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.

Generative AI 113

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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 100

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AWS Machine Learning - AI

OCTOBER 29, 2024

Although the implementation is straightforward, following best practices is crucial for the scalability, security, and maintainability of your observability infrastructure. Access the source code and documentation in our GitHub repository and start your integration journey.

Generative AI 113

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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.

Artificial Inteligence 137

Artificial Inteligence Lambda Knowledge Base IoT 137

The Agile Monkey

DECEMBER 22, 2022

However, these tools may not be suitable for more complex data or situations requiring scalability and robust business logic. 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.

Scalability 98

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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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Perficient

FEBRUARY 17, 2025

React : A JavaScript library developed by Facebook for building fast and scalable user interfaces using a component-based architecture. Technologies : Node.js : A JavaScript runtime that allows developers to build fast, scalable server-side applications using a non-blocking, event-driven architecture.

Development 52

Development Software Review Technical Review Systems Review 52

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 135

Knowledge Base Artificial Inteligence Lambda Applications 135

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.

Serverless 180

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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.

Software Review 110

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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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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 131

Artificial Inteligence Meeting AWS Generative AI 131

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 130

Knowledge Base Artificial Inteligence Applications Lambda 130

AWS Machine Learning - AI

MARCH 20, 2025

The Asure team was manually analyzing thousands of call transcripts to uncover themes and trends, a process that lacked scalability. Staying ahead in this competitive landscape demands agile, scalable, and intelligent solutions that can adapt to changing demands.

Generative AI 87

Generative AI Artificial Inteligence Metrics AWS 87

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.

Knowledge Base 131

Knowledge Base Artificial Inteligence Lambda Authentication 131

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Integration with AWS Services: AWS Batch seamlessly integrates with other AWS services, such as Amazon S3, AWS Lambda, and Amazon DynamoDB. AWS has two services to support your HPC workload.

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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. 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.

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Lambda Knowledge Base Generative AI AWS 93

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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Mentormate

JANUARY 7, 2021

We empower ourselves to monitor and test these new service releases and seek ways to help our clients become more successful through improved security, scalability, resiliency, and cost-optimization. 1ms Billing Granularity Adds Cost Savings to AWS Lambda. Container Image Support in AWS Lambda. AWS IoT Greengrass 2.0

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AWS Lambda Software Review Serverless 98

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 113

Media Lambda AWS Video 113

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 101

Knowledge Base Generative AI Artificial Inteligence Lambda 101

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

Mobilunity

APRIL 7, 2025

Java, being one of the most versatile, secure, high-performance, and widely used programming languages in the world, enables businesses to build scalable, platform-independent applications across industries. Meantime, beyond that, several recent trends are further accelerating this process. See them explained below.

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UI/UX Technical Review Development Software Review 40

ParkMyCloud

AUGUST 6, 2020

This public dedication to open-source technology gave Kubernetes instant nerd bonus points, and it being used internally at one of the largest software companies in the world made it the hot new thing. So, do you need Kubernetes? You’re (Probably) Not Google.

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Serverless Blockchain Open Source Lambda 63

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

Gorilla Logic

OCTOBER 21, 2022

It has been open source since the first commit and was announced as a top-level project by Apache in 2019. Scalable : the architecture uses a message queue system to run an arbitrary number of workers. Apache Airflow was started by Airbnb in 2014 as a solution to manage complex data workflows.

Scalability 52

Scalability Data Examples Lambda 52

Mentormate

JANUARY 17, 2019

For the latter, I found it to be a good framework for thinking about “Enterprise Ready” topics such as scalability, security, and reliability. Along the way, I learned that there was much more to do and learn, so I tackled the online training and free online test for the TCO & Cloud Economics and Well-Architected Framework. NET and SQL.

Cloud 67

Cloud AWS Lambda Conference 67

AWS Machine Learning - AI

DECEMBER 6, 2023

We suggest using SQL to store this information and retrieve answers due to its popularity, ease of use, and scalability. You can refer to the Lambda function on GitHub for the concrete implementation of the agent and tools described in this part. In this case, we grant read-only access.

Artificial Inteligence 126

Artificial Inteligence Analytics Knowledge Base Lambda 126

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 ).

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Generative AI Artificial Inteligence AWS Government 127

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

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. And with open source tools, you can even build some automated deploy tools. Stackery Serverless Canvas.

Serverless 40

Serverless AWS DevOps Tools 40

Gorilla Logic

APRIL 19, 2022

It simplifies the interaction with your app and provides a set of plugins that help you create a scalable, robust, and stable test suite.” . Compared to many automation tools, WebDriverIO is a truly open-source project that is run with open governance and owned by a non-profit entity called OpenJS Foundation.

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Open Source Mobile Testing PHP 59

Netflix Tech

MAY 21, 2019

Solution We built a system called Lerner that consists of a set of microservices and a python library that allows scalable agent training and inference for test case scheduling. We wanted the to tool be available as a standalone library as well as scalable API service. which allows fast deployment times and rapid scalability.

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. Serverless architecture appropriate for the complexity and scale – If you have a very simple app that does not require significant performance scalability, then a serverless architecture could be more expensive in terms of development and maintenance.

Serverless 52

Serverless Cloud Architecture Software Review 52

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. Log Management Log Management in Datadog is a powerful tool for handling logs in real time.

Serverless 52

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Perficient

FEBRUARY 13, 2024

It was developed by the creators of Apache Spark, an open-source big data processing framework. Dolly is an open-source Large Language Model (LLM) that generates text and follows natural language instructions. rdd.flatMap(lambda x: x).collect() This is where Dolly comes into play. What is Dolly?

Artificial Inteligence 52

Artificial Inteligence Analytics Machine Learning Testing 52

Gorilla Logic

NOVEMBER 6, 2019

Are you confident enough they will be reliable, resilient, and scalable? Apache Kafka is an open source project that Confluent has packed in an elegant platform. Or, let’s say you need to do some data operations in AWS Lambda, just use the AWS lambda connector. Would you still trust your cool scripts?

Data 51

Data How To Lambda AWS 51