Best AI tools for< Design Aws Architecture >
20 - AI tool Sites

Prodia
Prodia is an API for generating images from text. It is fast, affordable, and scalable. With Prodia, you can create stunning visuals for your projects in seconds. Prodia is perfect for developers, designers, and anyone else who wants to add AI-powered image generation to their applications.

Spectro Agency
Spectro Agency is a premier destination for cutting-edge AI and software development solutions in New York City. They specialize in harnessing the power of Artificial Intelligence (AI) to transform businesses. Their services include developing AI chatbots, AI software, API creation, AWS deployments, database management, JavaScript & Python mastery, and AI-driven solutions. Spectro Agency offers comprehensive development services, app development, and web design and development excellence. They stand out for their full-stack expertise, cutting-edge technologies, scalable and secure solutions, and seamless integrations.

Databutton
Databutton is an AI developer tool designed for non-techies to build software applications with the help of reasoning AI. It allows users to share their app vision, specs, and design inspiration to get started, create high-level development plans, execute tasks, and take technical ownership. The tool offers deployment to AWS and Google Cloud, scalable infrastructure, and snappy load times. Databutton provides different pricing plans for users based on their needs, including options for teaming up with AI, human advisors, or human developers.

X-Design
X-Design is an AI-powered photo editing studio tailored for marketing and e-commerce businesses. It offers a suite of AI tools for background removal, image generation, and retouching to create professional-quality photos effortlessly. Users can enhance product visuals, create fashion model images, change colors, and upscale images with AI technology. The platform provides a smooth editing experience with extensive templates and seamless workflows, empowering users to design like a pro and optimize their online sales processes.

Design Bundles
Design Bundles is a comprehensive online platform offering a wide range of design resources including SVG files, clipart, laser designs, sublimation PNGs, illustrations, photos, and more. Users can access unlimited downloads, exclusive software, and marketplace purchases with various discounts. The platform also features an exclusive AI tool called Illustrate AI, which allows users to generate unique images effortlessly. Design Bundles aims to provide a seamless experience for designers, crafters, and creators to explore their creativity and access high-quality design assets.

Design Wizard
Design Wizard is a free online graphic design software that allows users to create impressive videos and image designs in minutes. It offers a wide range of pre-made templates, premium images, videos, and fonts to help users create unique and professional-looking content. Design Wizard is easy to use and requires no prior design experience. It is perfect for individuals, small businesses, and organizations that need to create high-quality visual content quickly and easily.

AI Spatial Design
The website offers an AI Spatial Design tool that revolutionizes spatial design by providing advanced intelligence for creating and interacting with spaces. It features high-fidelity 3D modeling, real-time interaction, and transforming photos into visual experiences. Users can customize their buyer journey, boost walk-ins, and elevate living spaces with spatial intelligence. The tool also offers services for cabinet design, flooring, wall fill, countertop fill, furniture replacement, interior design, home redesign, partial remodel, and virtual staging.

Institute for Protein Design
The Institute for Protein Design is a research institute at the University of Washington that uses computational design to create new proteins that solve modern challenges in medicine, technology, and sustainability. The institute's research focuses on developing new protein therapeutics, vaccines, drug delivery systems, biological devices, self-assembling nanomaterials, and bioactive peptides. The institute also has a strong commitment to responsible AI development and has developed a set of principles to guide its use of AI in research.

AI Landscape Design Idea Generator
The AI Landscape Design Idea Generator is a web-based tool that helps users create beautiful and functional landscape designs. The tool uses artificial intelligence to generate design ideas based on the user's input. Users can choose from a variety of design styles, plant types, and other features to create a design that is perfect for their needs.

Design Your Pins
Design Your Pins is a custom pin design website that offers personalized pin creation services. The platform provides a user-friendly experience for designing custom pins, with a focus on quality craftsmanship and customer satisfaction. Design Your Pins features an AI Pin Designer tool to assist users in bringing their unique pin designs to life. The team behind Design Your Pins consists of industry experts dedicated to providing transparent and accountable service throughout the custom pin project process. From initial design submission to final delivery, Design Your Pins aims to turn ideas into beautifully crafted pins that reflect the customer's vision.

