Xebia

AUGUST 29, 2023

Key features of AWS Batch Efficient Resource Management: AWS Batch automatically provisions the required resources, such as compute instances and storage, based on job requirements. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB.

AWS 147

AWS Performance Storage Linux 147

AWS Machine Learning - AI

FEBRUARY 9, 2024

AWS CDK is an open source software development framework to model and provision your cloud application resources using familiar programming languages. The workflow steps are as follows: An Amazon EventBridge rule triggers a Lambda function ( bedrock_cost_tracking ) daily. The AWS CDK code is available in the GitHub repository.

Lambda 136

Lambda Generative AI AWS Microservices 136

AWS Machine Learning - AI

NOVEMBER 14, 2024

Streamlit is an open source framework for data scientists to efficiently create interactive web-based data applications in pure Python. The storage layer uses Amazon Simple Storage Service (Amazon S3) to hold the invoices that business users upload. Importantly, your document and data are not stored after processing.

Software Review 92

Software Review Technical Review AWS Artificial Inteligence 92

AWS Machine Learning - AI

JULY 10, 2024

Now that you understand the concepts for semantic and hierarchical chunking, in case you want to have more flexibility, you can use a Lambda function for adding custom processing logic to chunks such as metadata processing or defining your custom logic for chunking. Make sure to create the Lambda layer for the specific open source framework.

Knowledge Base 121

Knowledge Base Artificial Inteligence Lambda Applications 121

Perficient

FEBRUARY 17, 2025

Godot : An open-source game engine with a lightweight footprint and built-in scripting language (GDScript), along with support for C# and C++. TensorFlow : An open-source machine learning framework developed by Google, known for its scalability and deep learning capabilities, supporting both CPUs and GPUs.

Development 52

Development Software Review Technical Review Systems Review 52

Mentormate

JANUARY 7, 2021

Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. 1ms Billing Granularity Adds Cost Savings to AWS Lambda. Since it launched in 2014, Lambda’s pricing model has remained pretty much unchanged — until now. Container Image Support in AWS Lambda.

AWS 98

AWS Lambda Software Review Serverless 98

AWS Machine Learning - AI

MAY 7, 2024

Hugging Face is an open-source machine learning (ML) platform that provides tools and resources for the development of AI projects. The workflow consists of the following steps: The user uploads the meeting recording as an audio or video file to the project’s Amazon Simple Storage Service (Amazon S3) bucket, in the /recordings folder.

Artificial Inteligence 117

Artificial Inteligence Meeting AWS Generative AI 117

AWS Machine Learning - AI

OCTOBER 23, 2024

Prerequisites To implement this solution, you need the following: An AWS account with permissions to create resources in Amazon Bedrock, Amazon Lex, Amazon Connect, and AWS Lambda. Amazon API Gateway routes the incoming message to the inbound message handler, executed on AWS Lambda.

Lambda 85

Lambda Knowledge Base Generative AI AWS 85

AWS Machine Learning - AI

FEBRUARY 19, 2024

Some open source libraries provide wrappers to reduce this overhead; however, changes to libraries can introduce errors and add additional overhead of versioning. Even with open source libraries, significant effort is required to write code, determine optimal chunk size, generate embeddings, and more.

Knowledge Base 108

Knowledge Base Artificial Inteligence Applications Lambda 108

AWS Machine Learning - AI

JULY 2, 2024

When the doctor interacts with the Streamlit frontend, it sends a request to an AWS Lambda function, which acts as the application backend. Before querying the knowledge base, the Lambda function retrieves data from the DynamoDB database, which stores doctor-patient associations.

Knowledge Base 114

Knowledge Base Artificial Inteligence Lambda Authentication 114

AWS Machine Learning - AI

DECEMBER 22, 2023

Amazon Lex supplies the natural language understanding (NLU) and natural language processing (NLP) interface for the open source LangChain conversational agent embedded within an AWS Amplify website. Amazon Lex then invokes an AWS Lambda handler for user intent fulfillment. ConversationIndexTable – Tracks the conversation state.

Generative AI 110

Generative AI Lambda AWS Technical Review 110

Linux Academy

DECEMBER 5, 2019

For storage-intensive workloads, AWS Customers will have an opportunity to use smaller instance sizes and still meet EBS-optimized instance performance requirements, thereby saving costs. Athena executes federated queries using Athena Data Source Connectors that run on AWS Lambda. AWS Builder’s Library.

