy documents reside in Amazon Simple Storage Service (Amazon S3) storage.

Generative AI 77

Generative AI Technical Review Insurance Policies 77

AWS Machine Learning - AI

FEBRUARY 11, 2025

Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management. These tasks often involve processing vast amounts of documents, which can be time-consuming and labor-intensive. This solution uses the powerful capabilities of Amazon Q Business.

Knowledge Base 80

Knowledge Base Lambda Enterprise AWS 80

AWS Machine Learning - AI

OCTOBER 29, 2024

Use case overview The organization in this scenario has noticed that during customer calls, some actions often get skipped due to the complexity of the discussions, and that there might be potential to centralize customer data to better understand how to improve customer interactions in the long run.

Generative AI 98

Generative AI Video Engineering Artificial Inteligence 98

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. Information repository – This repository holds essential documents and data that support customer service processes.

Knowledge Base 85

Knowledge Base Generative AI Technical Review Lambda 85

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. Install Python 3.7

Software Review 92

Software Review Technical Review AWS Artificial Inteligence 92

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. This includes setting up Amazon API Gateway , AWS Lambda functions, and Amazon Athena to enable querying the structured sales data.

Generative AI 94

Generative AI Applications Technical Review Software Review 94

Modus Create

FEBRUARY 20, 2020

Lambda@Edge is Amazon Web Services’s (AWS’s) Lambda service run on the Amazon CloudFront Global Edge Network. You can utilize this service to run code in a serverless fashion at a location that is close to the end user. There are numerous measures you can take to improve security with Lambda@Edge. Directions.

Lambda 110

Lambda Transportation Software Review Policies 110

AWS Machine Learning - AI

FEBRUARY 6, 2024

A key part of the submission process is authoring regulatory documents like the Common Technical Document (CTD), a comprehensive standard formatted document for submitting applications, amendments, supplements, and reports to the FDA. The tedious process of compiling hundreds of documents is also prone to errors.

Generative AI 114

Generative AI AWS Lambda Technical Review 114

Hacker Earth Developers Blog

MARCH 3, 2020

It exists in variants that target the JVM (Kotlin/JVM), JavaScript (Kotlin/JS), and Native code (Kotlin/Native). Concise : Kotlin drastically reduces the amount of boilerplate code. The fewer lines of code mean that you spend less time to write, read, and debug the code. Why Kotlin? What can Kotlin be used for?

Software Review 49

Software Review Systems Review Exercises Course 49

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 99

Generative AI AWS Enterprise Artificial Inteligence 99

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 80

Video Lambda AWS Generative AI 80

AWS Machine Learning - AI

JANUARY 22, 2025

For an example of how to create a travel agent, refer to Agents for Amazon Bedrock now support memory retention and code interpretation (preview). In the response, you can review the flow traces, which provide detailed visibility into the execution process. Make sure the agent has user input functionality enabled.

Travel 113

Travel Hotels AWS Generative AI 113

AWS Machine Learning - AI

APRIL 18, 2024

Tools like Terraform and AWS CloudFormation are pivotal for such transitions, offering infrastructure as code (IaC) capabilities that define and manage complex cloud environments with precision. Traditionally, cloud engineers learning IaC would manually sift through documentation and best practices to write compliant IaC scripts.

AWS 116

AWS Applications Lambda Knowledge Base 116

AWS Machine Learning - AI

DECEMBER 6, 2023

Such data often lacks the specialized knowledge contained in internal documents available in modern businesses, which is typically needed to get accurate answers in domains such as pharmaceutical research, financial investigation, and customer support. In Part 1, we review the RAG design pattern and its limitations on analytical questions.

Artificial Inteligence 113

Artificial Inteligence Analytics Knowledge Base Lambda 113

Hacker Earth Developers Blog

MARCH 3, 2020

It exists in variants that target the JVM (Kotlin/JVM), JavaScript (Kotlin/JS), and Native code (Kotlin/Native). Concise : Kotlin drastically reduces the amount of boilerplate code. The fewer lines of code mean that you spend less time to write, read, and debug the code. Why Kotlin? fun onLoad() {. window.document.body!!