Design My Room
Design My Room is an AI-powered application that allows users to easily redesign their room by simply taking a photo with their iPhone. The app provides 5 different design ideas tailored to the user's room, offering a wide range of unique design inspirations to spark creativity in home makeover projects. With its user-friendly interface and quick results, Design My Room simplifies the process of room redesigning, making it accessible to anyone looking to transform their living space.

AI Design
AI-Design.pro is an AI-powered service that creates interior design projects. It utilizes artificial intelligence to generate interior design albums with accurate architectural and design drawings, visualizations, and detailed specifications for furniture and materials. The platform streamlines the interior design process, making it more efficient and significantly reducing the time it takes to locate an interior designer. Users can create customized design projects tailored to their specific requirements without the need for a designer, meetings, or phone calls. The service offers a simple and intuitive interface, hundreds of design options, and automated procurement estimates for purchasing furniture and materials.

Design Sparks
Design Sparks is an AI-powered application that aims to enhance the design process by generating infinite ideas and fostering limitless creativity. Users can input their design problems or themes, upload PDFs or enter URLs, and let the AI generate sparks to inspire their creative endeavors. The platform provides a user-friendly interface for exploring new perspectives and possibilities in design through AI-generated solutions.

Design Sparks
Design Sparks is an AI-powered creativity tool that helps users generate new ideas and solve design problems. The tool uses a variety of AI techniques, including machine learning and natural language processing, to understand user input and generate relevant ideas. Design Sparks is designed to be used by a wide range of users, from designers and engineers to marketers and business professionals. The tool is easy to use and can be accessed through a web-based interface.

Design My Bingo
Design My Bingo is an online platform that allows users to create custom bingo cards for any occasion. With its user-friendly interface and powerful AI features, Design My Bingo makes it easy to create unique and engaging bingo cards that are tailored to your specific needs. Whether you're hosting a party, teaching a class, or simply want to have some fun, Design My Bingo has you covered.

Tattoo Design Pro
Tattoo Design Pro is an AI-powered application that allows users to transform their imagination into stunning tattoo designs in various styles. Whether starting with a simple prompt or uploading an existing sketch, the app uses AI magic to create unique and detailed designs. Customers can experiment with different designs, receive AI-generated suggestions, and easily choose the perfect tattoo design. The app provides a user-friendly interface and a wide range of features to help tattoo enthusiasts and artists in the design process.

Slack Design Articles
Slack Design Articles is a platform that offers insights, musings, and lessons from the design team at Slack. It covers topics such as mentorship, prototyping, AI-powered features, design engineering, and partnerships in the workplace. The platform aims to provide valuable resources and knowledge for designers and professionals interested in design and technology.

Tattoo AI Design
Tattoo AI Design is a free and powerful AI tattoo generator and design tool that allows users to unleash their personal tattoo ideas and create unique tattoo designs with the help of artificial intelligence technology. Users can input their tattoo descriptions and let the AI generate tattoo ideas within seconds, enabling them to explore various tattoo styles and motifs. The platform supports traditional tattoos, neo-traditional tattoos, watercolor tattoos, geometric tattoos, and more, offering a wide range of design possibilities for tattoo enthusiasts.

Appy Pie's AI Design Generator
Appy Pie's AI Design Generator is an innovative tool that allows users to create stunning graphic designs online. With a focus on flawless text integration, the tool empowers users to transform text, images, and videos into eye-catching designs. The platform offers a range of AI design tools, from logo creation to background removal, catering to diverse design needs. Appy Pie's AI Design Generator combines art and technology seamlessly, providing users with versatile design options and creative storytelling capabilities.

