Scalability, Serverless and System Design

Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless

Confluent

FEBRUARY 27, 2019

With serverless being all the rage, it brings with it a tidal change of innovation. or invest in a vendor-agnostic layer like the serverless framework ? or invest in a vendor-agnostic layer like the serverless framework ? What is more, as the world adopts the event-driven streaming architecture, how does it fit with serverless?

Serverless

Serverless Lambda AWS Systems Review

Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

AWS Machine Learning - AI

APRIL 3, 2024

In this post, we show how to build a contextual text and image search engine for product recommendations using the Amazon Titan Multimodal Embeddings model , available in Amazon Bedrock , with Amazon OpenSearch Serverless. Store embeddings into the Amazon OpenSearch Serverless as the search engine.

Serverless

Serverless Artificial Inteligence Engineering Generative AI

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 hybrid approach combines the scalability and flexibility of semantic search with the precision and context-awareness of classifier LLMs.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Applications

Webinars

Agent Tooling: Connecting AI to Your Tools, Systems & Data

Automation, Evolved: Your New Playbook for Smarter Knowledge Work

Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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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

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

AWS Machine Learning - AI

AUGUST 5, 2024

Prerequisites To implement the solution provided in this post, you should have the following: An active AWS account and familiarity with FMs, Amazon Bedrock, and OpenSearch Serverless. He specializes in generative AI, machine learning, and system design. An S3 bucket where your documents are stored in a supported format (.txt,md,html,doc/docx,csv,xls/.xlsx,pdf).

Knowledge Base

Knowledge Base AWS Generative AI Artificial Inteligence

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS CDK

AWS Machine Learning - AI

AUGUST 28, 2024

By using the AWS CDK, the solution sets up the necessary resources, including an AWS Identity and Access Management (IAM) role, Amazon OpenSearch Serverless collection and index, and knowledge base with its associated data source. He specializes in generative AI, machine learning, and system design.

Knowledge Base

Knowledge Base AWS Generative AI Artificial Inteligence

High-performance computing on AWS

Xebia

AUGUST 29, 2023

It provides a powerful and scalable platform for executing large-scale batch jobs with minimal setup and management overhead. Scalability: With AWS ParallelCluster, you can easily scale your clusters up or down based on workload demands. This is a serverless web UI that mirrors the pcluster functionality.

AWS

AWS Performance Storage Linux

How Mixbook used generative AI to offer personalized photo book experiences

AWS Machine Learning - AI

JULY 15, 2024

It offers flexible capacity options, ranging from serverless on one end to reserved provisioned instances for predictable long-term use on the other. S3, in turn, provides efficient, scalable, and secure storage for the media file objects themselves. The feature saves precious time while making user stories shine bright.

Generative AI

Generative AI Artificial Inteligence AWS Technical Review

Import a fine-tuned Meta Llama 3 model for SQL query generation on Amazon Bedrock

AWS Machine Learning - AI

AUGUST 1, 2024

However, deploying customized FMs to support generative AI applications in a secure and scalable manner isn’t a trivial task. This is the first in a series of posts about model customization scenarios that can be imported into Amazon Bedrock to simplify the process of building scalable and secure generative AI applications.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Artificial Intelligence

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

AWS Machine Learning - AI

MARCH 5, 2025

Scaling ground truth generation with a pipeline To automate ground truth generation, we provide a serverless batch pipeline architecture, shown in the following figure. The serverless batch pipeline architecture we presented offers a scalable solution for automating this process across large enterprise knowledge bases.

Generative AI

Generative AI Systems Review Software Review Artificial Inteligence

What is CSPM?

Lacework

DECEMBER 7, 2022

As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud. containers, Kubernetes, or serverless functions). Physical boxes and wires have been replaced with API calls. So, what is CSPM?

Software Review

Software Review Compliance Weak Development Team Systems Review

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

AWS Machine Learning - AI

SEPTEMBER 30, 2024

Explore the Custom Model Import feature for Amazon Bedrock to deploy FMs fine-tuned for code generation tasks in a secure and scalable manner. He has more than 18 years of experience working with technology, from software development, infrastructure, serverless, to machine learning. Paras Mehra is a Senior Product Manager at AWS.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Software Review

Striving for the Application Development Specialization with Google Cloud Platform

Perficient

JUNE 27, 2024

System Design & Architecture: Solutions are architected leveraging GCP’s scalable and secure infrastructure. Detailed design documents outline the system architecture, ensuring a clear blueprint for development. The secure program management system enhanced user experience and operational efficiency.

