AWS Machine Learning - AI

APRIL 23, 2025

National Laboratory has implemented an AI-driven document processing platform that integrates named entity recognition (NER) and large language models (LLMs) on Amazon SageMaker AI. In this post, we discuss how you can build an AI-powered document processing platform with open source NER and LLMs on SageMaker.

Artificial Inteligence 66

Artificial Inteligence Open Source AWS Serverless 66

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. You can also bring your own customized models and deploy them to Amazon Bedrock for supported architectures. Alternatively, you can use AWS Lambda and implement your own logic, or use open source tools such as fmeval.

Generative AI 113

Generative AI AWS Artificial Inteligence Enterprise 113

AWS Machine Learning - AI

JUNE 18, 2024

Traditional neural network models like RNNs and LSTMs and more modern transformer-based models like BERT for NER require costly fine-tuning on labeled data for every custom entity type. By using the model’s broad linguistic understanding, you can perform NER on the fly for any specified entity type.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Machine Learning 126

Dzone - DevOps

FEBRUARY 5, 2023

Welcome to our tutorial on deploying a machine learning (ML) model on Amazon Web Services (AWS) Lambda using Docker. In this tutorial, we will walk you through the process of packaging an ML model as a Docker container and deploying it on AWS Lambda, a serverless computing service. So, let’s get started!

Artificial Inteligence 98

Artificial Inteligence Machine Learning Lambda AWS 98

AWS Machine Learning - AI

NOVEMBER 1, 2024

Retrieving application inference profile ARN based on the tags for Model invocation Organizations often use a generative AI gateway or large language model proxy when calling Amazon Bedrock APIs, including model inference calls. Dhawal Patel is a Principal Machine Learning Architect at AWS.

Generative AI 141

Generative AI AWS Artificial Inteligence Budget 141

AWS Machine Learning - AI

FEBRUARY 11, 2025

The following diagram illustrates an example architecture for ingesting data through an endpoint interfacing with a large corpus. Step Functions orchestrates AWS services like AWS Lambda and organization APIs like DataStore to ingest, process, and store data securely. The fetched data is put into an S3 data store bucket for processing.

Knowledge Base 98

Knowledge Base Lambda Enterprise AWS 98

AWS Machine Learning - AI

APRIL 1, 2025

AI agents extend large language models (LLMs) by interacting with external systems, executing complex workflows, and maintaining contextual awareness across operations. In the first flow, a Lambda-based action is taken, and in the second, the agent uses an MCP server.

Generative AI 134

Generative AI AWS Artificial Inteligence Software Review 134

AWS Machine Learning - AI

APRIL 30, 2025

With advancement in AI technology, the time is right to address such complexities with large language models (LLMs). Amazon Bedrock has helped democratize access to LLMs, which have been challenging to host and manage. Data sanitization workflow kicks off using AWS Step Functions consisting of AWS Lambda functions.

Artificial Inteligence 95

Artificial Inteligence Technical Review Software Review Generative AI 95

AWS Machine Learning - AI

JANUARY 13, 2025

This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution. Enhancing the capabilities of IDP is the integration of generative AI, which harnesses large language models (LLMs) and generative techniques to understand and generate human-like text.

Education 110

Education Report Technical Review Generative AI 110

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. She leads machine learning projects in various domains such as computer vision, natural language processing, and generative AI.

Generative AI 113

Generative AI Applications AWS Knowledge Base 113

AWS Machine Learning - AI

MAY 2, 2025

The use of a multi-agent system, rather than relying on a single large language model (LLM) to handle all tasks, enables more focused and in-depth analysis in specialized areas. The initial step involves creating an AWS Lambda function that will integrate with the Amazon Bedrock agents CreatePortfolio action group.

Real Estate 87

Real Estate Artificial Inteligence Knowledge Base Lambda 87

AWS Machine Learning - AI

MARCH 13, 2025

Advancements in multimodal artificial intelligence (AI), where agents can understand and generate not just text but also images, audio, and video, will further broaden their applications. This post will discuss agentic AI driven architecture and ways of implementing.

Artificial Inteligence 94

Artificial Inteligence Lambda Generative AI Travel 94

AWS Machine Learning - AI

MAY 2, 2025

Object recognition with Amazon Rekognition As soon as the image is stored in the S3 bucket, Amazon Rekognition , a powerful computer vision and machine learning service, is triggered. Lambda : A Lambda function was deployed behind the API gateway to handle incoming web requests from the mobile app.