Spline
Spline is a 3D design tool that allows users to create, edit, and collaborate on 3D designs in real-time. It is a web-based application that is accessible from any device with an internet connection. Spline is designed to be easy to use, even for beginners, and it offers a wide range of features that make it suitable for a variety of projects, from simple 3D models to complex animations and interactive experiences.
20 - Open Source AI Tools

bedrock-engineer
Bedrock Engineer is an autonomous software development agent application that utilizes Amazon Bedrock. It allows users to customize, create/edit files, execute commands, search the web, use a knowledge base, utilize multi-agents, generate images, and more. The tool provides an interactive chat interface with AI agents, file system operations, web search capabilities, project structure management, code analysis, code generation, data analysis, agent and tool customization, chat history management, and multi-language support. Users can select and customize agents, choose from various tools like file system operations, web search, Amazon Bedrock integration, and system command execution. Additionally, the tool offers features for website generation, connecting to design system data sources, AWS Step Functions ASL definition generation, diagram creation using natural language descriptions, and multi-language support.

generative-bi-using-rag
Generative BI using RAG on AWS is a comprehensive framework designed to enable Generative BI capabilities on customized data sources hosted on AWS. It offers features such as Text-to-SQL functionality for querying data sources using natural language, user-friendly interface for managing data sources, performance enhancement through historical question-answer ranking, and entity recognition. It also allows customization of business information, handling complex attribution analysis problems, and provides an intuitive question-answering UI with a conversational approach for complex queries.

aws-ai-stack
AWS AI Stack is a full-stack boilerplate project designed for building serverless AI applications on AWS. It provides a trusted AWS foundation for AI apps with access to powerful LLM models via Bedrock. The architecture is serverless, ensuring cost-efficiency by only paying for usage. The project includes features like AI Chat & Streaming Responses, Multiple AI Models & Data Privacy, Custom Domain Names, API & Event-Driven architecture, Built-In Authentication, Multi-Environment support, and CI/CD with Github Actions. Users can easily create AI Chat bots, authentication services, business logic, and async workers using AWS Lambda, API Gateway, DynamoDB, and EventBridge.

generative-ai-cdk-constructs
The AWS Generative AI Constructs Library is an open-source extension of the AWS Cloud Development Kit (AWS CDK) that provides multi-service, well-architected patterns for quickly defining solutions in code to create predictable and repeatable infrastructure, called constructs. The goal of AWS Generative AI CDK Constructs is to help developers build generative AI solutions using pattern-based definitions for their architecture. The patterns defined in AWS Generative AI CDK Constructs are high level, multi-service abstractions of AWS CDK constructs that have default configurations based on well-architected best practices. The library is organized into logical modules using object-oriented techniques to create each architectural pattern model.

well-architected-iac-analyzer
Well-Architected Infrastructure as Code (IaC) Analyzer is a project demonstrating how generative AI can evaluate infrastructure code for alignment with best practices. It features a modern web application allowing users to upload IaC documents, complete IaC projects, or architecture diagrams for assessment. The tool provides insights into infrastructure code alignment with AWS best practices, offers suggestions for improving cloud architecture designs, and can generate IaC templates from architecture diagrams. Users can analyze CloudFormation, Terraform, or AWS CDK templates, architecture diagrams in PNG or JPEG format, and complete IaC projects with supporting documents. Real-time analysis against Well-Architected best practices, integration with AWS Well-Architected Tool, and export of analysis results and recommendations are included.

L3AGI
L3AGI is an open-source tool that enables AI Assistants to collaborate together as effectively as human teams. It provides a robust set of functionalities that empower users to design, supervise, and execute both autonomous AI Assistants and Teams of Assistants. Key features include the ability to create and manage Teams of AI Assistants, design and oversee standalone AI Assistants, equip AI Assistants with the ability to retain and recall information, connect AI Assistants to an array of data sources for efficient information retrieval and processing, and employ curated sets of tools for specific tasks. L3AGI also offers a user-friendly interface, APIs for integration with other systems, and a vibrant community for support and collaboration.

guidance-for-a-multi-tenant-generative-ai-gateway-with-cost-and-usage-tracking-on-aws
This repository provides guidance on building a multi-tenant SaaS solution for accessing foundation models using Amazon Bedrock and Amazon SageMaker. It helps enterprise IT teams track usage and costs of foundation models, regulate access, and provide visibility to cost centers. The solution includes an API Gateway design pattern for standardization and governance, enabling loose coupling between model consumers and endpoint services. The CDK Stack deploys resources for private networking, API Gateway, Lambda functions, DynamoDB table, EventBridge, S3 buckets, and Cloudwatch logs.