AWS 19

AWS Artificial Inteligence Machine Learning Linux 19

Stacks on Stacks

NOVEMBER 29, 2018

Lambda layers and runtime API are two new feature of AWS Lambda which open up fun possibilities for customizing the Lambda runtime and enable decreased duplication of code across Lambda functions. Layers is aimed at a common pain point teams hit as the number of Lambdas in their application grows.

Lambda 40

Lambda Serverless AWS Continuous Delivery 40

Modus Create

AUGUST 25, 2020

The AWS Acme Instant Tunnel application is one of Modus Labs ’ open source and emerging technologies projects that is designed to solve one common issue facing developers. Upon deletion, a DynamoDB stream triggers a separate Lambda function which will revoke security group ingress permissions for the expired lease. The Problem.

AWS 68

AWS Open Source Lambda Authentication 68

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. So, enumerating benefits of going serverless may vary because they depend on the vendor type (open-source or public) and the stack of serverless services offered.

Serverless 68

Serverless Azure AWS Architecture 68

AWS Machine Learning - AI

MARCH 20, 2025

Using Amazon Bedrock allows for iteration of the solution using knowledge bases for simple storage and access of call transcripts as well as guardrails for building responsible AI applications. This step is shown by business analysts interacting with QuickSight in the storage and visualization step through natural language.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

Stackery

MAY 22, 2019

We run a database server, media storage, and of course web application framework, all on our local machine. That means there’s no clear way to flag that a Lambda should switch from one environment to another, along with all of its attached resources. Functions/Serverless Functions/Lambdas. Cloudside Development. _What are they?

Serverless 74

Serverless Lambda AWS Resources 74

ParkMyCloud

MAY 23, 2019

AWS Firecracker was announced at AWS re:Invent in November 2018 as a new AWS open source virtualization technology. It’s also an important new component in the emerging world of serverless technologies and is used to enhance the backend implementation of Lambda and Fargate. ” What is AWS Firecracker?

Serverless 73

Serverless AWS Lambda Virtualization 73

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. Everything you need is also provided as open source in our GitHub repo. In particular, review the Lambda function code.

Knowledge Base 89

Knowledge Base Generative AI Artificial Inteligence Lambda 89

AWS Machine Learning - AI

AUGUST 26, 2024

An Amazon Cognito identity pool grants temporary access to the Amazon Simple Storage Service (Amazon S3) bucket. API Gateway instantiates an AWS Step Functions The state machine orchestrates the AI/ML services Amazon Transcribe and Amazon Bedrock and the NoSQL data store Amazon DynamoDB using AWS Lambda functions.

Generative AI 108

Generative AI AWS 3D Video 108

AWS Machine Learning - AI

JULY 30, 2024

We are excited to introduce Mediasearch Q Business, an open source solution powered by Amazon Q Business and Amazon Transcribe. Amazon EventBridge generates events on a repeating interval (every 2 hours, every 6 hours, and so on) These events invoke the Lambda function S3CrawlLambdaFunction.

Media 93

Media Lambda AWS Video 93

Stackery

FEBRUARY 28, 2019

The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. To put it another way, to be comprehensible and usable to developers of existing web apps, Lambdas need to have the normal abilities of a program running on an OS. How much damage could you possibly do? This is good!

Serverless 58

Serverless Lambda Policies AWS 58

Apiumhub

DECEMBER 11, 2023

Resource Conservation By reducing resource consumption (like server power and data storage), green tech helps conserve valuable resources. Consider serverless architectures like AWS Lambda or Azure Functions, which can automatically scale to match the workload, reducing idle resource consumption. Open Source Initiatives.

Energy 79

Energy Sustainability UI/UX Open Source 79

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. What do you do? Observability is a Problem for Serverless.

Serverless 58

Serverless Lambda Software Review AWS 58

AWS Machine Learning - AI

JUNE 21, 2024

eSentire has over 2 TB of signal data stored in their Amazon Simple Storage Service (Amazon S3) data lake. This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations. A foundation model (FM) is an LLM that has undergone unsupervised pre-training on a corpus of text.

