Best AI tools for< Learn About Design Best Practices >

BugFree.ai is an AI-powered platform designed to help users practice system design and behavior interviews, similar to Leetcode. The platform offers a range of features to assist users in preparing for technical interviews, including mock interviews, real-time feedback, and personalized study plans. With BugFree.ai, users can improve their problem-solving skills and gain confidence in tackling complex interview questions.

Chatbots Life is a platform dedicated to providing comprehensive resources and insights on chatbots, AI, and natural language understanding (NLU). The website offers a wide range of content, including articles, workshops, and events, to help individuals learn and stay updated on the latest trends and technologies in the field of conversational AI.

Dribbble is a platform that connects designers with potential clients. It allows designers to showcase their work, find new clients, and get feedback from other designers. Dribbble also offers a variety of resources for designers, including tutorials, articles, and job listings.

DESIGNOVEL is an AI-powered fashion design platform that provides users with a variety of tools to create and sell their own clothing designs. The platform offers a range of features, including a 3D design tool, a fabric library, and a marketplace where users can sell their designs. DESIGNOVEL also offers a range of educational resources, including tutorials and workshops, to help users learn about fashion design. The platform is designed to be easy to use, even for beginners, and it offers a variety of pricing plans to fit every budget.

NonprofitAMA is an AI chatbot designed to provide information and resources on various aspects of nonprofits, including leadership, management, governance, fundraising, marketing, and more. Users can ask questions related to nonprofits, and the chatbot offers curated responses based on high-quality resources. It also allows users to access additional information by clicking on provided links. NonprofitAMA aims to assist individuals in understanding and navigating the complexities of nonprofit organizations.

Zazow is a website that allows users to create algorithmic generative art. Users can select from a variety of algorithms to create unique digital artwork. The algorithms are easy to use and allow users to have total control over every aspect of the artwork. Users can save their artwork and share it with the Zazow community. They can also download their finished artwork and use it in creative ways.

Stable Diffusion 3 is an advanced text-to-image model developed by Stability AI, offering significant improvements in image fidelity, multi-subject handling, and text adherence. Leveraging the Multimodal Diffusion Transformer (MMDiT) architecture, it features separate weights for image and language representations. Users can access the model through the Stable Diffusion 3 API, download options, and online platforms to experience its capabilities and benefits.

Mobility Engineering is a website that provides news, articles, and resources on the latest developments in mobility technology. The site covers a wide range of topics, including autonomous vehicles, connected cars, electric vehicles, and more. Mobility Engineering is a valuable resource for anyone interested in staying up-to-date on the latest trends in mobility technology.

The AI+X Summit is the largest event focusing on AI research, development, and application in the German-speaking part of Switzerland. The event covers various tracks and workshops on topics such as AI in finance, urban mobility, human-centered design, generative AI, responsible AI, AI for science, and more. It aims to bring together industry professionals, startups, academia, and a wider ecosystem to explore the latest advancements in artificial intelligence and its applications across different sectors.

UX Tigers is a website that provides user experience insights and articles from Jakob Nielsen. The website covers a wide range of UX topics, including user research, design, and usability. UX Tigers also offers a variety of resources, such as templates and tools, to help UX professionals improve their work.

Blockade Labs Skybox AI is a powerful tool that allows users to create and explore AI-generated 3D worlds. With Skybox AI, users can quickly and easily create realistic and immersive 3D environments that can be used for a variety of purposes, such as gaming, filmmaking, and architecture. Skybox AI is also a great tool for learning about AI and how it can be used to create new and innovative experiences.

WIRED is a leading technology publication that covers the latest advancements in science, culture, business, and design. It provides in-depth analysis, interviews, and reviews of the most important technological trends shaping our world. WIRED is known for its insightful and thought-provoking content, which helps readers understand the impact of technology on society and their lives.

