AWS Machine Learning - AI

MARCH 20, 2025

Ragas is an open source evaluation framework that helps evaluate FM-generated text. The human-in-the-loop UI plus Ragas metrics proved effective to evaluate outputs of FMs used throughout the pipeline. In addition, traditional ML metrics were used for Yes/No answers. and Anthropics Claude Haiku 3.

Generative AI 69

Generative AI Artificial Inteligence Metrics AWS 69

Honeycomb

FEBRUARY 22, 2022

A long time ago, in a galaxy far, far away, I said a lot of inflammatory things about metrics. Metrics are s**t salad.”. Metrics are simply nerfed dimensions.”. Metrics suck ,” “metrics are legacy ,” “metrics and time series aggregates will f **g kneecap you.”. Metrics aren’t worthless; they’re just limited.

Software Review 111

Software Review Metrics Systems Review Hardware 111

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. Every time a new recording is uploaded to this folder, an AWS Lambda Transcribe function is invoked and initiates an Amazon Transcribe job that converts the meeting recording into text.

Artificial Inteligence 117

Artificial Inteligence Meeting AWS Generative AI 117

Linux Academy

DECEMBER 5, 2019

AWS Nitro has also enabled other powerful AWS services including AWS Outposts (AWS Infrastructure and service brought to your data center) and FireCracker (Virtualization Technology and Open Source Project for Running lightweight Multi-Tenant Container Workloads). AWS Builder’s Library.

AWS 19

AWS Artificial Inteligence Machine Learning Linux 19

Mentormate

MAY 12, 2020

AutoScaling can be manually triggered or triggered by a metric like average CPU usage. The true power of the service is that you commit to compute resources (Amazon EC2, AWS Fargate, and AWS Lambda), and not to a specific EC2 instance type of family. Paying less for licenses and migrating to open-source databases is also a win.

AWS 98

AWS Cloud Serverless Lambda 98

Honeycomb

NOVEMBER 28, 2022

As a Honeycomb Pro or Enterprise user, you can also send metrics to Honeycomb from any AWS service that publishes metrics to CloudWatch Metrics. These integrations use a combination of serverless technologies, including AWS Kinesis Data Firehose and AWS Lambda , so that you don’t have to run extra infrastructure or agents.

AWS 98

AWS Metrics Lambda Infrastructure 98

AWS Machine Learning - AI

SEPTEMBER 20, 2024

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. The Lambda function retrieves the API secrets securely from Secrets Manager, calls the appropriate search API, and processes the results.

Generative AI 98

Generative AI Lambda Applications AWS 98

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

AUGUST 26, 2024

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. We can call the Amazon Bedrock API directly from the Step Functions workflow to save on Lambda compute cost.

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

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

Honeycomb

JUNE 1, 2023

In a simple deployment, an application will emit spans, metrics, and logs which will be sent to api.honeycomb.io This also adds the blue lines, which denote metrics data. The metrics are periodically emitted from applications that don’t contribute to traces, such as a database. and show up in charts.

Load Balancer 111

Load Balancer Metrics Network Cloud 111

AWS Machine Learning - AI

OCTOBER 2, 2024

You can securely integrate and deploy generative AI capabilities into your applications using services such as AWS Lambda , enabling seamless data management, monitoring, and compliance (for more details, see Monitoring and observability ). To learn more, see Log Amazon Bedrock API calls using AWS CloudTrail.

Generative AI 107

Generative AI Artificial Inteligence AWS Government 107

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 6, 2023

When answering a new question in real time, the input question is converted to an embedding, which is used to search for and extract the most similar chunks of documents using a similarity metric, such as cosine similarity, and an approximate nearest neighbors algorithm. The search precision can also be improved with metadata filtering.

Artificial Inteligence 113

Artificial Inteligence Analytics Knowledge Base Lambda 113

Perficient

DECEMBER 21, 2023

The platform’s openness allows users to create custom integrations through the Datadog API. The open-source nature of the Datadog Agent ensures a uniform approach to data treatment across the platform. Users can set up alerts based on metric thresholds, integration availability, network endpoints, and more.

