AWS Machine Learning - AI

MAY 14, 2024

We built the RAG solution as detailed in the following GitHub repo and used SageMaker documentation as the knowledge base. Amazon SageMaker Sample and used Amazon SageMaker documentation as the knowledge base. Pre-annotation Lambda function The process starts with an AWS Lambda function. Here, we use the on-demand option.

Generative AI 85

Generative AI Artificial Inteligence AWS Applications 85

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. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 52

Lambda AWS Software Review Serverless 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 94

Knowledge Base Artificial Inteligence Applications Lambda 94

Honeycomb

JANUARY 10, 2020

We’re big fans of AWS Lambda at Honeycomb. As you may have read , we recently made some major improvements to our storage engine by leveraging Lambda to process more data in less time. Making a change to a complex system like our storage engine is daunting, but can be made less so with good instrumentation and tracing.

Lambda 52

Lambda Examples Serverless AWS 52

AWS Machine Learning - AI

DECEMBER 22, 2023

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. The agent is equipped with tools that include an Anthropic Claude 2.1 ConversationIndexTable – Tracks the conversation state.

Generative AI 93

Generative AI Lambda AWS Technical Review 93

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. Lambda will horizontally scale precisely when we need it to a massive extent.

Lambda 40

Lambda AWS Software Review Serverless 40

Perficient

MAY 30, 2023

Here’s a high-level overview of how you can leverage AWS services to achieve the desired functionality: AWS Lambda: Use AWS Lambda as the compute service to process the events and perform the necessary updates in Databricks or other AWS services. Amazon API Gateway: Configure Amazon API Gateway as the entry point for your web UI.

Software Review 59

Software Review Systems Review System Lambda 59

Gorilla Logic

SEPTEMBER 16, 2021

The three cloud providers we will be comparing are: AWS Lambda. Documentation. AWS Lambda. Pricing: AWS Lambda (Lambda) implements a pay-per-request pricing model: Meter. . This allows expenses to be easily tracked and monitored so that your Lambda-specific budget can be kept under control. . Google Cloud.

Serverless 70

Serverless Lambda Cloud AWS 70

Xebia

DECEMBER 21, 2022

You can start using HTTPS on your Application Load Balancer (ALB) by following the official documentation. For simplicity and cost-efficiency on a PoC, backend instances and the storage layer have been omitted. The code is publicly available on the links below, with how-to-use documentation. Pilot Light strategy diagram.

Disaster Recovery 130

Disaster Recovery AWS Strategy Backup 130

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. Setting up a runner resource class in CircleCI.

AWS 98

AWS Lambda Meeting Software Review 98

Kaseya

MAY 13, 2021

As the name suggests, a cloud service provider is essentially a third-party company that offers a cloud-based platform for application, infrastructure or storage services. In a public cloud, all of the hardware, software, networking and storage infrastructure is owned and managed by the cloud service provider. What Is a Public Cloud?

Google Cloud 122

Google Cloud Azure AWS Cloud 122

AWS Machine Learning - AI

APRIL 8, 2024

LlamaIndex is specifically designed and optimized for building search and retrieval applications, such as RAG, because it provides a simple interface for querying LLMs and retrieving relevant documents. Instead of loading the documents directly, you can also covert the Document object into Node objects before sending them to the index.

Artificial Inteligence 94

Artificial Inteligence Applications Knowledge Base AWS 94

Xicom

MARCH 16, 2021

Taking AWS, as an example, you can create a serverless monolith by using a single AWS Lambda function for the back-end. The right observability platform – ideally the one that automates a ton of instrumentation inside Lambda like New Relic – can offer you these types of insights.

Serverless 59

Serverless Lambda Development Microservices 59

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. In comparison to traditional LAMP (Linux, Apache, MySQL, PHP) stack, serverless LAMP ( Lambda , API Gateway, MySQL, PHP) applications are easier to scale and maintain while costing less than the alternative (using a pay-per-use model).

Serverless 59

Serverless PHP Applications Lambda 59

Cloudera

JANUARY 6, 2021

Apache HBase is an effective data storage system for many workflows but accessing this data specifically through Python can be a struggle. For more information about catalogs, refer to this documentation [link]. employeeMap = employeeRDD.map( lambda x: Row( key = int (x[ 0 ]) , empId =x[ 1 ] , empName =x[ 2 ] , empState =x[ 3 ])).

