AWS Machine Learning - AI

APRIL 23, 2024

However, to unlock the long-term success and viability of these AI-powered solutions, it is crucial to align them with well-established architectural principles. The AWS Well-Architected Framework provides best practices and guidelines for designing and operating reliable, secure, efficient, and cost-effective systems in the cloud.

Knowledge Base 126

Knowledge Base Scalability Applications Generative AI 126

AWS Machine Learning - AI

OCTOBER 15, 2024

In the following sections, we walk you through constructing a scalable, serverless, end-to-end Public Speaking Mentor AI Assistant with Amazon Bedrock, Amazon Transcribe , and AWS Step Functions using provided sample code. The following diagram shows our solution architecture.

Generative AI 123

Generative AI Virtualization Technical Advisors AWS 123

CIO

JANUARY 31, 2024

Use more efficient processes and architectures Boris Gamazaychikov, senior manager of emissions reduction at SaaS provider Salesforce, recommends using specialized AI models to reduce the power needed to train them. “Is Always ask if AI/ML is right for your workload,” recommends AWS in its sustainability guidelines.

Sustainability 202

Sustainability Data Center Energy Artificial Intelligence 202

Stackery

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical. It might seem like a serverless function just isn’t vulnerable to code injection. With interdependence between serverless resources, user input can come from unexpected angles. At first I wanted to describe how injection attacks can happen. How Twistlock Can Help.

Serverless 58

Serverless Lambda Policies AWS 58

AWS Machine Learning - AI

MARCH 3, 2025

Mistral developed a novel architecture for Pixtral 12B, optimized for both computational efficiency and performance. This architecture supports processing an arbitrary number of images of varying sizes within a large context window of 128k tokens. License agreements are a critical decision factor when using open-weights models.

Insurance 108

Insurance AWS eCommerce Software Review 108

AWS Machine Learning - AI

MARCH 20, 2025

Moreover, Amazon Bedrock offers integration with other AWS services like Amazon SageMaker , which streamlines the deployment process, and its scalable architecture makes sure the solution can adapt to increasing call volumes effortlessly. This is powered by the web app portion of the architecture diagram (provided in the next section).

Generative AI 92

Generative AI Artificial Inteligence Metrics AWS 92

Altexsoft

SEPTEMBER 6, 2023

Serverless security has become a significant player in the B2B tech landscape. billion in 2021, the serverless security market is projected to surge to USD 5.1 Furthermore, as per recent data , 21% of enterprises have already integrated serverless technology and an additional 39% are exploring its potential. Let’s get started.

Serverless 52

Serverless Applications Cloud AWS 52

AWS Machine Learning - AI

SEPTEMBER 26, 2024

In many generative AI applications built on proprietary technical document libraries, these concerns can be addressed by using the RAG architecture. This architecture combines a general-purpose large language model (LLM) with a customer-specific document database, which is accessed through a semantic search engine.

Artificial Inteligence 117

Artificial Inteligence Generative AI Knowledge Base AWS 117

Modus Create

MARCH 10, 2021

Serverless architecture has grown more popular since Amazon Web Services (AWS) introduced Lambda. Serverless allows the developer to focus only on the code itself. The New LAMP Stack: Serverless on AWS. In this tutorial, I’ll be covering how to use Bref to build a serverless Laravel application. Step 1: AWS User.

Serverless 45

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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. Generative AI question-answering applications are pushing the boundaries of enterprise productivity. 201% $12.2B

Generative AI 76

Generative AI Systems Review Software Review Artificial Inteligence 76

AWS Machine Learning - AI

SEPTEMBER 18, 2024

Generative AI and large language models (LLMs) offer new possibilities, although some businesses might hesitate due to concerns about consistency and adherence to company guidelines. The process of customers signing up and the solution creating personalized websites using human-curated assets and guidelines.

Generative AI 127

Generative AI Artificial Inteligence Fractional CTO Guidelines 127

Openxcell

JULY 25, 2023

Well, a web application architecture enables retrieving and presenting the desirable information you are looking for. Whether you are a seasoned developer, a creative designer, or a witty entrepreneur, understanding Web Application Architecture is paramount. And the importance of choosing the right architecture.

Architecture 52

Architecture Applications UI/UX Software Review 52

Stacks on Stacks

FEBRUARY 28, 2019

Security is Less of a Problem with Serverless but Still Critical While trying to verify the claims made on a somewhat facile rundown of serverless security threats, I ran across Jeremy Daly’s excellent writeup of a single vulnerability type in serverless, itself inspired by a fantastic talk from Ory Segal on vulnerabilities in serverless apps.