Serverless 52

Serverless Metrics Testing Lambda 52

LeanEssays

JULY 14, 2019

The implications were clear: Perhaps in the end the open-source culture will triumph not because cooperation is morally right…. but simply because the commercial world cannot win an evolutionary arms race with open-source communities that can put orders of magnitude more skilled time into a problem.

Software Review 91

Software Review Software Engineering Weak Development Team Continuous Delivery 91

Modus Create

APRIL 27, 2020

Invest in Open Source. Chances are you will be using a lot of Open Source projects that are self-funded, such as React Router, Webpack, Babel, and others. Good examples are AWS Lambda or Cloudflare Workers. Consider managing performance metrics via open-source budgeting tools like Modus Gimbal.

Technical Review 65

Technical Review Software Review Quality Assurance Systems Review 65

Mike Roberts

MARCH 14, 2018

The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

Mike Roberts

MARCH 14, 2018

The general goal of SAR is to make it easier to distribute, and consume, applications that have been developed using AWS Serverless products, like Lambda. Finally, SAR isn’t just the “Lambda Blueprints” catalogue rebranded?—?it’s the Serverless Application Repository (SAR)?—?at at re:Invent 2017. it’s much more than that.

Serverless 40

Serverless AWS Applications Lambda 40

Cloud Conformity

DECEMBER 11, 2018

CloudWatch collects monitoring and operational data in the form of logs, metrics, and events, providing you with a unified view of AWS resources, applications and services that run on AWS, and on-premises servers. You’re able to now track tag changes without the need for continuous API calls and to set up triggers for AWS Lambda events.

AWS 40

AWS Metrics Systems Review Lambda 40

Gorilla Logic

SEPTEMBER 5, 2019

Currently, there are many frameworks and platforms for serverless solutions, such as AWS Lambda (Amazon), Azure Functions (Microsoft), Cloud Functions (Google), Cloudflare Workers (Cloudflare), and OpenWhisk (IBM). It’s important to mention that, even though it’s open-source, it has the support of Oracle. Fn Project .

Serverless 12

Serverless Cloud Software Review Azure 12

Netflix Tech

MAY 21, 2019

Lerner, as a web-service, relies on Amazon Web Services (AWS) and Netflix’s Open Source Software (OSS) tools. To maintain the quality of Lerner APIs, we are using the server-less paradigm for Lerner’s own integration testing by utilizing AWS Lambda. We use Spinnaker to deploy instances and host the API containers on Titus ?—?which

Testing 65

Testing Training Continuous Integration AWS 65

Trigent

APRIL 7, 2022

Some of the top-rated serverless solutions are AWS-Lambda and Google-Cloud-functions. Factor in the limited options to use open source – Using open source modules and libraries can be a considerable cost and time saver. If things failed, it was NOT due to provisioning and capacity.

Serverless 52

Serverless Cloud Architecture Software Review 52

ParkMyCloud

JULY 15, 2020

For the always-free option, you’ll find a number of products as well, some of these include: AWS Lambda: 1 million free compute requests per month and up to 3.2 Amazon CloudWatch: 10 custom metrics and alarms per month, 1,000,000 API requests, 5GB of Log Data Ingestion and Log Data Archive and 3 Dashboards with up to 50 metrics.

Azure 60

Azure Comparison AWS Google Cloud 60

Daniel Bryant

SEPTEMBER 2, 2018

This tool provides a CLI and Docker-based replication of a production serverless environment in order to enable the efficient local development of AWS Lambda functions that use associated AWS services such as Amazon API Gateway and DynamoDB. The simulated local development infrastructure pattern can be seen with AWS SAM Local.