Artificial Inteligence 109

Artificial Inteligence Generative AI AWS Serverless 109

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

Tamnoon

MARCH 17, 2025

AWS Lambda, API Gateway, and DynamoDB have revolutionized application development, eliminating infrastructure concerns and creating new security challenges. Overprivileged IAM Roles AWS IAM (Identity and Access Management) roles define what resources a Lambda function can access and are crucial to AWS security.

Serverless 52

Serverless AWS Lambda How To 52

Honeycomb

FEBRUARY 22, 2022

They aggregate well and take up a fixed amount of storage space. Some examples of the latter might be: Linux, Docker, MySql, Amazon RDS, Kafka, AWS Lambda, GCP gateways, memcache, CI/CD pipelines, Kubernetes, etc. Prometheus is the last, best open source metrics tool that will ever be built.

Software Review 111

Software Review Metrics Systems Review Hardware 111

Netflix Tech

JULY 30, 2019

and beyond By Anoop Panicker and Kishore Banala Conductor is a workflow orchestration engine developed and open-sourced by Netflix. This allows us to proactively push changes to the open source version while ensuring that the changes are fully functional and well-tested. As such, Conductor 2.x

Lambda 76

Lambda Weak Development Team Systems Review Metrics 76

AWS Machine Learning - AI

DECEMBER 22, 2023

We start off with a baseline foundation model from SageMaker JumpStart and evaluate it with TruLens , an open source library for evaluating and tracking large language model (LLM) apps. In development, you can use open source TruLens to quickly evaluate, debug, and iterate on your LLM apps in your environment.

Artificial Inteligence 105

Artificial Inteligence Training Off-The-Shelf Metrics 105

ParkMyCloud

JULY 15, 2020

Amazon S3 Storage: 5GB of standard storage. micro database usage using MySQL, PostgreSQL, MariaDB, Oracle BYOL, or SQL Server, 20 GB of General Purpose (SSD) database storage and 20 GB of storage for database backups and DB Snapshots. . Managed Disk Storage: 64 GB x 2 (P6 SSD) . Blob Storage: 5GB (LRS hot block) .

Azure 60

Azure Comparison AWS Google Cloud 60

Altexsoft

JUNE 1, 2020

This data can come from multiple sources and doesn’t require any processing or transformation before storage. In the first step, data sources are identified and data is ingested into an ELT pipeline. Next, the data is loaded, as-is, into the data lake or storage resource. Transformation may include: Anonymizing data.

Data 69

Data Cloud Azure Technical Review 69

Stacks on Stacks

FEBRUARY 28, 2019

The reality is, despite Lambdas running on a highly managed OS layer, that layer still exists and can be manipulated. To put it another way, to be comprehensible and usable to developers of existing web apps, Lambdas need to have the normal abilities of a program running on an OS. How much damage could you possibly do? This is good!

Serverless 40

Serverless Lambda AWS Policies 40

Linux Academy

DECEMBER 4, 2019

MAP for Windows provides prescriptive guidance, specialist consulting support, tooling, training, and services credits to help reduce the risk and cost of migrating to the cloud while providing pathways to modernize your Windows Server workloads on cloud-native and open-source technologies. Read more: [link]. API Gateway HTTP API.

AWS 12

AWS Windows Authentication Lambda 12

The Agile Monkey

DECEMBER 22, 2022

We want to share our experience with you, and for that we have created an open-source iOS app and an open-source Booster backend , as well as written two articles detailing the process. Before starting, it is recommended that you open our open-source repository and refer to it as a guide during this process.

Scalability 98

Scalability AWS Authentication Open Source 98

Ruminations of a Programmer

DECEMBER 31, 2014

You need to find clever ways to optimize your storage, employ algorithms and data structures that use sublinear space and yet deliver information in real time. Take for example Impala, the open source analytic database from Cloudera that works on top of Hadoop. And it has started making a difference.

Data 54

Data Artificial Inteligence Machine Learning Analytics 54

Modus Create

MAY 12, 2022

Open-Source and Hybrid Framework. Ionic is an entirely open-source development platform that builds cross-platform mobile, web, and desktop apps, all with one shared code base and open-web standards. Building an Android and iOS app using native technologies would entail twice the work, time, and team.

Mobile 75

Mobile Technical Review Serverless AWS 75