Best AI tools for< Design Distributed Systems >
20 - AI tool Sites
Wondr AI
Wondr AI is a comprehensive platform that empowers users to automate their print-on-demand stores with the help of AI. It offers a suite of tools and features designed to streamline the process of creating, publishing, and listing products, as well as automating social media posts and marketplace listings. With Wondr AI, users can generate unique product designs, descriptions, and social media content, and distribute their products to various marketplaces, all without the need for manual input or coding knowledge.
imgix
imgix is an end-to-end visual media solution that enables users to create, transform, and optimize captivating images and videos for an unparalleled visual experience. It simplifies the complex visual media technology, improves web performance, and delivers responsive design. Trusted by innovative companies worldwide, imgix offers features such as easy cloud storage connection, intelligent compression, fast loading with a globally distributed CDN, over 150 image operations, video streaming, asset management, intuitive analytics, and powerful SDKs & tools.
Kosmc
Kosmc is an all-in-one creator platform powered by AI, offering a comprehensive suite of tools for content creation, design, and development. With its AI-driven capabilities, Kosmc aims to streamline the creative process and empower users to bring their ideas to life efficiently. The platform provides intuitive features and functionalities that cater to various creative needs, making it a valuable resource for individuals and businesses looking to enhance their digital presence.
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.
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.
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.
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 platform that aims to ignite creativity and inspire new design ideas. By leveraging artificial intelligence, users can explore fresh perspectives and possibilities for their design projects. The platform allows users to input their design problems or themes, and then generates sparks of inspiration to help overcome creative blocks and spark innovative solutions. Design Sparks provides a user-friendly interface for uploading PDFs or entering URLs to generate design ideas. Users can save their sparks and ideas for future reference, making it a valuable tool for designers seeking to enhance their creative process.
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.
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.
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.
Figr
Figr is an AI-driven platform that specializes in UI design and workflow optimization. It leverages artificial intelligence to streamline the design process, making it more efficient and user-friendly. With Figr, users can create stunning user interfaces with ease, thanks to its intuitive tools and smart suggestions. The platform caters to both beginners and experienced designers, offering a range of features to enhance productivity and creativity. Figr aims to revolutionize the way UI design is approached by integrating AI technology seamlessly into the workflow.
VisualEyes
VisualEyes is a user experience (UX) optimization tool that uses attention heatmaps and clarity scores to help businesses improve the effectiveness of their digital products. It provides insights into how users interact with websites and applications, allowing businesses to identify areas for improvement and make data-driven decisions about their designs. VisualEyes is part of Neurons, a leading neuroscience company that specializes in providing AI-powered solutions for businesses.
Ideator
Ideator is an AI-powered tool that helps designers and innovators generate creative ideas. It allows users to input a feature or interaction and then generates different variations of how it could be used, while keeping its main job the same. Ideator is still under development, but it has the potential to be a valuable tool for designers and innovators who are looking for new and creative ways to solve problems.
20 - Open Source AI Tools
knowledge
This repository serves as a personal knowledge base for the owner's reference and use. It covers a wide range of topics including cloud-native operations, Kubernetes ecosystem, networking, cloud services, telemetry, CI/CD, electronic engineering, hardware projects, operating systems, homelab setups, high-performance computing applications, openwrt router usage, programming languages, music theory, blockchain, distributed systems principles, and various other knowledge domains. The content is periodically refined and published on the owner's blog for maintenance purposes.
awesome-AIOps
awesome-AIOps is a curated list of academic researches and industrial materials related to Artificial Intelligence for IT Operations (AIOps). It includes resources such as competitions, white papers, blogs, tutorials, benchmarks, tools, companies, academic materials, talks, workshops, papers, and courses covering various aspects of AIOps like anomaly detection, root cause analysis, incident management, microservices, dependency tracing, and more.
awesome-ai
Awesome AI is a curated list of artificial intelligence resources including courses, tools, apps, and open-source projects. It covers a wide range of topics such as machine learning, deep learning, natural language processing, robotics, conversational interfaces, data science, and more. The repository serves as a comprehensive guide for individuals interested in exploring the field of artificial intelligence and its applications across various domains.
AiTreasureBox
AiTreasureBox is a versatile AI tool that provides a collection of pre-trained models and algorithms for various machine learning tasks. It simplifies the process of implementing AI solutions by offering ready-to-use components that can be easily integrated into projects. With AiTreasureBox, users can quickly prototype and deploy AI applications without the need for extensive knowledge in machine learning or deep learning. The tool covers a wide range of tasks such as image classification, text generation, sentiment analysis, object detection, and more. It is designed to be user-friendly and accessible to both beginners and experienced developers, making AI development more efficient and accessible to a wider audience.
Efficient_Foundation_Model_Survey
Efficient Foundation Model Survey is a comprehensive analysis of resource-efficient large language models (LLMs) and multimodal foundation models. The survey covers algorithmic and systemic innovations to support the growth of large models in a scalable and environmentally sustainable way. It explores cutting-edge model architectures, training/serving algorithms, and practical system designs. The goal is to provide insights on tackling resource challenges posed by large foundation models and inspire future breakthroughs in the field.
autogen
AutoGen is a framework that enables the development of LLM applications using multiple agents that can converse with each other to solve tasks. AutoGen agents are customizable, conversable, and seamlessly allow human participation. They can operate in various modes that employ combinations of LLMs, human inputs, and tools.
vearch
Vearch is a cloud-native distributed vector database designed for efficient similarity search of embedding vectors in AI applications. It supports hybrid search with vector search and scalar filtering, offers fast vector retrieval from millions of objects in milliseconds, and ensures scalability and reliability through replication and elastic scaling out. Users can deploy Vearch cluster on Kubernetes, add charts from the repository or locally, start with Docker-compose, or compile from source code. The tool includes components like Master for schema management, Router for RESTful API, and PartitionServer for hosting document partitions with raft-based replication. Vearch can be used for building visual search systems for indexing images and offers a Python SDK for easy installation and usage. The tool is suitable for AI developers and researchers looking for efficient vector search capabilities in their applications.
