Resources, 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

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. Deploy the AWS CDK project to provision the required resources in your AWS account.

Knowledge Base

Knowledge Base Generative AI Technical Review Lambda

Webinars

Automation, Evolved: Your New Playbook For Smarter Knowledge Work

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Multi-LLM routing strategies for generative AI applications on AWS

AWS Machine Learning - AI

APRIL 9, 2025

Such a virtual assistant should support users across various business functions, such as finance, legal, human resources, and operations. For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Applications

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 Machine Learning

High-performance computing on AWS

Xebia

AUGUST 29, 2023

With common compute resources most (serial) computing challenges can be solved. Resources are available on-demand, no ordering/waiting time for the deployment of resources. It dynamically scales resources up and down, ensuring optimal utilization and cost-efficiency. Reduced ongoing costs.

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. name, id) under resources tab. Also you can note knowledge base details (i.e.

Knowledge Base

Knowledge Base AWS Generative AI Machine Learning

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. Data lineage, data catalog, and data governance solutions can increase usage of data systems by enhancing trustworthiness of data.

Big Data

Big Data Technology Tools Cloud

What is CSPM?

Lacework

DECEMBER 7, 2022

Critical resources and sensitive data that were once buried beneath layers of infrastructure are now directly accessible from the internet. As a result, traditional systems designed to provide network visibility, security, and compliance are ineffective when it comes to the cloud.

Software Review

Software Review Compliance Weak Development Team Systems Review

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

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. Recommend AWS best practices for system design with the AWS Well-Architected Framework guidelines. Clean up agent resources and their dependencies using a script.

Generative AI

Generative AI Artificial Inteligence Applications Knowledge Base

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. 201% $12.2B

Generative AI

Generative AI Systems Review Artificial Inteligence Software Review

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

AWS Machine Learning - AI

AUGUST 1, 2024

Meta Llama 3 8B is a relatively small model that offers a balance between performance and resource efficiency. Copy the model Amazon Resource Name (ARN) so you can invoke the model with the AWS SDK in the next section. He specializes in Generative AI, Artificial Intelligence, Machine Learning, and System Design.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Artificial Intelligence

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

AWS Machine Learning - AI

SEPTEMBER 18, 2024

UX/UI designers have established best practices and design systems applicable to all of their websites. These resources should be used as single sources of truth. In practical scenarios, these resources would be created by humans and organizations, containing more comprehensive and exhaustive details.

Generative AI

Generative AI Artificial Inteligence Fractional CTO Guidelines

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

AWS Machine Learning - AI

SEPTEMBER 30, 2024

You can even leverage your models created using Amazon SageMaker by referencing the Amazon SageMaker model Amazon Resource Names (ARN) which provides for a seamless integration with SageMaker. He has more than 18 years of experience working with technology, from software development, infrastructure, serverless, to machine learning.

Artificial Inteligence

Artificial Inteligence Generative AI AWS Software Review

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

Tenable

NOVEMBER 25, 2022

If infected with ransomware, isolate the impacted system, remove it from all networks, disable its networking capabilities and disconnect all shared and networked drives. Unsecured third-party resources. Misconfiguration and exploitation of serverless and container workloads.

Metrics

Metrics Cloud Backup 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

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? Other non-infrastructure services also exist.

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. Inactive actors are persisted to disk to minimize idle resource requirements. This is how we think about system design and architecture. Event-driven architecture.

Architecture

Architecture Programming Microservices Serverless

Technology Trends for 2022

O'Reilly Media - Ideas

JANUARY 25, 2022

We looked at four specific kinds of data: search queries, questions asked to O’Reilly Answers (an AI engine that has indexed all of O’Reilly’s textual content; more recently, transcripts of video content and content from Pearson have been added to the index), resource usage by title, and resource usage by our topic taxonomy.

Trends

Trends Technical Review Technology Artificial Inteligence

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

O'Reilly Media - Ideas

JANUARY 25, 2021

We’ll be working with microservices and serverless/functions-as-a-service in the cloud for a long time–and these are inherently concurrent systems. serverless, a.k.a. Serverless and other cloud technologies allow the same operations team to manage much larger infrastructures; they don’t make operations go away.

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. But this year feels different. AI is revolutionizing product development in ways no technology has before. This will transform how businesses operate across functions.

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

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

Webinars

Multi-LLM routing strategies for generative AI applications on AWS

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

High-performance computing on AWS

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

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

What is CSPM?

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

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

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

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

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

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

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

Striving for the Application Development Specialization with Google Cloud Platform

The Cloud Cost-Conscious Conundrum

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

Technology Trends for 2022

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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