Machine Learning 133

Machine Learning Artificial Inteligence Data Applications 133

Honeycomb

JANUARY 18, 2024

A useful guide is the OpenTelemetry documentation for libraries. Well-defined domain-specific Semantic Conventions are a great documentation source and help to avoid polysemes. Following the OpenTelemetry syntax allows you to use the same documentation and code generation tools. Should every attribute be a Semantic Convention?

Microservices 71

Microservices Weak Development Team AWS Engineering 71

Stackery

SEPTEMBER 3, 2019

AM, Chase, and Eric kicked off the first week of SSS by sharing the basics of getting started with a tutorial on locally debugging AWS Lambda functions and other serverless resources with Stackery. Debug a simple app where you’ve got a topic connected to a Lambda function that then uploads them to an AWS table.

Serverless 71

Serverless AWS Lambda Part-Time VPE 71

Stackery

MAY 22, 2019

Technical genius Naomi Rubin spoke recently about how it’s hard to define exactly what a web developer makes: how is one project, where you create a complex browser experience, like another where you create a frontend for a massive database of scanned documents? Functions/Serverless Functions/Lambdas. Cloudside Development.

Serverless 74

Serverless Lambda AWS Resources 74

Stackery

FEBRUARY 28, 2019

But the fact is, the two resources I just shared serve as amazing documentation; Ory found examples of these vulnerabilities in active GitHub repos! The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. At first I wanted to describe how injection attacks can happen.

Serverless 58

Serverless Lambda Policies AWS 58

AWS Machine Learning - AI

MARCH 27, 2024

Store the response from Amazon Bedrock (an HTML-formatted document) in Amazon Simple Storage Service (Amazon S3). Trigger the KPI email process via AWS Lambda : The HTML-formatted email is extracted from Amazon S3 and added to the body of the email.

DevOps 83

DevOps Artificial Inteligence Generative AI Enterprise 83

Palo Alto Networks

MARCH 10, 2021

This provides a webhook to create a ticket in a service desk system or a security orchestration and response tool, such as Cortex XSOAR , or launch an AWS Lambda function, which can quarantine by shutting down the instance or lock down the Security Group. Rapid Detection and Response Against Advanced Attacks. VM-Series in AWS Marketplace.

AWS 98

AWS Firewall Lambda Network 98

Stackery

MAY 29, 2019

You take advantage of already built, managed cloud services to handle standard application requirements like authentication, storage, compute, API gateways, and a long list of other infrastructure needs. You can spin up these resources in a matter of minutes and add your own specific business logic (usually as AWS Lambda function code).

Serverless 71

Serverless Lambda Development AWS 71

Stackery

APRIL 15, 2019

For most of the normal operations-headaches like logging, storage, and replicability/expendability, serverless is a breeze. With Epsagon, all you have to do to get detailed performance information on your Lambdas is add a function wrapper to your Lambda code. After that, check our documentation on using the integration.

Serverless 58

Serverless Lambda Software Review AWS 58

MagmaLabs

MAY 13, 2021

Even the documentation on its site is well documented. It provides us with cloud services, such as storage, NoSQL database technologies, Server-less, GraphQL APIs, testing tools, analytics, and caching data. Amazon S3 (Simple Storage Service). Reading Time: 8 minutes AWS provides libraries that can be used easily.

AWS 75

AWS Development Authentication Mobile 75

Stacks on Stacks

FEBRUARY 28, 2019

But the fact is, the two resources I just shared serve as amazing documentation; Ory found examples of these vulnerabilities in active GitHub repos! The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. At first I wanted to describe how injection attacks can happen.

Serverless 40

Serverless Lambda AWS Policies 40

Altexsoft

DECEMBER 28, 2018

Aware of what serverless means, you probably know that the market of cloudless architecture providers is no longer limited to major vendors such as AWS Lambda or Azure Functions. AWS Lambda. The service launched in 2016 to compete with AWS Lambda. But, every provider has its own calculation tool: S3 calculator by AWS Lambda.