LEADS
LEADS is a lightweight embedded assisted driving system designed to simplify the development of instrumentation, control, and analysis systems for racing cars. It is written in Python and C/C++ with impressive performance. The system is customizable and provides abstract layers for component rearrangement. It supports hardware components like Raspberry Pi and Arduino, and can adapt to various hardware types. LEADS offers a modular structure with a focus on flexibility and lightweight design. It includes robust safety features, modern GUI design with dark mode support, high performance on different platforms, and powerful ESC systems for traction control and braking. The system also supports real-time data sharing, live video streaming, and AI-enhanced data analysis for driver training. LEADS VeC Remote Analyst enables transparency between the driver and pit crew, allowing real-time data sharing and analysis. The system is designed to be user-friendly, adaptable, and efficient for racing car development.
HighPerfLLMs2024
High Performance LLMs 2024 is a comprehensive course focused on building a high-performance Large Language Model (LLM) from scratch using Jax. The course covers various aspects such as training, inference, roofline analysis, compilation, sharding, profiling, and optimization techniques. Participants will gain a deep understanding of Jax and learn how to design high-performance computing systems that operate close to their physical limits.
ai_projects
This repository contains a collection of AI projects covering various areas of machine learning. Each project is accompanied by detailed articles on the associated blog sciblog. Projects range from introductory topics like Convolutional Neural Networks and Transfer Learning to advanced topics like Fraud Detection and Recommendation Systems. The repository also includes tutorials on data generation, distributed training, natural language processing, and time series forecasting. Additionally, it features visualization projects such as football match visualization using Datashader.
kaapana
Kaapana is an open-source toolkit for state-of-the-art platform provisioning in the field of medical data analysis. The applications comprise AI-based workflows and federated learning scenarios with a focus on radiological and radiotherapeutic imaging. Obtaining large amounts of medical data necessary for developing and training modern machine learning methods is an extremely challenging effort that often fails in a multi-center setting, e.g. due to technical, organizational and legal hurdles. A federated approach where the data remains under the authority of the individual institutions and is only processed on-site is, in contrast, a promising approach ideally suited to overcome these difficulties. Following this federated concept, the goal of Kaapana is to provide a framework and a set of tools for sharing data processing algorithms, for standardized workflow design and execution as well as for performing distributed method development. This will facilitate data analysis in a compliant way enabling researchers and clinicians to perform large-scale multi-center studies. By adhering to established standards and by adopting widely used open technologies for private cloud development and containerized data processing, Kaapana integrates seamlessly with the existing clinical IT infrastructure, such as the Picture Archiving and Communication System (PACS), and ensures modularity and easy extensibility.
ParrotServe
Parrot is a distributed serving system for LLM-based Applications, designed to efficiently serve LLM-based applications by adding Semantic Variable in the OpenAI-style API. It allows for horizontal scalability with multiple Engine instances running LLM models communicating with ServeCore. The system enables AI agents to interact with LLMs via natural language prompts for collaborative tasks.
AI-System-School
AI System School is a curated list of research in machine learning systems, focusing on ML/DL infra, LLM infra, domain-specific infra, ML/LLM conferences, and general resources. It provides resources such as data processing, training systems, video systems, autoML systems, and more. The repository aims to help users navigate the landscape of AI systems and machine learning infrastructure, offering insights into conferences, surveys, books, videos, courses, and blogs related to the field.
ansible-power-aix
The IBM Power Systems AIX Collection provides modules to manage configurations and deployments of Power AIX systems, enabling workloads on Power platforms as part of an enterprise automation strategy through the Ansible ecosystem. It includes example best practices, requirements for AIX versions, Ansible, and Python, along with resources for documentation and contribution.
fluid
Fluid is an open source Kubernetes-native Distributed Dataset Orchestrator and Accelerator for data-intensive applications, such as big data and AI applications. It implements dataset abstraction, scalable cache runtime, automated data operations, elasticity and scheduling, and is runtime platform agnostic. Key concepts include Dataset and Runtime. Prerequisites include Kubernetes version > 1.16, Golang 1.18+, and Helm 3. The tool offers features like accelerating remote file accessing, machine learning, accelerating PVC, preloading dataset, and on-the-fly dataset cache scaling. Contributions are welcomed, and the project is under the Apache 2.0 license with a vendor-neutral approach.
recommenders
Recommenders is a project under the Linux Foundation of AI and Data that assists researchers, developers, and enthusiasts in prototyping, experimenting with, and bringing to production a range of classic and state-of-the-art recommendation systems. The repository contains examples and best practices for building recommendation systems, provided as Jupyter notebooks. It covers tasks such as preparing data, building models using various recommendation algorithms, evaluating algorithms, tuning hyperparameters, and operationalizing models in a production environment on Azure. The project provides utilities to support common tasks like loading datasets, evaluating model outputs, and splitting training/test data. It includes implementations of state-of-the-art algorithms for self-study and customization in applications.
20 - OpenAI Gpts
DRSgpt
Assisting tutor for distributed real-time systems, engaging with questions and explanations.
System Design Tutor
A System Architect Coach guiding you through system design principles and best practices. Explains CAP theorem like no one else
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!!
BIDARA - Biomimicry Design Assistant
A bio-inspired design and research assisant guiding innovative solutions using the Biomimicry Institute design process.