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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TechCrunch

MARCH 4, 2023

Experts across climate, mobility, fintech, AI and machine learning, enterprise, privacy and security, and hardware and robotics will be in attendance and will have fascinating insights to share. But is it possible for a smaller open source project to find its way into this land of commercial opportunity?

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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.

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CIO

FEBRUARY 3, 2023

Many RPA platforms offer computer vision and machine learning tools that can guide the older code. Major features: Pay-as-you-go pricing simplifies adoption Major use cases: Chatbot management; front-, middle-, and back-office document processing AWS Lambda The Amazon cloud is filled with options for data processing.

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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

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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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. To learn more about PrivateLink, see Use AWS PrivateLink to set up private access to Amazon Bedrock. In addition, it aggregates the invocations per model and costs by each team.

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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++. Recommended Resources: Unity Learn. Unreal Engine Online Learning. R : A statistical programming language designed for data analysis, visualization, and machine learning.

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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.

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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 117

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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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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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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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 Machine Learning (ML) Embark program Launched.

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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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AWS Machine Learning - AI

MARCH 20, 2025

Amazon Bedrock offers fine-tuning capabilities that allow you to customize these pre-trained models using proprietary call transcript data, facilitating high accuracy and relevance without the need for extensive machine learning (ML) expertise. Ragas is an open source evaluation framework that helps evaluate FM-generated text.

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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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O'Reilly Media - Ideas

AUGUST 2, 2022

Researchers have used reinforcement learning to build a robotic dog that learns to walk on its own in the real world (i.e., Princeton held a workshop on the reproducibility crisis that the use of machine learning is causing in science. Benchmarks, training code, and models are all open source.

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Mentormate

JANUARY 7, 2021

Below is a review of the main announcements that impact compute, database, storage, networking, machine learning, and development. As an AWS Advanced Consulting partner , MentorMate embraces continuous learning as much as AWS does. 1ms Billing Granularity Adds Cost Savings to AWS Lambda. AWS IoT Greengrass 2.0

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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. ConversationIndexTable – Tracks the conversation state.

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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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Generative AI Lambda Applications AWS 98

O'Reilly Media - Ideas

JANUARY 22, 2019

This practice incorporates machine learning in order to make sense of data and keep engineers informed about both patterns and problems so they can address them swiftly. Knative vs. AWS Lambda vs. Microsoft Azure Functions vs. Google Cloud.

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Systems Review Trends Engineering System 99

Mentormate

MAY 12, 2020

Scaling can be scheduled ahead of time and one of the latest features, Predictive Scaling for EC2 , is even powered by machine learning algorithms. 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. Rearchitecting.

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AWS Machine Learning - AI

JUNE 21, 2024

This system uses AWS Lambda and Amazon DynamoDB to orchestrate a series of LLM invocations. To accomplish this, the application integrates with an open sourced eSentire LLM Gateway project to monitor the interactions with customer queries, backend agent actions, and application responses.

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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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O'Reilly Media - Ideas

MAY 3, 2022

FOMO (Faster Objects, More Objects) is a machine learning model for object detection in real time that requires less than 200KB of memory. It’s part of the TinyML movement: machine learning for small embedded systems. This will be invaluable for anyone working on AI for virtual reality.

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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 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.

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AWS Machine Learning - AI

AUGUST 26, 2024

The solution uses AWS AI and machine learning (AI/ML) services, including Amazon Transcribe , Amazon SageMaker , Amazon Bedrock , and FMs. We store the input dataset in an S3 bucket (video dataset) and use RTMPose and a PyTorch-based pose estimation open source toolkit to generate the ASL avatar videos.

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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. Amazon EventBridge generates events on a repeating interval (every 2 hours, every 6 hours, and so on) These events invoke the Lambda function S3CrawlLambdaFunction.

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Media Lambda AWS Video 93

AWS Machine Learning - AI

DECEMBER 6, 2023

To do this, you can use Amazon Textract , which is a machine learning (ML) service that provides mature APIs for text, tables, and forms extraction from digital and handwritten inputs. You can refer to the Lambda function on GitHub for the concrete implementation of the agent and tools described in this part.

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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 ). Her skills and areas of expertise include data science, machine learning, and big data.

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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.

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AWS Machine Learning - AI

OCTOBER 1, 2024

Amplify consists of a set of tools (open source framework, visual development environment, console) and services (web application and static website hosting) to accelerate the development of mobile and web applications on AWS. Eitan Sela is a Machine Learning Specialist Solutions Architect with Amazon Web Services.

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Serverless Artificial Inteligence AWS Software Review 74

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. Learn more here: [link].

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Ruminations of a Programmer

DECEMBER 31, 2014

Take for example Impala, the open source analytic database from Cloudera that works on top of Hadoop. Various architectural paradigms like the lambda architecture also target to address this niche area. And it has started making a difference. We are not only processing bigger and bigger data set, we need results faster too.

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Altexsoft

JUNE 1, 2020

Data lakes are repositories used to store massive amounts of data, typically for future analysis, big data processing, and machine learning. You will also learn what are the essential building blocks of a data lake architecture, and what cloud-based data lake options are available on AWS, Azure, and GCP. What Is a Data Lake?

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Data Cloud Azure Technical Review 69