Imaginary Interiors is a website that showcases AI-generated interior designs and architecture. The website features new images every Sunday, and all of the images are created using artificial intelligence. The website is a great resource for anyone who is interested in interior design, architecture, or artificial intelligence.

Midjourney is a free online AI image generator that allows users to create high-quality images from simple text prompts. It is powered by advanced machine learning algorithms that can understand the meaning of words and convert them into realistic and visually appealing images. Midjourney is easy to use and does not require any special hardware or software. Users simply need to enter a text description of the image they want to generate and Midjourney will create it in a matter of seconds.

FunGifts.AI is a website that allows users to create personalized memory games using AI-generated artwork. Users can upload photos of a person, and the AI will generate unique artwork that is then printed on the cards. The games are made with high-quality materials and are shipped quickly and securely.

AI Art Weekly is a free, once-weekly email newsletter that provides a roundup of generative AI art news, interviews, and resources. It is a valuable resource for anyone who wants to stay up-to-date on the latest developments in generative AI art.

Lucid Beads is an online platform that allows users to create personalized bracelets with a purpose. Users can design fully custom bracelets bead by bead, learn about gemstones, explore popular creations, and raise funds for nonprofit organizations. The platform offers handmade bracelets made from natural gemstones, hypoallergenic elastic cord, and free US shipping. Users can customize gemstones, spacers, charms, and even engrave text or images on their bracelets. Lucid Beads also provides a fundraising feature where users can create custom branded bracelets for their cause, with no inventory or fees involved. The platform offers a variety of gemstones, birthstones, and zodiac signs to choose from, allowing users to create unique and meaningful bracelets.

Atheros is an AI-driven engineering and design company that specializes in building AI-driven products. They offer access to a team of world-class engineers, scientists, and designers to help execute visions and bring products to life. Atheros focuses on meaningful projects with a positive impact, providing services such as product specification, UX/UI design, AI and machine learning, architecture and engineering, MVP release, and iterations. The company emphasizes speed, reliability, pay-as-you-go pricing, business value enhancement, cutting-edge technologies, and assistance in securing funding. Atheros also offers a learning platform for individuals and companies to learn about building modern AI products.

DoDoBoo is a unique app that transforms children's doodles into vibrant works of art. It's a fun, family-friendly platform that inspires creativity and confidence in kids. With its optimized AI model, child-centric design, enhanced child protection, and seamless updates, DoDoBoo provides a safe and engaging space for kids to explore their artistic talents and learn about advanced technology in a fun way.

The AI Blog is a platform dedicated to artificial intelligence, providing innovative, informative, and entertaining content. The website showcases the progress of AI capabilities in various fields such as text, image, video, audio, design, technology, and education. All content on the site is generated by artificial intelligence with some human assistance, making it a form of digital art.

LLMOps Duke AIPI is a course focused on operationalizing Large Language Models, teaching methodologies for developing applications using software development best practices with large language models. The course covers various topics such as generative AI concepts, setting up development environments, interacting with large language models, using local large language models, applied solutions with LLMs, extensibility using plugins and functions, retrieval augmented generation, introduction to Python web frameworks for APIs, DevOps principles, deploying machine learning APIs, LLM platforms, and final presentations. Students will learn to build, share, and present portfolios using Github, YouTube, and Linkedin, as well as develop non-linear life-long learning skills. Prerequisites include basic Linux and programming skills, with coursework available in Python or Rust. Additional resources and references are provided for further learning and exploration.

Contoso Chat is a Python sample demonstrating how to build, evaluate, and deploy a retail copilot application with Azure AI Studio using Promptflow with Prompty assets. The sample implements a Retrieval Augmented Generation approach to answer customer queries based on the company's product catalog and customer purchase history. It utilizes Azure AI Search, Azure Cosmos DB, Azure OpenAI, text-embeddings-ada-002, and GPT models for vectorizing user queries, AI-assisted evaluation, and generating chat responses. By exploring this sample, users can learn to build a retail copilot application, define prompts using Prompty, design, run & evaluate a copilot using Promptflow, provision and deploy the solution to Azure using the Azure Developer CLI, and understand Responsible AI practices for evaluation and content safety.