Upsonic
Upsonic offers a cutting-edge enterprise-ready framework for orchestrating LLM calls, agents, and computer use to complete tasks cost-effectively. It provides reliable systems, scalability, and a task-oriented structure for real-world cases. Key features include production-ready scalability, task-centric design, MCP server support, tool-calling server, computer use integration, and easy addition of custom tools. The framework supports client-server architecture and allows seamless deployment on AWS, GCP, or locally using Docker.

build-an-agentic-llm-assistant
This repository provides a hands-on workshop for developers and solution builders to build a real-life serverless LLM application using foundation models (FMs) through Amazon Bedrock and advanced design patterns such as Reason and Act (ReAct) Agent, text-to-SQL, and Retrieval Augmented Generation (RAG). It guides users through labs to explore common and advanced LLM application design patterns, helping them build a complex Agentic LLM assistant capable of answering retrieval and analytical questions on internal knowledge bases. The repository includes labs on IaC with AWS CDK, building serverless LLM assistants with AWS Lambda and Amazon Bedrock, refactoring LLM assistants into custom agents, extending agents with semantic retrieval, and querying SQL databases. Users need to set up AWS Cloud9, configure model access on Amazon Bedrock, and use Amazon SageMaker Studio environment to run data-pipelines notebooks.

0chain
Züs is a high-performance cloud on a fast blockchain offering privacy and configurable uptime. It uses erasure code to distribute data between data and parity servers, allowing flexibility for IT managers to design for security and uptime. Users can easily share encrypted data with business partners through a proxy key sharing protocol. The ecosystem includes apps like Blimp for cloud migration, Vult for personal cloud storage, and Chalk for NFT artists. Other apps include Bolt for secure wallet and staking, Atlus for blockchain explorer, and Chimney for network participation. The QoS protocol challenges providers based on response time, while the privacy protocol enables secure data sharing. Züs supports hybrid and multi-cloud architectures, allowing users to improve regulatory compliance and security requirements.

cheat-sheet-pdf
The Cheat-Sheet Collection for DevOps, Engineers, IT professionals, and more is a curated list of cheat sheets for various tools and technologies commonly used in the software development and IT industry. It includes cheat sheets for Nginx, Docker, Ansible, Python, Go (Golang), Git, Regular Expressions (Regex), PowerShell, VIM, Jenkins, CI/CD, Kubernetes, Linux, Redis, Slack, Puppet, Google Cloud Developer, AI, Neural Networks, Machine Learning, Deep Learning & Data Science, PostgreSQL, Ajax, AWS, Infrastructure as Code (IaC), System Design, and Cyber Security.

dataengineering-roadmap
A repository providing basic concepts, technical challenges, and resources on data engineering in Spanish. It is a curated list of free, Spanish-language materials found on the internet to facilitate the study of data engineering enthusiasts. The repository covers programming fundamentals, programming languages like Python, version control with Git, database fundamentals, SQL, design concepts, Big Data, analytics, cloud computing, data processing, and job search tips in the IT field.

swift-chat
SwiftChat is a fast and responsive AI chat application developed with React Native and powered by Amazon Bedrock. It offers real-time streaming conversations, AI image generation, multimodal support, conversation history management, and cross-platform compatibility across Android, iOS, and macOS. The app supports multiple AI models like Amazon Bedrock, Ollama, DeepSeek, and OpenAI, and features a customizable system prompt assistant. With a minimalist design philosophy and robust privacy protection, SwiftChat delivers a seamless chat experience with various features like rich Markdown support, comprehensive multimodal analysis, creative image suite, and quick access tools. The app prioritizes speed in launch, request, render, and storage, ensuring a fast and efficient user experience. SwiftChat also emphasizes app privacy and security by encrypting API key storage, minimal permission requirements, local-only data storage, and a privacy-first approach.