Software Review 189

Software Review Systems Review Exercises Course 189

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

Perficient

JULY 23, 2024

As we know, AWS Lambda is a serverless computing service that lets you run code without provisioning or managing servers. However, for Lambda functions to interact with other AWS services or resources, it needs permissions. This is where the AWS Lambda execution role comes into picture. Why Lambda Execution Role Required?

Lambda 52

Lambda AWS Software Review Policies 52

AWS Machine Learning - AI

APRIL 24, 2024

They also allow for simpler application layer code because the routing logic, vectorization, and memory is fully managed. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function. on Amazon Bedrock. Anthropic Claude v2.1

Artificial Inteligence 120

Artificial Inteligence Lambda Knowledge Base IoT 120

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.

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Lambda AWS Serverless Software Review 58

AWS Machine Learning - AI

FEBRUARY 8, 2024

Your Amazon Bedrock-powered insurance agent can assist human agents by creating new claims, sending pending document reminders for open claims, gathering claims evidence, and searching for information across existing claims and customer knowledge repositories. Send a pending documents reminder to the policy holder of claim 2s34w-8x.

Knowledge Base 131

Knowledge Base Insurance Lambda AWS 131

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.

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AWS Lambda Performance Artificial Inteligence 117

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). Amazon Translate : for content translation.

Artificial Inteligence 114

Artificial Inteligence Generative AI Lambda Healthcare 114

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. Creating the Amazon Neptune cluster is well documented in the official User Guide. On a code cell, paste the following: %%sparql select ?

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Open Source AWS Lambda Artificial Inteligence 130

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

Honeycomb

AUGUST 18, 2020

8/3 – Query engine lambda startup failures : A code change was merged that prevented the lambda-based portion of our query engine from starting. The migrations are checked in to our primary code repository and deployed as part of our regular deployment process. The meta-review. What went wrong?

Software Review 59

Software Review Systems Review Engineering Storage 59

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.

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Lambda Software Review AWS Serverless 52

Xebia

MAY 21, 2024

This may include breaking monolithic applications into microservices, containerizing applications using Docker and Kubernetes, or adopting serverless computing with AWS Lambda. Serverless Computing: Serverless computing allows developers to focus on writing code without worrying about infrastructure management.

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AWS Strategy Serverless Microservices 130

Robots and Pencils

SEPTEMBER 29, 2021

platforms (Linux, AWS Lambda, Google AppEngine etc.) I wouldn’t apply it to: methodologies (TDD, agile, effective writing, etc.) I do love a technology that comes with good documentation, but this phase might also include courses, blog posts, or other third party material. high-level concepts (parsing, ML, IoT, serverless, etc.)

Technical Review 98

Technical Review Technology Software Review TDD 98

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

FEBRUARY 19, 2024

Embeddings are created for documents and user questions. The document embeddings are split into chunks and stored as indexes in a vector database. The text generation workflow then takes a question’s embedding vector and uses it to retrieve the most similar document chunks based on vector similarity.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

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 110

Generative AI Lambda AWS Technical Review 110

AWS Machine Learning - AI

MAY 14, 2024

We provide LangChain and AWS SDK code-snippets, architecture and discussions to guide you on this important topic. You can complete a variety of human-in-the-loop tasks with SageMaker Ground Truth, from data generation and annotation to model review, customization, and evaluation, through either a self-service or an AWS-managed offering.

Generative AI 101

Generative AI Artificial Inteligence AWS Applications 101

AWS Machine Learning - AI

SEPTEMBER 24, 2024

A CloudFormation stack to create an Amazon Lex bot and an AWS Lambda fulfillment function, which implement the core Retrieval Augmented Generation (RAG) question answering capability. On the Configure stack options page, choose Next On the Review and create page, acknowledge the IAM capabilities message and choose Submit. Choose Next.

Knowledge Base 89

Knowledge Base Generative AI Artificial Inteligence Lambda 89

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.

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AWS Lambda Meeting Software Review 98