AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. Software-as-a-service (SaaS) applications with tenant tiering SaaS applications are often architected to provide different pricing and experiences to a spectrum of customer profiles, referred to as tiers.

Artificial Inteligence 129

Artificial Inteligence Generative AI AWS Applications 129

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 102

Knowledge Base Lambda Enterprise AWS 102

AWS Machine Learning - AI

APRIL 30, 2025

FloQasts software (created by accountants, for accountants) brings AI and automation innovation into everyday accounting workflows. Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security.

Artificial Inteligence 99

Artificial Inteligence Technical Review Software Review Generative AI 99

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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Artificial Inteligence Artificial Intelligence Biotech Lambda 116

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 109

Knowledge Base Generative AI Technical Review Lambda 109

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 76

Generative AI Systems Review Software Review Artificial Inteligence 76

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

APRIL 23, 2025

Archival data in research institutions and national laboratories represents a vast repository of historical knowledge, yet much of it remains inaccessible due to factors like limited metadata and inconsistent labeling. To address these challenges, a U.S.

Artificial Inteligence 67

Artificial Inteligence Open Source AWS Serverless 67

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.

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Generative AI Video Engineering Artificial Inteligence 111

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 111

Software Review Technical Review AWS Artificial Inteligence 111

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 106

Generative AI Applications Technical Review Software Review 106

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 130

Generative AI AWS Lambda Technical Review 130

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

Video Lambda AWS Generative AI 102

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

MAY 2, 2025

It efficiently manages the distribution of automated reports and handles stakeholder communications, providing properly formatted emails containing portfolio information and document summaries that reach their intended recipients. Note that additional documents can be incorporated to enhance your data assistant agents capabilities.

Real Estate 91

Real Estate Artificial Inteligence Knowledge Base Lambda 91

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 113

Generative AI AWS Enterprise Artificial Inteligence 113

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 130

Travel Hotels AWS Generative AI 130

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

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 126

Artificial Inteligence Analytics Knowledge Base Lambda 126

AWS Machine Learning - AI

APRIL 22, 2025

Some of the challenges in capturing and accessing event knowledge include: Knowledge from events and workshops is often lost due to inadequate capture methods, with traditional note-taking being incomplete and subjective. A serverless, event-driven workflow using Amazon EventBridge and AWS Lambda automates the post-event processing.

Media 82

Media Knowledge Base AWS Systems Review 82

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 129

AWS Applications Lambda Knowledge Base 129

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

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.

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Artificial Inteligence Generative AI Lambda Healthcare 132

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 129

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

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Artificial Inteligence Lambda Knowledge Base IoT 137

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

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 140

Knowledge Base Insurance Lambda AWS 140

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

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 133

Knowledge Base Artificial Inteligence Applications Lambda 133

AWS Machine Learning - AI

NOVEMBER 22, 2024

You can change and add steps without even writing code, so you can more easily evolve your application and innovate faster. Software updates and upgrades are a critical part of our service. They provide global client support with a focus on scalability, software updates, and robust data backup and recovery strategies.

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Generative AI AWS Technical Review Backup 99

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

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.

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Generative AI Artificial Inteligence AWS Applications 121

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 126

Generative AI Lambda AWS Technical Review 126

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 ?

Open Source 130

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.

Lambda 52

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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