Serverless 68

Serverless Azure AWS Architecture 68

Xebia

SEPTEMBER 22, 2021

Other examples are KMS key policies or Lambda function invocation permissions. With S3 being a favorable storage solution for many, we see a lot of breaches that involve too openly configured S3 buckets. Make use of the Condition clause of the AssumeRole Policy Document as explained in this blog post from AWS. Leverage AWS SSO.

AWS 130

AWS Policies Lambda Resources 130

Modus Create

AUGUST 25, 2020

AWS Acme Instant Tunnel presents an alternative to the aforementioned approaches by automating the authorization, management and storage of security group permissions for temporary SSH access. Upon deletion, a DynamoDB stream triggers a separate Lambda function which will revoke security group ingress permissions for the expired lease.

AWS 89

AWS Lambda Open Source Authentication 89

AWS Machine Learning - AI

MAY 22, 2024

The datasets are uploaded to Amazon Simple Storage Service (Amazon S3) using the S3 client (a wrapper around an HTTP call). The inference workflow is then invoked through an AWS Lambda request, which first makes an HTTP request to the Sagemaker endpoint, and then uses that to make another request to Amazon Bedrock.

Fashion 103

Fashion Artificial Inteligence Generative AI AWS 103

AWS Machine Learning - AI

MAY 21, 2024

The digital publishing frontend application Storm is a single-page application built using React and Material Design and deployed using Amazon Simple Storage Service (Amazon S3) and Amazon CloudFront. Our CMS backend Nova is implemented using Amazon API Gateway and several AWS Lambda functions.

Generative AI 103

Generative AI Artificial Inteligence AWS Serverless 103

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. This is the portion of our query engine that runs queries against S3-based storage — typically older data. Additional documentation and training for the team.

Software Review 58

Software Review Systems Review Engineering Storage 58

AWS Machine Learning - AI

NOVEMBER 30, 2023

Lexis Nexis Legal & Professional is transforming legal work for lawyers and increasing their productivity with Lexis+ AI conversational search, summarization, and document drafting and analysis capabilities. thousands of text documents). CRM or ERP applications), and write a few AWS Lambda functions to execute the APIs (e.g.,

Generative AI 122

Generative AI AWS Artificial Inteligence Software Review 122

Stackery

JUNE 27, 2019

Meanwhile, AWS Lambda and a growing set of services offer the scale and cost advantages of AWS, while alleviating traditional headaches of maintaining and scaling the operating system and underlying infrastructure. Connecting a Lambda to DynamoDB involves half a dozen menus on the AWS console, but Stackery makes it as easy as drawing a line.

Serverless 40

Serverless AWS DevOps Tools 40

Confluent

JULY 10, 2019

In Java, primitive data types and boxed data types are separate entities, therefore requiring separate overloaded methods for handling them—the MULTIPLY() function from the Confluent documentation is a good example. applicationName = 'wordcount-lambda-example'. // Default artifact naming. zip ==> /wordcount-lambda-example-1.0.0/bin/wordcount-lambda-example

Lambda 85

Lambda Analytics Testing Groups 85

Netflix Tech

JULY 30, 2019

If you’re new to Conductor, this earlier blogpost and the documentation should help you get started and acclimatized to Conductor. External Payload Storage External payload storage was implemented to prevent the usage of Conductor as a data persistence system and to reduce the pressure on its backend datastore.

Lambda 75

Lambda Weak Development Team Systems Review Metrics 75

The Agile Monkey

DECEMBER 22, 2022

The project folder will contain configuration files and empty folders for you to add your commands, entities, events, etc: For more detailed information about creating a project with Booster, refer to the official documentation. To know more about events, refer to the official documentation. For now, you can use ‘all’.

Scalability 98

Scalability AWS Authentication Open Source 98

ParkMyCloud

JULY 11, 2019

The credit amount awarded will vary depending on the cost model and usage requirements documented in the research proposal. . micro instance usage, 5 GB of Amazon S3 standard storage, 750 hours of Amazon RDS Single-AZ db.t2.micro micro Instances, one million AWS Lambda requests and you can build and host most Alexa skills for free. .

AWS 71

AWS Nonprofit Education Lambda 71