lobe-chat
Lobe Chat is an open-source, modern-design ChatGPT/LLMs UI/Framework. Supports speech-synthesis, multi-modal, and extensible ([function call][docs-functionc-call]) plugin system. One-click **FREE** deployment of your private OpenAI ChatGPT/Claude/Gemini/Groq/Ollama chat application.

llm-twin-course
The LLM Twin Course is a free, end-to-end framework for building production-ready LLM systems. It teaches you how to design, train, and deploy a production-ready LLM twin of yourself powered by LLMs, vector DBs, and LLMOps good practices. The course is split into 11 hands-on written lessons and the open-source code you can access on GitHub. You can read everything and try out the code at your own pace.

neural-compressor
Intel® Neural Compressor is an open-source Python library that supports popular model compression techniques such as quantization, pruning (sparsity), distillation, and neural architecture search on mainstream frameworks such as TensorFlow, PyTorch, ONNX Runtime, and MXNet. It provides key features, typical examples, and open collaborations, including support for a wide range of Intel hardware, validation of popular LLMs, and collaboration with cloud marketplaces, software platforms, and open AI ecosystems.

parlant
Parlant is a structured approach to building and guiding customer-facing AI agents. It allows developers to create and manage robust AI agents, providing specific feedback on agent behavior and helping understand user intentions better. With features like guidelines, glossary, coherence checks, dynamic context, and guided tool use, Parlant offers control over agent responses and behavior. Developer-friendly aspects include instant changes, Git integration, clean architecture, and type safety. It enables confident deployment with scalability, effective debugging, and validation before deployment. Parlant works with major LLM providers and offers client SDKs for Python and TypeScript. The tool facilitates natural customer interactions through asynchronous communication and provides a chat UI for testing new behaviors before deployment.

redbox-copilot
Redbox Copilot is a retrieval augmented generation (RAG) app that uses GenAI to chat with and summarise civil service documents. It increases organisational memory by indexing documents and can summarise reports read months ago, supplement them with current work, and produce a first draft that lets civil servants focus on what they do best. The project uses a microservice architecture with each microservice running in its own container defined by a Dockerfile. Dependencies are managed using Python Poetry. Contributions are welcome, and the project is licensed under the MIT License.

hongbomiao.com
hongbomiao.com is a personal research and development (R&D) lab that facilitates the sharing of knowledge. The repository covers a wide range of topics including web development, mobile development, desktop applications, API servers, cloud native technologies, data processing, machine learning, computer vision, embedded systems, simulation, database management, data cleaning, data orchestration, testing, ops, authentication, authorization, security, system tools, reverse engineering, Ethereum, hardware, network, guidelines, design, bots, and more. It provides detailed information on various tools, frameworks, libraries, and platforms used in these domains.
20 - OpenAI Gpts

Architext
Architext is a sophisticated chatbot designed to guide users through the complexities of AWS architecture, leveraging the AWS Well-Architected Framework. It offers real-time, tailored advice, interactive learning, and up-to-date resources for both novices and experts in AWS cloud infrastructure.

Serverless Architect Pro
Helping software engineers to architect domain-driven serverless systems on AWS

🌟Technical diagrams pro🌟
Create UML for flowcharts, Class, Sequence, Use Case, and Activity diagrams using PlantUML. System design and cloud infrastructure diagrams for AWS, Azue and GCP. No login required.

Design Thinking Wizard
Expert in designing engaging and effective Design Thinking workshops.

Design Sprint Coach (beta)
A helpful coach for guiding teams through Design Sprints with a touch of sass.

Design Recruiter
Job interview coach for product designers. Train interviews and say stop when you need a feedback. You got this!!