Google Cloud

Google Cloud Applications Cloud Automotive

New live online training courses

O'Reilly Media - Ideas

JUNE 4, 2019

Scalable Data Science with Apache Hadoop and Spark , July 16. Effective Data Center Design Techniques: Data Center Topologies and Control Planes , July 19. Systems Design for Site Reliability Engineers , August 7. Designing Serverless Architecture with AWS Lambda , August 7-8.

Course

Course Training Artificial Inteligence Software Review

21 Best Practices for Migrating to React JS

Modus Create

APRIL 27, 2020

In many cases, this layer could exist in the cloud as redirects or services like serverless compute. Serverless on the Edge or CDN is a great choice as it comes with extremely low latency of around 30ms worldwide. Use a Design System. Good examples are AWS Lambda or Cloudflare Workers. Bring in the tests.

Technical Review

Technical Review Software Review Quality Assurance Systems Review

219+ live online training courses opened for June and July

O'Reilly Media - Ideas

JUNE 5, 2019

Scalable Data Science with Apache Hadoop and Spark , July 16. Effective Data Center Design Techniques: Data Center Topologies and Control Planes , July 19. Systems Design for Site Reliability Engineers , August 7. Designing Serverless Architecture with AWS Lambda , August 7-8.

Course

Course Training Artificial Inteligence Software Review

Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows

AWS Machine Learning - AI

SEPTEMBER 18, 2024

For the frontend developer LLM, we also use system design-related materials (in our case, design guidelines) so the frontend developer builds the website described by the personalizer LLM while applying the rules in the design guidelines. The response from the personalizer LLM is divided into two paths by a regex method.

Generative AI

Generative AI Artificial Inteligence Fractional CTO Guidelines

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture

Confluent

FEBRUARY 13, 2019

Rather, we apply different event planes to provide orthogonal aspects of system design such as core functionality, operations and instrumentation. Systems built as Reactive Systems are more flexible, loosely-coupled and scalable. It is very simple but presents scalability challenges. Interested in more?

Architecture

Architecture Programming Microservices Serverless

Journey to Event Driven – Part 4: Four Pillars of Event Streaming Microservices

Confluent

MAY 9, 2019

Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless. I’m going to explore four pillars for enabling scalable development that works across the event-driven enterprise. These pillars minimize complexity and provide foundational rules for building systems using composition.

Microservices

Microservices Metrics Systems Review Architecture

8 AI trends that will define product development in 2025 & beyond

Modus Create

FEBRUARY 12, 2025

Every year, new trends, frameworks, and practices capture the industrys imaginationwhether it was no-code in 2024, Web3 in 2023, or serverless architecture in 2022. This evolution in PoC strategy is setting the foundation for smarter, more scalable AI adoption. But this year feels different.

Weak Development Team

Weak Development Team Trends Development Technical Review

CTO Universe

Journey to Event Driven – Part 3: The Affinity Between Events, Streams and Serverless

Build a contextual text and image search engine for product recommendations using Amazon Bedrock and Amazon OpenSearch Serverless

Webinars

Trending Sources

Multi-LLM routing strategies for generative AI applications on AWS

Webinars

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

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and AWS CloudFormation

Build an end-to-end RAG solution using Knowledge Bases for Amazon Bedrock and the AWS CDK

High-performance computing on AWS

How Mixbook used generative AI to offer personalized photo book experiences

Import a fine-tuned Meta Llama 3 model for SQL query generation on Amazon Bedrock

Ground truth generation and review best practices for evaluating generative AI question-answering with FMEval

What is CSPM?

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

Striving for the Application Development Specialization with Google Cloud Platform

New live online training courses

21 Best Practices for Migrating to React JS

219+ live online training courses opened for June and July

Reinvent personalization with generative AI on Amazon Bedrock using task decomposition for agentic workflows

Journey to Event Driven – Part 2: Programming Models for the Event-Driven Architecture

Journey to Event Driven – Part 4: Four Pillars of Event Streaming Microservices

8 AI trends that will define product development in 2025 & beyond

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