Generative AI 88

Generative AI AWS Lambda Authentication 88

AWS Machine Learning - AI

OCTOBER 29, 2024

To address this consideration and enhance your use of batch inference, we’ve developed a scalable solution using AWS Lambda and Amazon DynamoDB. We walk you through our solution, detailing the core logic of the Lambda functions. Amazon S3 invokes the {stack_name}-create-batch-queue-{AWS-Region} Lambda function.

Scalability 128

Scalability Lambda Generative AI AWS 128

AWS Machine Learning - AI

APRIL 1, 2025

Model Context Protocol (MCP) is a standardized open protocol that enables seamless interaction between large language models (LLMs), data sources, and tools. It helps provide clear plans for building AWS solutions and can federate to other MCP servers as needed.

AWS 119

AWS Software Review Knowledge Base Artificial Inteligence 119

Cloudera

JANUARY 6, 2021

Python is used extensively among Data Engineers and Data Scientists to solve all sorts of problems from ETL/ELT pipelines to building machine learning models. employeeMap = employeeRDD.map( lambda x: Row( key = int (x[ 0 ]) , empId =x[ 1 ] , empName =x[ 2 ] , empState =x[ 3 ])). Introduction. from pyspark.sql import Row.

Artificial Inteligence 133

Artificial Inteligence Machine Learning Data Applications 133

CIO

OCTOBER 18, 2023

“IDH holds a potentially severe immediate risk for patients during dialysis and therefore requires immediate attention from staff,” says Hanjie Zhang, director of computational statistics and artificial intelligence at the Renal Research Institute, a joint venture of Fresenius North America and Beth Israel Medical Center. “As

Artificial Inteligence 200

Artificial Inteligence Analytics Machine Learning Artificial Intelligence 200

AWS Machine Learning - AI

JULY 3, 2024

Generative AI and transformer-based large language models (LLMs) have been in the top headlines recently. These models demonstrate impressive performance in question answering, text summarization, code, and text generation. Amazon Lambda : to run the backend code, which encompasses the generative logic.

Artificial Inteligence 131

Artificial Inteligence Generative AI Lambda Healthcare 131

AWS Machine Learning - AI

NOVEMBER 7, 2024

AI agents , powered by large language models (LLMs), can analyze complex customer inquiries, access multiple data sources, and deliver relevant, detailed responses. The Lambda function processes the OpenSearch Service results and formats them for the Amazon Bedrock agent.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

NOVEMBER 13, 2024

The solution also uses Amazon Cognito user pools and identity pools for managing authentication and authorization of users, Amazon API Gateway REST APIs, AWS Lambda functions, and an Amazon Simple Storage Service (Amazon S3) bucket. To launch the solution in a different Region, change the aws_region parameter accordingly.

Generative AI 131

Generative AI AWS Lambda Authentication 131

AWS Machine Learning - AI

NOVEMBER 21, 2024

This granular input helps models learn how to produce speech that sounds natural, with appropriate pacing and emotional consistency. Pre-annotation and post-annotation AWS Lambda functions are optional components that can enhance the workflow. On the SageMaker console, choose Create labeling job. Give your job a name.

Video 100

Video Lambda AWS Generative AI 100

AWS Machine Learning - AI

MAY 17, 2024

Generative AI is a type of artificial intelligence (AI) that can be used to create new content, including conversations, stories, images, videos, and music. Like all AI, generative AI works by using machine learning models—very large models that are pretrained on vast amounts of data called foundation models (FMs).

Generative AI 137

Generative AI Artificial Inteligence Systems Review Software Review 137

AWS Machine Learning - AI

MARCH 5, 2025

These assistants can be powered by various backend architectures including Retrieval Augmented Generation (RAG), agentic workflows, fine-tuned large language models (LLMs), or a combination of these techniques. To learn more about FMEval, see Evaluate large language models for quality and responsibility of LLMs.

Generative AI 76

Generative AI Systems Review Artificial Inteligence Software Review 76

AWS Machine Learning - AI

MARCH 4, 2025

Customizable Uses prompt engineering , which enables customization and iterative refinement of the prompts used to drive the large language model (LLM), allowing for refining and continuous enhancement of the assessment process. The WAFR reviewer, based on Lambda and AWS Step Functions , is activated by Amazon SQS.

Generative AI 115

Generative AI Technical Review Software Review Systems Review 115

AWS Machine Learning - AI

MAY 14, 2024

Recent advances in artificial intelligence have led to the emergence of generative AI that can produce human-like novel content such as images, text, and audio. These models are pre-trained on massive datasets and, to sometimes fine-tuned with smaller sets of more task specific data.

