Examples, Serverless and System Design

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

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

Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

APRIL 9, 2025

For example, a marketing content creation application might need to perform task types such as text generation, text summarization, sentiment analysis, and information extraction as part of producing high-quality, personalized content. An example is a virtual assistant for enterprise business operations.

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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Making Apache Kafka Serveless: Lessons From Confluent Cloud

Confluent

JULY 27, 2021

Serverless offerings in the cloud are a favorite among software engineers—a prime example are object stores such as AWS S3. For the system designer, however, it is an engineering challenge […].

Cloud

Cloud Serverless Software Engineering System Design

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

AWS Machine Learning - AI

NOVEMBER 19, 2024

Amazon Bedrock offers a serverless experience so you can get started quickly, privately customize FMs with your own data, and integrate and deploy them into your applications using AWS tools without having to manage infrastructure. When the deployment is successful (which may take 7–10 minutes to complete), you can start testing the solution.

Knowledge Base

Knowledge Base Technical Review Generative AI Lambda

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

AWS Machine Learning - AI

MARCH 5, 2025

For example, if ground truth is generated by LLMs before the involvement of SMEs, SMEs will still be needed to identify which questions are fundamental to the business and then align the ground truth with business value as part of a human-in-the-loop process. For our example, we work with Anthropics Claude LLM on Amazon Bedrock.

Generative AI

Generative AI Systems Review Software Review Artificial Inteligence

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

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

AWS Machine Learning - AI

MARCH 7, 2025

The following screenshot shows an example of the output of the Mozart companion displaying the summary of changes between two legal documents, the excerpt from the original document version, the updated excerpt in the new document version, and the tracked changes represented with redlines.

Generative AI

Generative AI Technical Review Insurance Policies

High-performance computing on AWS

Xebia

AUGUST 29, 2023

Each AWS account can host multiple queues, which for example can be used to configure high-priority and low-priority queues, each with its own characteristics. It’s built on serverless services (API Gateway / Lambda) and provides the same functionality as the CLI tool pcluster. In the next example we will schedule 64 jobs in one array.

AWS

AWS Performance Storage Linux

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

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. The emotions are used to help select a better tone to make it funnier or more nostalgic (for example).

Generative AI

Generative AI Artificial Inteligence AWS Technical Review

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

AWS Machine Learning - AI

SEPTEMBER 18, 2024

The following is an example of a synthetically generated offering for the construction industry: OneCompany Consulting Construction Consulting Services Offerings Introduction OneCompany Consulting is a premier construction consulting firm dedicated to. Our examples were manually created only for high-level guidance for simplicity.

Generative AI

Generative AI Artificial Inteligence Fractional CTO Guidelines

Create a generative AI-based application builder assistant using Amazon Bedrock Agents

AWS Machine Learning - AI

OCTOBER 24, 2024

The agent can recommend software and architecture design best practices using the AWS Well-Architected Framework for the overall system design. Examples given later in the post.) Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines.

Generative AI

Generative AI Artificial Inteligence Applications Knowledge Base

Core technologies and tools for AI, big data, and cloud computing

O'Reilly Media - Ideas

FEBRUARY 11, 2019

The resource examples I’ll cite will be drawn from the upcoming Strata Data conference in San Francisco , where leading companies and speakers will share their learnings on the topics covered in this post. Building a Serverless Big Data Application on AWS”. AI and Data technologies in the cloud. Streaming and realtime analytics.

Big Data

Big Data Technology Tools Cloud

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

AWS Machine Learning - AI

SEPTEMBER 30, 2024

This model is straightforward to fine-tune, and Mistral AI has provided example fine-tuned models. He has more than 18 years of experience working with technology, from software development, infrastructure, serverless, to machine learning. He specializes in generative AI, artificial intelligence, machine learning, and system design.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Software Review

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

AWS Machine Learning - AI

AUGUST 1, 2024

Evaluate SQL queries generated by the fine-tuned model In this section, we provide two examples to evaluate the SQL queries generated by the fine-tuned model: one using the Amazon Bedrock Text Playground and one using a large language model (LLM) as a judge. INST] Assistant: The following animation shows the results.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Artificial Intelligence

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

New live online training courses

O'Reilly Media - Ideas

JUNE 4, 2019

Pythonic design patterns , June 27. Learning Python 3 by Example , July 1. Domain-driven design and event-driven microservices , July 23-24. Software Architecture by Example , July 24. 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

For example, cart functionality is a meaningful section in a webshop. For example, they might be accessing an old URL. In many cases, this layer could exist in the cloud as redirects or services like serverless compute. Good examples are AWS Lambda or Cloudflare Workers. Use a Design System.