Serverless 40

Serverless Lambda AWS Policies 40

AWS Machine Learning - AI

OCTOBER 15, 2024

These techniques include chain-of-thought prompting , zero-shot prompting , multishot prompting , few-shot prompting , and model-specific prompt engineering guidelines (see Anthropic Claude on Amazon Bedrock prompt engineering guidelines). Select the vector database (for example, Amazon OpenSearch Serverless ).

Lambda 93

Lambda Knowledge Base AWS Generative AI 93

AWS Machine Learning - AI

MAY 9, 2024

Verisk’s FAST platform is a leader in the life insurance and retirement sector, providing enhanced efficiency and flexible, easily upgradable architecture. In this post, we describe the development of the customer support process in FAST incorporating generative AI, the data, the architecture, and the evaluation of the results.

Generative AI 129

Generative AI Artificial Inteligence Technical Review Development Team Review 129

AWS Machine Learning - AI

NOVEMBER 24, 2023

The README file contains all the information you need to get started, from requirements to deployment guidelines. The system architecture comprises several core components: UI portal – This is the user interface (UI) designed for vendors to upload product images. AWS Lambda – AWS Lambda provides serverless compute for processing.

eCommerce 117

eCommerce Generative AI Lambda AWS 117

AWS Machine Learning - AI

MARCH 14, 2024

By the end, you will have solid guidelines and a helpful flow chart for determining the best method to develop your own FM-powered applications, grounded in real-life examples. RAG has higher complexity than prompt engineering because you need to have coding and architecture skills to implement this solution.

Generative AI 135

Generative AI AWS Applications Artificial Inteligence 135

Modus Create

MAY 12, 2022

Therefore, the team understood that all UI decisions of the application needed to adhere to the company brand guidelines. It empowered us to build the app quickly by leveraging its simplicity and minimalist, functional architecture. Backend Development with AWS Serverless. Backend Development with AWS Serverless.

Mobile 75

Mobile Technical Review Serverless AWS 75

Perficient

MAY 10, 2023

Facebook created GraphQL in 2012 (and made it available to the public in 2015) to address many issues with traditional REST architecture by creating a new, declarative, client-driven, and performant system. Many businesses now use GraphQL, including Github, Pinterest, Twitter, Facebook, Coursera, Yelp, Serverless, Shopify, ProductHunt, etc.

Guidelines 64

Guidelines Open Source Architecture Serverless 64

Altexsoft

APRIL 26, 2022

We’ll dive deeper into Snowflake’s pros and cons, its unique architecture, and its features to help you decide whether this data warehouse is the right choice for your company. Also, Snowflake has a unique architecture that can scale up and down based on the requirements and workloads. Snowflake architecture overview.

Weak Development Team 59

Weak Development Team Data Storage Technical Review 59

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. Create, invoke, test, and deploy the agent. Generate UI and backend code with LLMs.

Generative AI 97

Generative AI Artificial Inteligence Applications Knowledge Base 97

Altexsoft

SEPTEMBER 30, 2022

Key principles of cloud-native architecture. Have a look at some of the key principles of cloud-native architecture. Microservices is considered an architectural strategy capable of managing complex applications simply. It allows developers to impact frequent changes with less effort significantly. Microservices. Monitoring.

Applications 52

Applications Cloud Software Review Microservices 52

AWS Machine Learning - AI

FEBRUARY 8, 2024

The following diagram illustrates the solution architecture. The agent’s instructions are descriptive guidelines outlining the agent’s intended actions. The following diagram illustrates the architecture for a knowledge base with an embeddings model. An Amazon OpenSearch Serverless collection will be created for you.

Knowledge Base 140

Knowledge Base Insurance Lambda AWS 140

Altexsoft

MAY 20, 2020

IoT architecture layers. Vetted messages are processed by the Rules Engine which routes them either to a device or cloud AWS service — like AWS Lambda (a serverless computing platform), Amazon Kinesis (a solution for processing big data in real time), Amazon S3 (a storage service), to name a few. IOx environment structure.

IoT 141

IoT Azure AWS Transportation 141

Prisma Clud

JULY 25, 2024

More often than not, they have to adapt their strategies and controls to keep pace with the adoption of new technologies — e.g., cloud computing, containerization and serverless architectures. The rise of AI, however, presents new obstacles for cybersecurity, many of which are qualitatively different from those in the past.