Software Review 40

Software Review Systems Review Technical Review Cloud 40

CircleCI

MAY 27, 2022

The leading offerings are AWS Lambda , Azure Functions , and Google Cloud Functions , each with many integrations within the associated ecosystems. Kubernetes, an open-source orchestration system, can horizontally scale containers in seconds. They are ideal for providing API endpoints or microservices. What are containers?

Serverless 52

Serverless Applications Technical Review Microservices 52

ParkMyCloud

AUGUST 29, 2019

In this workshop, we show you how to deploy a question-and-answer bot using two open-source projects: QnABot and Lex-Web-UI. You enhance this solution using AWS Lambda and integrate it with Amazon Connect. Learn about the strategies that Stitch Fix used and how it incorporated logs, metrics, and traces into these strategies. .

AWS 12

AWS How To Serverless Microservices 12

Openxcell

FEBRUARY 18, 2021

The establishment of functional programming is lambda calculus, which recursion to play out the calculations and utilizations restrictive articulations. Here, we have the most popular programming languages list based on various metrics, such as popularity, career-prospects, open-source, trends, career-prospects, etc.

Programming 52

Programming Software Review Development PHP 52

Hypergrid

JANUARY 16, 2019

Each AWS service is billed separately, using its own metric. Most services are straightforward – e.g. an EC2 instance is billed per second; some are a bit more complex – e.g. Lambda is priced both per invocation and per GB-sec used. There are a number of open source projects that can help you make sense of the data.

AWS 40

AWS Report Lambda Resources 40

Modus Create

AUGUST 17, 2022

AWS provides a few native tools that can help you gather cost data and system metrics to identify cost-related inefficiencies in your setup: AWS Cost Explorer. Compute Savings Plans automatically apply to EC2 instance usage regardless of instance family, size, AZ, region, OS, or tenancy, and also apply to Fargate and Lambda usage.

AWS 40

AWS Serverless Load Balancer Lambda 40

Hypergrid

JANUARY 16, 2019

Each AWS service is billed separately, using its own metric. Most services are straightforward – e.g. an EC2 instance is billed per second; some are a bit more complex – e.g. Lambda is priced both per invocation and per GB-sec used. There are a number of open source projects that can help you make sense of the data.

AWS 40

AWS Report Lambda Resources 40

Linux Academy

JUNE 25, 2019

We’ll build a foundation of general monitoring concepts, then get hands-on with common metrics across all levels of our platform. Towards the end of the course, the student will experience using CloudFormation with other technologies like Docker, Jenkins, and Lambda. Database Essentials. Google Cloud Concepts.

Linux 60

Linux Course Cloud Google Cloud 60

Instaclustr

JUNE 4, 2019

At Instaclustr, we constantly push ourselves to test the limits of the performance and scalability of the open source technologies our Managed Platform offers. If you are looking for a business metric, from the business application standpoint, here it is – The system processed a massive 19 Billion events per day (19 x 10^9).

Scalability 29

Scalability Open Source AWS Applications 29

Netlify

SEPTEMBER 30, 2021

These fine folks architect the scalable build system workflows, edge routing, telemetry, metrics, account management, lambda functions, and so much more that everything depends on. But did you know that a big chunk of Netlify’s engineering team is in the backend?

Engineering 52

Engineering Technical Review Software Review Systems Review 52

TIBCO - Connected Intelligence

MAY 19, 2021

This includes tools to manage and automate application deployment, service registry and discovery, tracing and debugging, and metrics collection. The large number of available commercial and open-source offerings gives your business the flexibility to choose the best-fit solution for your unique requirements.

Architecture 26

Architecture Applications Cloud Microservices 26

LaunchDarkly

SEPTEMBER 20, 2019

Our Chaos Monkey was like a Python script in AWS Lambda. Unfortunately, this Python script, Lambda, not really going to cut it in this day and age, especially as we move to Kubernetes. We will probably Open Source this in the coming months. If you look at chaos engineering, like.1 They would come through, kill some nodes.

Engineering 9

Engineering Weak Development Team Development Team Review Testing 9