AWS Machine Learning - AI

OCTOBER 29, 2024

This solution uses decorators in your application code to capture and log metadata such as input prompts, output results, run time, and custom metadata, offering enhanced security, ease of use, flexibility, and integration with native AWS services.

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MagmaLabs

JANUARY 16, 2023

It is an open-source tool created by the AWS team. It uses the Construct Programming Model (CPM) to generate CloudFormation templates and materializes them as AWS resources when deployed. Install & Configure AWS CLI. NOTE: This requires an AWS role with policy/AdministratorAccess access. Prerequisites.

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AWS Machine Learning - AI

MARCH 13, 2025

AWS AppConfig , a capability of AWS Systems Manager, is used to store each of the agents tool context data as a single configuration in a managed data store, to be sent to the Converse API tool request. For more information about when to use AWS Config, see AWS AppConfig use cases.

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AWS Machine Learning - AI

NOVEMBER 21, 2024

We guide you through deploying the necessary infrastructure using AWS CloudFormation , creating an internal labeling workforce, and setting up your first labeling job. Solution overview This audio/video segmentation solution combines several AWS services to create a robust annotation workflow. We demonstrate how to use Wavesurfer.js

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Xebia

AUGUST 29, 2023

How does High-Performance Computing on AWS differ from regular computing? HPC services on AWS Compute Technically you could design and build your own HPC cluster on AWS, it will work but you will spend time on plumbing and undifferentiated heavy lifting. AWS has two services to support your HPC workload.

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Erik Bernhardsson

NOVEMBER 30, 2021

Here's a theory I have about cloud vendors (AWS, Azure, GCP): Cloud vendors 1 will increasingly focus on the lowest layers in the stack: basically leasing capacity in their data centers through an API. Redshift is a data warehouse (aka OLAP database) offered by AWS. If you're an ambitious person, do you go work at AWS?

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AWS Machine Learning - AI

MAY 30, 2024

Because Amazon Bedrock is serverless, you don’t have to manage infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. AWS Prototyping developed an AWS Cloud Development Kit (AWS CDK) stack for deployment following AWS best practices.

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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. Prerequisites To perform this solution, complete the following: Create and activate an AWS account. Make sure your AWS credentials are configured correctly. Install Python 3.7

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AWS Machine Learning - AI

APRIL 24, 2024

With AWS generative AI services like Amazon Bedrock , developers can create systems that expertly manage and respond to user requests. This post assesses two primary approaches for developing AI assistants: using managed services such as Agents for Amazon Bedrock , and employing open source technologies like LangChain.

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The Agile Monkey

JULY 4, 2019

Have you ever wondered whether your AWS Lambda could be faster if you used a different runtime? AWS Lambda allows us to execute code in the cloud without needing to provision anything. As an addition to all the available runtimes in AWS Lambda, AWS announced Custom Runtimes at Re:Invent 2018.

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CIO

JULY 18, 2024

We’re getting back into this frenetic spend mode that we saw in the early days of cloud,” observed James Greenfield, vice president of AWS Commerce Platform, at the FinOps X conference in San Diego in June. Storment, executive director of the FinOps Foundation, echoed the concern.

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Linux Academy

DECEMBER 5, 2019

The final day of AWS re:Invent, 2019. In our final day at AWS re:Invent, and last overview piece, we’re covering the final keynote in-depth. Overview of Werner Vogels Keynote: The Power of AWS Nitro. Under the hood, AWS continues to innovate and improve the performance of the latest generation of EC2 instances.

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Mentormate

MAY 12, 2020

As specified in the AWS Well-Architected framework , there are five distinct pillars in this regard: Operational Excellence, Security, Reliability, Performance Efficiency, and Cost Optimization. AWS Tagging Strategy. A recommended first step in optimizing cost is making use of AWS Tags. AWS Cost Explorer. AWS Budgets.

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CircleCI

DECEMBER 2, 2019

Teams looking to integrate AWS services with their CI/CD pipelines shouldn’t need to jump through hoops to set up a consistent workflow. To provide a comprehensive set of orbs for AWS users, we’ve also added a new orb just for AWS’ new Serverless Application Model (SAM) - the first simplified integration between a CI pipeline and AWS Lambda.

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The Crazy Programmer

SEPTEMBER 25, 2023

is a highly popular JavaScript open-source server environment used by many developers across the world. is a most loved and well-known open-source server environment. Try Render Vercel Earlier known as Zeit, the Vercel app acts as the top layer of AWS Lambda which will make running your applications easy.

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Dzone - DevOps

JUNE 15, 2023

This allows both humans and computers to discover and understand the capabilities of a service without requiring access to source code, additional documentation, or inspection of network traffic. Where OpenAPI deals with specification, Swagger implements the specification to describe a REST API.

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AWS Machine Learning - AI

FEBRUARY 9, 2024

Because Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with. You can deploy the solution in your own account using the AWS CDK.