The LLM course is divided into three parts: 1. 🧩 **LLM Fundamentals** covers essential knowledge about mathematics, Python, and neural networks. 2. 🧑‍🔬 **The LLM Scientist** focuses on building the best possible LLMs using the latest techniques. 3. 👷 **The LLM Engineer** focuses on creating LLM-based applications and deploying them. For an interactive version of this course, I created two **LLM assistants** that will answer questions and test your knowledge in a personalized way: * 🤗 **HuggingChat Assistant**: Free version using Mixtral-8x7B. * 🤖 **ChatGPT Assistant**: Requires a premium account. ## 📝 Notebooks A list of notebooks and articles related to large language models. ### Tools | Notebook | Description | Notebook | |----------|-------------|----------| | 🧐 LLM AutoEval | Automatically evaluate your LLMs using RunPod |  | | 🥱 LazyMergekit | Easily merge models using MergeKit in one click. |  | | 🦎 LazyAxolotl | Fine-tune models in the cloud using Axolotl in one click. |  | | ⚡ AutoQuant | Quantize LLMs in GGUF, GPTQ, EXL2, AWQ, and HQQ formats in one click. |  | | 🌳 Model Family Tree | Visualize the family tree of merged models. |  | | 🚀 ZeroSpace | Automatically create a Gradio chat interface using a free ZeroGPU. |  |

NeMo Guardrails is an open-source toolkit for easily adding _programmable guardrails_ to LLM-based conversational applications. Guardrails (or "rails" for short) are specific ways of controlling the output of a large language model, such as not talking about politics, responding in a particular way to specific user requests, following a predefined dialog path, using a particular language style, extracting structured data, and more.

A comprehensive repository of resources for Chinese large language models (LLMs), including data processing tools, fine-tuning frameworks, inference libraries, evaluation platforms, RAG engines, agent frameworks, books, courses, tutorials, and tips. The repository covers a wide range of tools and resources for working with LLMs, from data labeling and processing to model fine-tuning, inference, evaluation, and application development. It also includes resources for learning about LLMs through books, courses, and tutorials, as well as insights and strategies from building with LLMs.

LLM-PowerHouse is a comprehensive and curated guide designed to empower developers, researchers, and enthusiasts to harness the true capabilities of Large Language Models (LLMs) and build intelligent applications that push the boundaries of natural language understanding. This GitHub repository provides in-depth articles, codebase mastery, LLM PlayLab, and resources for cost analysis and network visualization. It covers various aspects of LLMs, including NLP, models, training, evaluation metrics, open LLMs, and more. The repository also includes a collection of code examples and tutorials to help users build and deploy LLM-based applications.

A curated list of Generative AI projects, tools, artworks, and models

Transtation is an easy-to-use and powerful translation software for Android/Desktop based on Kotlin Multiplatform + Compose Multiplatform. It allows users to translate one item using multiple engines simultaneously, utilize advanced Large Language Models for translation, chat with LLMs for translation, translate long text, support plugin development, image translation, and screen translation. The application is designed for Chinese users and serves as a reference for learning Jetpack Compose or Compose Multiplatform. It features Kotlin Multiplatform, Compose Multiplatform, MVVM, Kotlin Coroutine, Flow, SqlDelight, synchronized translation with multiple engines, plugin development, and makes use of Kotlin language features like lazy loading, Coroutine, sealed classes, and reflection. The application gradually adapts to Android13 with features like setting application language separately and supporting Monet icon.