Technical Review

Technical Review Software Review Quality Assurance Systems Review

160+ live online training courses opened for May and June

O'Reilly Media - Ideas

MAY 1, 2019

Systems engineering and operations. Systems Design for Site Reliability Engineers: How To Build A Reliable System in Three Hours , May 14. Practical Software Design from Problem to Solution , May 17. AWS Design Fundamentals , June 10-11. Designing Serverless Architecture with AWS Lambda , June 11-12.

Course

Course Training Artificial Inteligence Machine Learning

219+ live online training courses opened for June and July

O'Reilly Media - Ideas

JUNE 5, 2019

Pythonic design patterns , June 27. Learning Python 3 by Example , July 1. Domain-driven design and event-driven microservices , July 23-24. Software Architecture by Example , July 24. Systems Design for Site Reliability Engineers , August 7. Designing Serverless Architecture with AWS Lambda , August 7-8.

Course

Course Training Artificial Inteligence Software Review

Cybersecurity Snapshot: Insights on Hive Ransomware, Supply Chain Security, Risk Metrics, Cloud Security

Tenable

NOVEMBER 25, 2022

Yes, keeping tabs on, for example, the number of patched systems and the percentage of trained staffers is a good start. Misconfiguration and exploitation of serverless and container workloads. A defensible architecture that reduces as much risk as possible via system design and implementation.

Metrics

Metrics Cloud Backup Software Review

How to Integrate Biometric Authentication in iOS and Android

Progress

OCTOBER 30, 2018

Check out Implementing a Mobile Biometric Authentication System for Enterprise Applications. Some common examples of biometric authentication are Face ID and Touch ID. Face ID: Face ID is a Face Unlock facial recognition system designed and developed by Apple for the iPhone X.

Authentication

Authentication How To Mobile Applications

The Cloud Cost-Conscious Conundrum

taos

JULY 18, 2017

Data storage, logic hosting and monitoring tools exist and provide quick integration into existing system designs. Why run a server if you could be serverless? And why build your own system monitoring or log aggregation solution when a service can be consumed?

Cloud

Cloud Part-Time VPE Data Center Technical Review

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. Stepping through an example of an event streaming app. A streaming application can be thought of as a dataflow system. For example: /deposits-topic { card:123 deposit:456 } ?.

Architecture

Architecture Programming Microservices Serverless

Technology Trends for 2022

O'Reilly Media - Ideas

JANUARY 25, 2022

For example, interest in security, after being steady for a few years, has suddenly jumped up, partly due to some spectacular ransomware attacks. To take one example, at this point, the platform has no content on the QUIC protocol or HTTP/3. Finally, last year we observed that serverless appeared to be keeping pace with microservices.

Trends

Trends Technical Review Technology Artificial Inteligence

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. The four pillars of event streaming architecture applied to our system, details excluded. Examples include payment processing, logistics, data processing (ETL) and so on. To meet the system’s business goals. Business function.

Microservices

Microservices Metrics Systems Review Architecture

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

O'Reilly Media - Ideas

JANUARY 25, 2021

Real trends unfold on much longer time scales and may take several steps backward during the process: civil rights, for example. In our industry, cloud computing might be a good example. For example, we combined “SRE” with “site reliability engineering,” and “object oriented” with “object-oriented.”. serverless, a.k.a.

Programming

Programming Cloud Artificial Inteligence Machine Learning

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. By analyzing user behavior in real-time, companies can adjust content, design, and functionality to meet individual preferences. But this year feels different.

Weak Development Team

Weak Development Team Trends Development Technical Review

CTO Universe

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

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

Webinars

Trending Sources

Multi-LLM routing strategies for generative AI applications on AWS

Webinars

Making Apache Kafka Serveless: Lessons From Confluent Cloud

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

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

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

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

High-performance computing on AWS

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

How Mixbook used generative AI to offer personalized photo book experiences

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

Create a generative AI-based application builder assistant using Amazon Bedrock Agents

Core technologies and tools for AI, big data, and cloud computing

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

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

What is CSPM?

New live online training courses

21 Best Practices for Migrating to React JS

160+ live online training courses opened for May and June

219+ live online training courses opened for June and July

Cybersecurity Snapshot: Insights on Hive Ransomware, Supply Chain Security, Risk Metrics, Cloud Security

How to Integrate Biometric Authentication in iOS and Android

The Cloud Cost-Conscious Conundrum

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

Technology Trends for 2022

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

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

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

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