Lambda, System Design and Training

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

APRIL 9, 2025

For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This specialized LLM, which can be trained on nuanced distinctions within its domain, can then determine crucial factors such as task complexity or urgency.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Applications

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

AWS Machine Learning - AI

NOVEMBER 19, 2024

Key challenges include the need for ongoing training for support staff, difficulties in managing and retrieving scattered information, and maintaining consistency across different agents’ responses. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base

Knowledge Base Generative AI Technical Review Lambda

Creating asynchronous AI agents with Amazon Bedrock

AWS Machine Learning - AI

MARCH 13, 2025

Much like traditional business process automation through technology, the agentic AI architecture is the design of AI systems designed to resolve complex problems with limited or indirect human intervention. Agent broker architecture Messages sent to EventBridge are routed through an EventBridge rule to Lambda.

Artificial Inteligence

Artificial Inteligence Lambda Travel Generative AI

Webinars

Automation, Evolved: Your New Playbook For Smarter Knowledge Work

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New live online training courses

O'Reilly Media - Ideas

JUNE 4, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. Systems Design for Site Reliability Engineers , August 7.

Course

Course Training Artificial Inteligence Software Review

Medical content creation in the age of generative AI

AWS Machine Learning - AI

JULY 3, 2024

The solution has been designed using the following services: Amazon Elastic Container Service (ECS) : to deploy and manage our Streamlit UI. Amazon Lambda : to run the backend code, which encompasses the generative logic. In step 5, the lambda function triggers the Amazon Textract to parse and extract data from pdf documents.

Artificial Inteligence

Artificial Inteligence Generative AI Lambda Healthcare

160+ live online training courses opened for May and June

O'Reilly Media - Ideas

MAY 1, 2019

Get hands-on training in machine learning, blockchain, cloud native, PySpark, Kubernetes, and many other topics. Learn new topics and refine your skills with more than 160 new live online training courses we opened up for May and June on the O'Reilly online learning platform. Design Patterns Boot Camp , July 1-2.

Course

Course Training Artificial Inteligence Machine Learning

219+ live online training courses opened for June and July

O'Reilly Media - Ideas

JUNE 5, 2019

Get hands-on training in Docker, microservices, cloud native, Python, machine learning, and many other topics. Learn new topics and refine your skills with more than 219 new live online training courses we opened up for June and July on the O'Reilly online learning platform. Systems Design for Site Reliability Engineers , August 7.

Course

Course Training Artificial Inteligence Software Review

Radar Trends to Watch: August 2022

O'Reilly Media - Ideas

AUGUST 2, 2022

The large model train keeps rolling on. without prior training and use of a simulator). Radiologists outperform AI systems operating by themselves at detecting breast cancer from mammograms. However, a system designed to collaborate with radiologists in making decisions is better than either radiologists or AI alone.

Artificial Inteligence

Artificial Inteligence Trends Open Source Machine Learning

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

AWS Machine Learning - AI

MARCH 7, 2025

During the solution design process, Verisk also considered using Amazon Bedrock Knowledge Bases because its purpose built for creating and storing embeddings within Amazon OpenSearch Serverless. In the future, Verisk intends to use the Amazon Titan Embeddings V2 model. The user can pick the two documents that they want to compare.

Generative AI

Generative AI Technical Review Insurance Policies

Import a question answering fine-tuned model into Amazon Bedrock as a custom model

AWS Machine Learning - AI

SEPTEMBER 30, 2024

The process includes the following steps: We use a SageMaker training job to fine-tune the model using a SageMaker JupyterLab notebook. This training job reads the dataset from Amazon Simple Storage Service (Amazon S3) and writes the model back into Amazon S3. Evaluate the imported model using the FMEval library.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Software Review

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

AWS Machine Learning - AI

AUGUST 26, 2024

To maintain the integrity of our core data, we do not retain or use the prompts or the resulting account summary for model training. Key components include asynchronous processing to manage response times, a multi-tiered approach to handling requests, and strategic use of services like AWS Lambda and Amazon DynamoDB.

Generative AI

Generative AI AWS Artificial Inteligence Technical Review

21 Best Practices for Migrating to React JS

Modus Create

APRIL 27, 2020

Invest in your team; train the team early in the process. Invest in a week-long training, and even better, let the team build a prototype of the most important feature. Good examples are AWS Lambda or Cloudflare Workers. Use a Design System. Good leadership will create a sense of ownership. Bring in the tests.

Technical Review

Technical Review Software Review Quality Assurance Systems Review

Grown-Up Lean

LeanEssays

JULY 14, 2019

Open source was (and is) known to be a brutal but effective training ground for software engineers. Based on the answer to these questions, Amazon introduced a service called Lambda in 2014 that responds to events quickly and inexpensively. What current – and future – technologies can we use to lower their costs? Womack, Daniel T.

Software Review

Software Review Software Engineering Weak Development Team Continuous Delivery

Where Programming, Ops, AI, and the Cloud are Headed in 2021

O'Reilly Media - Ideas

JANUARY 25, 2021

We’ve explored usage across all publishing partners and learning modes, from live training courses and online events to interactive functionality provided by Katacoda and Jupyter notebooks. in 2008 and continuing with Java 8 in 2014, programming languages have added higher-order functions (lambdas) and other “functional” features.

Programming

Programming Cloud Artificial Inteligence Machine Learning

CTO Universe

Multi-LLM routing strategies for generative AI applications on AWS

Automate emails for task management using Amazon Bedrock Agents, Amazon Bedrock Knowledge Bases, and Amazon Bedrock Guardrails

Webinars

Trending Sources

Creating asynchronous AI agents with Amazon Bedrock

Webinars

New live online training courses

Medical content creation in the age of generative AI

160+ live online training courses opened for May and June

219+ live online training courses opened for June and July

Radar Trends to Watch: August 2022

Accelerating insurance policy reviews with generative AI: Verisk’s Mozart companion

Import a question answering fine-tuned model into Amazon Bedrock as a custom model

AWS empowers sales teams using generative AI solution built on Amazon Bedrock

21 Best Practices for Migrating to React JS

Grown-Up Lean

Where Programming, Ops, AI, and the Cloud are Headed in 2021

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