AWS Machine Learning - AI

MARCH 13, 2025

Implementing the agent broker pattern The following diagram demonstrates how Amazon EventBridge and Lambda act as a central message broker, with the Amazon Bedrock Converse API to let a model use a tool in a conversation to dynamically route messages to appropriate AI agents.

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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 90

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AWS Machine Learning - AI

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval. Instead, use an IAM role, a Lambda authorizer , or an Amazon Cognito user pool.

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AWS Machine Learning - AI

OCTOBER 29, 2024

The CloudFormation template provisions resources such as Amazon Data Firehose delivery streams, AWS Lambda functions, Amazon S3 buckets, and AWS Glue crawlers and databases. Access the source code and documentation in our GitHub repository and start your integration journey.

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AWS Machine Learning - AI

APRIL 24, 2024

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. For direct device actions like start, stop, or reboot, we use the action-on-device action group, which invokes a Lambda function.

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Ooda Loop

AUGUST 16, 2024

Lambda, an AI infrastructure company forged out of the ashes of a third-party Google Glass facial recognition app has teamed up with Nous Research, a newish startup dedicated to creating “personalized, unrestricted AI,” to launch Hermes 3, a new fine-tuned version of Meta’s open source Llama 3.1-405

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Open Source Lambda Meeting Infrastructure 59

CIO

JULY 18, 2024

For example, CIOs on a budget can reduce generative AI costs by using open-source models, such as OpenAI and Lambda, which can be accessed from various marketplaces and offer several advantages, says Bern Elliott, a distinguished analyst at Gartner.

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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. Rust, Node.js 8.10, C# (.NET

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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…. How does SAM CLI run a local version of a Lambda? What do I need to do to run my Lambda code via the SAM CLI?

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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

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 Lambda function with business logic invokes the primary Lambda function.

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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

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.

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Hacker Earth Developers Blog

MARCH 3, 2020

The project started in 2010 and was open source from its initial days. It offers coroutines , high-order functions , lambdas and much more. Kotlin is an OSS statically typed programming language that targets the JVM, Android, JavaScript, and Native language. It is developed by JetBrains. The first official 1.0

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Software Review Systems Review Exercises Course 49

OverOps

NOVEMBER 28, 2018

Local Variable Syntax – Now for Lambda Parameters. Flight Recorder Goes Open Source. In this 30-minute webinar, we’ll go over our first impressions and share our thoughts on these Java 11 features: Garbage Collectors: Meet Epsilon and ZGC. Java EE and Jakarta – State of Enterprise Java. Watch Now.

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Lambda Open Source Meeting Enterprise 100

OverOps

NOVEMBER 28, 2018

Local Variable Syntax – Now for Lambda Parameters. Flight Recorder Goes Open Source. In this 30-minute webinar, we’ll go over our first impressions and share our thoughts on these Java 11 features: Garbage Collectors: Meet Epsilon and ZGC. Java EE and Jakarta – State of Enterprise Java. Watch Now.

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Lambda Open Source Meeting Enterprise 100

Erik Bernhardsson

NOVEMBER 30, 2021

Slightly larger companies like Uber, Netflix, and Airbnb have a history of teams leaving to commercialize internal tools (often through the intermediate step of open sourcing it). This isn't exactly a new idea—Heroku launched in 2007, and AWS Lambda in 2014. Maybe owning the lowest layer isn't so bad?

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Cloud AWS Weak Development Team Serverless 351

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.

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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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The Crazy Programmer

AUGUST 26, 2019

It uses Microsoft’s TypeScript language which has many advantages like type declarations, type checking, object-oriented features and the benefits of ES6 like iterators and lambdas. It is an open-source, JavaScript-based, best framework for web app development. Cons: It is a little complex to configure as compared to AngularJS.

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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.

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Artificial Inteligence Meeting AWS Generative AI 124

CircleCI

AUGUST 17, 2022

Adding a Lambda authorizer and defining CDK constructs. You can also learn how to automate AWS Lambda function deployments to AWS CDK. AWS Cloud Development Kit (AWS CDK) is an open-source framework that allows you to use the programming language of your choice to define and deploy your cloud resources. Prerequisites.

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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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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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Development Software Review Technical Review Systems Review 52

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.

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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.

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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.

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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.

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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. You can trigger the processing of these invoices using the AWS CLI or automate the process with an Amazon EventBridge rule or AWS Lambda trigger.

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Software Review Technical Review AWS Artificial Inteligence 101

Mentormate

MAY 12, 2020

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. As MentorMate is designated as an AWS Lambda Delivery Partner, we can help you build a well-architected serverless solution. Rearchitecting. Relational Databases.

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CircleCI

DECEMBER 2, 2019

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. Orbs are open source, so adding functionality to an existing orb is just a matter of getting your PR approved and merged.

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Hacker Earth Developers Blog

MARCH 3, 2020

The project started in 2010 and was open source from its initial days. It offers coroutines , high-order functions , lambdas and much more. Kotlin is an OSS statically typed programming language that targets the JVM, Android, JavaScript, and Native language. It is developed by JetBrains. The first official 1.0

Software Review 189

Software Review Systems Review Exercises Course 189

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.

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Xebia

AUGUST 29, 2023

Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS ParallelCluster AWS ParallelCluster is an open-source cluster management tool that simplifies the creation and management of high-performance computing (HPC) clusters.

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AWS Performance Storage Linux 147

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.

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Serverless Azure AWS Architecture 68

CircleCI

NOVEMBER 7, 2022

The Serverless framework is an open-source framework written in Node.js that simplifies the development and deployment of AWS Lambda functions. file with a basic Lambda handler and a serverless.yml file with the config for your application. Lambda function. Running the tests locally. Creating a Node.js

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O'Reilly Media - Ideas

JANUARY 22, 2019

Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud. It does have a lot going for it, though—namely, that it’s open source and portable between cloud providers. Rather than replace current approaches, however, the goal of AIOps is to enhance these processes by consolidating, automating, and updating them.

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