Generative AI 120

Generative AI Artificial Inteligence AWS Applications 120

AWS Machine Learning - AI

JUNE 21, 2024

To accomplish this, eSentire built AI Investigator, a natural language query tool for their customers to access security platform data by using AWS generative artificial intelligence (AI) capabilities. Therefore, eSentire decided to build their own LLM using Llama 1 and Llama 2 foundational models.

Artificial Inteligence 126

Artificial Inteligence Generative AI AWS Serverless 126

AWS Machine Learning - AI

AUGUST 15, 2024

The advent of generative artificial intelligence (AI) provides organizations unique opportunities to digitally transform customer experiences. The solution is extensible, uses AWS AI and machine learning (ML) services, and integrates with multiple channels such as voice, web, and text (SMS).

Artificial Inteligence 126

Artificial Inteligence Generative AI Knowledge Base Lambda 126

AWS Machine Learning - AI

MAY 7, 2024

A more efficient way to manage meeting summaries is to create them automatically at the end of a call through the use of generative artificial intelligence (AI) and speech-to-text technologies. The Hugging Face containers host a large language model (LLM) from the Hugging Face Hub.

Artificial Inteligence 131

Artificial Inteligence Meeting AWS Generative AI 131

CIO

MAY 12, 2022

Predictive analytics tools blend artificial intelligence and business reporting. Composite AI mixes statistics and machine learning; industry-specific solutions. A high level of automation encourages deploying these models into production to generate a constant stream of insights and predictions. Free tier.

Analytics 206

Analytics Tools Artificial Inteligence Open Source 206

TechCrunch

DECEMBER 10, 2020

” It currently has a database of some 180,000 engineers covering around 100 or so engineering skills, including React, Node, Python, Agular, Swift, Android, Java, Rails, Golang, PHP, Vue, DevOps, machine learning, data engineering and more. Remote work = immediate opportunity.

Engineering 325

Engineering Artificial Inteligence Lambda Machine Learning 325

TechCrunch

SEPTEMBER 15, 2021

CoderSchool, which offers full-stack web development, machine learning and data sciences courses at a lower cost, has trained more than 2,000 alumni up to date, and recorded over 80% job placement rate for full-time graduates, getting jobs at companies such as BOSCHE, Microsoft, Lazada, Shopee, FE Credit, FPT Software, Sendo, Tiki and Momo.

Course 248

Course Education Artificial Inteligence Machine Learning 248

AWS Machine Learning - AI

SEPTEMBER 6, 2024

Generative artificial intelligence (AI) can be vital for marketing because it enables the creation of personalized content and optimizes ad targeting with predictive analytics. LLMs don’t have straightforward automatic evaluation techniques. Therefore, human evaluation was required for insights generated by the LLM.

Generative AI 123

Generative AI Artificial Inteligence Data AWS 123

AWS Machine Learning - AI

FEBRUARY 19, 2024

Chatbots use the advanced natural language capabilities of large language models (LLMs) to respond to customer questions. They can understand conversational language and respond naturally. It augments prompts with these relevant chunks to generate an answer using the LLM.

Knowledge Base 130

Knowledge Base Artificial Inteligence Applications Lambda 130

AWS Machine Learning - AI

NOVEMBER 14, 2024

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. By using large language models (LLMs), it extracts important details such as invoice numbers, dates, amounts, and vendor information without requiring custom scripts for each vendor format.

Software Review 110

Software Review Technical Review AWS Artificial Inteligence 110

Xebia

MARCH 8, 2023

Lambda calculus is one of the pinnacles of Computer Science, lying in the intersection between Logic, Programming, and Foundations of Mathematics. In our case, we will look at it as the minimal (functional) programming language; and see how we can build the rest of a “proper” language on top of it.

Lambda 130

Lambda Programming Course Artificial Inteligence 130

AWS Machine Learning - AI

NOVEMBER 19, 2024

An email handler AWS Lambda function is invoked by WorkMail upon the receipt of an email, and acts as the intermediary that receives requests and passes it to the appropriate agent. Developers can modify the Lambda functions, update the knowledge bases, and adjust the agent behavior to align with unique business requirements.

Knowledge Base 107

Knowledge Base Generative AI Technical Review Lambda 107

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. This year, Disrupt will feature six new stages with industry-specific programming tracks, inspired by our popular TC Sessions series.

ChatGPT 257

ChatGPT Technical Review Artificial Inteligence Nonprofit 257