Government 52

Government Technical Advisors Compliance Policies 52

Tenable

SEPTEMBER 9, 2022

Secure IoT best practice guidelines ” (IoT Security Foundation). Lack of cloud security architecture and strategy . Misconfiguration and exploitation of serverless and container workloads. For more information: “ IoT Security Acquisition Guidance ” (CISA). “ Ten best practices for securing IoT in your organization ” (ZDNet). “

Security 52

Security IoT Open Source Linux 52

Tandem

AUGUST 22, 2019

The Ansible Galaxy ecosystem is well-stocked with playbooks for all kinds of server management tasks, from deploying an Apache server to complying with federal system security guidelines. If you have access to cloud services that allow you to go serverless entirely, consider that. Terraform is a Hashicorp product. Absolutely!

DevOps 28

DevOps Software Review AWS Load Balancer 28

Altexsoft

SEPTEMBER 21, 2023

How Elasticsearch works: Core concepts The architecture of Elasticsearch is built to be distributed, meaning its capabilities, including storing data, executing searches, and processing analytics, are not limited to a single machine or server. Key components of the Elasticsearch architecture.

Weak Development Team 52

Weak Development Team Analytics Engineering Development Team Review 52

Altexsoft

JULY 4, 2022

Other types of documentation generated by the infrastructure engineer are the above-mentioned performance reports, issue reviews, problem-solving guidelines, infrastructure upgrade plans, technical requirements, and more. Cross-team and cross-functional communication. Among skills gained are. implementing security mechanisms.

Infrastructure 64

Infrastructure Engineering Technical Review Google Cloud 64

Mobilunity

JANUARY 2, 2025

– Modular architecture supports distributed computing for complex systems. Through its modular architecture and support for distributed computing Python also provides resilient scalable web app development for complex systems. API-driven architectures. – Best for web-centric applications.

PHP 52

PHP Programming Weak Development Team Technical Review 52

Openxcell

FEBRUARY 8, 2021

MASA-Mesh App and Service Architecture. The mobile app development platform architecture should support various API mediation, microservices, event-driven, serverless requirements to build a robust mobile application. It is a UI tool-kit that uses web technologies such as HTML, CSS, and JavaScript.

Software Review 52

Software Review Mobile Weak Development Team Software 52

Codegiant

JULY 2, 2020

You just need to apply for a community license and adhere to Atlassian’s open-source guidelines. Versioning and aliasing for serverless requests?—?Track Amazons’ architecture is notorious for increasing the availability and durability of your repository data. You can use BitBucket for free with up to 5 team members on board.

Software Review 52

Software Review Open Source Systems Review AWS 52

d2iq

AUGUST 29, 2022

Edge and Serverless Show Big Gains Among the key findings of Slashdata’s “ The State of Cloud Native Development ” report is that edge computing has experienced rapid growth and now has the highest adoption rate among all surveyed sectors.

Survey 87

Survey Artificial Inteligence Serverless Artificial Intelligence 87

Altexsoft

NOVEMBER 7, 2022

If this is not a big deal, read on to learn more about Airflow concepts and architecture which, in turn, predefine its pros and cons. Airflow architecture. Apache Airflow relies on a graph representation of workflows and modular architecture with several key components to be aware of from the start.

Weak Development Team 52

Weak Development Team Technical Review Software Review Data Engineering 52

AWS Machine Learning - AI

DECEMBER 17, 2024

In this post, we discuss how we used Amazon SageMaker and Amazon Bedrock to build a content generator that rewrites marketing content following specific brand and style guidelines. The following diagram is the high-level architecture of the solution. Your hotel descriptions must follow TUI's tone of voice and apply SEO guidelines.

Hotels 101

Hotels Artificial Inteligence Generative AI Guidelines 101

AWS Machine Learning - AI

NOVEMBER 20, 2024

By using purpose-built Amazon Web Services (AWS) cloud services and modern software architecture, Mark43 delivers an intuitive, user-friendly experience that empowers both frontline personnel and command staff. They use event-driven architectures, real-time processing, and purpose-built AWS services for hosting data and running analytics.

Generative AI 109

Generative AI Applications Artificial Inteligence AWS 109

AWS Machine Learning - AI

NOVEMBER 27, 2024

With the Amazon Bedrock serverless experience, you can get started quickly, privately customize FMs with your own data, integrate and deploy them into your application using Amazon Web Services (AWS) tools without having to manage any infrastructure. This approach can accelerate development, reduce errors, and adhere to security guidelines.

Software Review 108

Software Review Lambda Generative AI Artificial Inteligence 108