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AWS Machine Learning - AI

MAY 7, 2024

Solution overview The entire infrastructure of the solution is provisioned using the AWS Cloud Development Kit (AWS CDK), which is an infrastructure as code (IaC) framework to programmatically define and deploy AWS resources. AWS CDK version 2.0

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Honeycomb

NOVEMBER 28, 2022

Today, we’re announcing the expansion of Honeycomb integrations with various AWS services. This update now covers a much wider swath of AWS services, makes it easier to integrate your AWS stack with Honeycomb, and with our new BubbleUp enhancements , you’ll be identifying and debugging hidden issues in your AWS stack faster than ever.

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InfoWorld

JANUARY 18, 2024

Since.NET became an open-source platform, it has finally delivered on its cross-platform promise. The recent evolution of.NET has been fun to watch. At the same time, support for Linux has given it more traction in the cloud-native space, with the latest releases supporting container runtimes.

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AWS Machine Learning - AI

JULY 10, 2024

From the AWS Management Console for Amazon Bedrock, you can start creating a knowledge base by choosing Create knowledge base. In Step 2: Configure data source , select Advanced (customization) under Chunking & parsing configuration s, as shown in the following image.

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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.

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AWS Machine Learning - AI

MARCH 20, 2025

Our partnership with AWS and our commitment to be early adopters of innovative technologies like Amazon Bedrock underscore our dedication to making advanced HCM technology accessible for businesses of any size. We are thrilled to partner with AWS on this groundbreaking generative AI project. John Canada, VP of Engineering at Asure.

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Stackery

JUNE 11, 2019

Here is my response to that question in the form of a dive into how the SAM CLI and how SAM local can indeed improve your development process of Lambdas, but require more to take advantage of the entire menu of AWS serverless…. Who is this Sam fellow and what does he have to do with AWS? Why would I want to run Lambdas locally?

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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.

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CircleCI

AUGUST 17, 2022

This tutorial covers: Creating a new AWS CDK application. Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. The AWS CDK framework provides libraries in most of the popular programming languages for all the major AWS services.

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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. The CIS security best practices for AWS (4.1) You can do this by running aws configure on the command line. The Problem. Our Solution.

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AWS Machine Learning - AI

SEPTEMBER 20, 2024

Infrastructure as code – You can use AWS CloudFormation or the AWS Cloud Development Kit (AWS CDK) to deploy and manage Amazon Bedrock agents. If required, the agent invokes one of two Lambda functions to perform a web search: SerpAPI for up-to-date events or Tavily AI for web research-heavy questions.

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AWS Machine Learning - AI

AUGUST 26, 2024

The rise of foundation models (FMs), and the fascinating world of generative AI that we live in, is incredibly exciting and opens doors to imagine and build what wasn’t previously possible. The solution uses AWS AI and machine learning (AI/ML) services, including Amazon Transcribe , Amazon SageMaker , Amazon Bedrock , and FMs.

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AWS Machine Learning - AI

JULY 2, 2024

For production use, it is recommended to use a more robust frontend framework such as AWS Amplify , which provides a comprehensive set of tools and services for building scalable and secure web applications. If the validation is successful, the Lambda function queries the knowledge base using the provided patient or list of patient’s IDs.

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ParkMyCloud

MAY 23, 2019

AWS Firecracker was announced at AWS re:Invent in November 2018 as a new AWS open source virtualization technology. It was described by the AWS Chief Evangelist Jeff Barr as “what a virtual machine would look like if it was designed for today’s world of containers and functions.”

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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. Now we have a range of cloud providers to choose from.

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AWS Machine Learning - AI

OCTOBER 23, 2024

The solution’s scalability quickly accommodates growing data volumes and user queries thanks to AWS serverless offerings. It also uses the robust security infrastructure of AWS to maintain data privacy and regulatory compliance. Amazon API Gateway routes the incoming message to the inbound message handler, executed on AWS Lambda.

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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. We use a CloudFormation stack to deploy the necessary resources in the us-east-1 AWS Region. Tokens are like digital certificates that prove who the user is and what they’re allowed to do.

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Stackery

SEPTEMBER 3, 2019

For those of you who joined a session or two, we hope you enjoyed the light, topical quippage from stellar hosts: AM Grobelny and Eric Johnson from AWS and Stackery’s Chase Douglas , Sam Goldstein , and Danielle Heberling. SSS: Serverless Confidence, AWS Proficiency. SSS Cliff’s Notes + AWS Product Glossary.

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AWS Machine Learning - AI

SEPTEMBER 24, 2024

Working with the AWS Generative AI Innovation Center , DoorDash built a solution to provide Dashers with a low-latency self-service voice experience to answer frequently asked questions, reducing the need for live agent assistance, in just 2 months. “We You can deploy the solution in your own AWS account and try the example solution.

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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.

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