Hercules is the world’s first open-source testing agent designed to handle the toughest testing tasks for modern web applications. It turns simple Gherkin steps into fully automated end-to-end tests, making testing simple, reliable, and efficient. Hercules adapts to various platforms like Salesforce and is suitable for CI/CD pipelines. It aims to democratize and disrupt test automation, making top-tier testing accessible to everyone. The tool is transparent, reliable, and community-driven, empowering teams to deliver better software. Hercules offers multiple ways to get started, including using PyPI package, Docker, or building and running from source code. It supports various AI models, provides detailed installation and usage instructions, and integrates with Nuclei for security testing and WCAG for accessibility testing. The tool is production-ready, open core, and open source, with plans for enhanced LLM support, advanced tooling, improved DOM distillation, community contributions, extensive documentation, and a bounty program.

AITreasureBox is a comprehensive collection of AI tools and resources designed to simplify and accelerate the development of AI projects. It provides a wide range of pre-trained models, datasets, and utilities that can be easily integrated into various AI applications. With AITreasureBox, developers can quickly prototype, test, and deploy AI solutions without having to build everything from scratch. Whether you are working on computer vision, natural language processing, or reinforcement learning projects, AITreasureBox has something to offer for everyone. The repository is regularly updated with new tools and resources to keep up with the latest advancements in the field of artificial intelligence.

This repository is a curated list of open-source libraries for production large language models. It includes tools for data preprocessing, training/finetuning, evaluation/benchmarking, serving/inference, application/RAG, testing/monitoring, and guardrails/security. The repository also provides a new category called LLM Cookbook/Examples for showcasing examples and guides on using various LLM APIs.

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.

The Intelligence Toolkit is a suite of interactive workflows designed to help domain experts make sense of real-world data by identifying patterns, themes, relationships, and risks within complex datasets. It utilizes generative AI (GPT models) to create reports on findings of interest. The toolkit supports analysis of case, entity, and text data, providing various interactive workflows for different intelligence tasks. Users are expected to evaluate the quality of data insights and AI interpretations before taking action. The system is designed for moderate-sized datasets and responsible use of personal case data. It uses the GPT-4 model from OpenAI or Azure OpenAI APIs for generating reports and insights.

PydanticAI is a Python agent framework designed to make it less painful to build production grade applications with Generative AI. It is built by the Pydantic Team and supports various AI models like OpenAI, Anthropic, Gemini, Ollama, Groq, and Mistral. PydanticAI seamlessly integrates with Pydantic Logfire for real-time debugging, performance monitoring, and behavior tracking of LLM-powered applications. It is type-safe, Python-centric, and offers structured responses, dependency injection system, and streamed responses. PydanticAI is in early beta, offering a Python-centric design to apply standard Python best practices in AI-driven projects.

The Enterprise Azure OpenAI Hub is a comprehensive repository designed to guide users through the world of Generative AI on the Azure platform. It offers a structured learning experience to accelerate the transition from concept to production in an Enterprise context. The hub empowers users to explore various use cases with Azure services, ensuring security and compliance. It provides real-world examples and playbooks for practical insights into solving complex problems and developing cutting-edge AI solutions. The repository also serves as a library of proven patterns, aligning with industry standards and promoting best practices for secure and compliant AI development.

DataDreamer is a powerful open-source Python library designed for prompting, synthetic data generation, and training workflows. It is simple, efficient, and research-grade, allowing users to create prompting workflows, generate synthetic datasets, and train models with ease. The library is built for researchers, by researchers, focusing on correctness, best practices, and reproducibility. It offers features like aggressive caching, resumability, support for bleeding-edge techniques, and easy sharing of datasets and models. DataDreamer enables users to run multi-step prompting workflows, generate synthetic datasets for various tasks, and train models by aligning, fine-tuning, instruction-tuning, and distilling them using existing or synthetic data.

The Atomic Agents framework is a modular and extensible tool designed for creating powerful applications. It leverages Pydantic for data validation and serialization. The framework follows the principles of Atomic Design, providing small and single-purpose components that can be combined. It integrates with Instructor for AI agent architecture and supports various APIs like Cohere, Anthropic, and Gemini. The tool includes documentation, examples, and testing features to ensure smooth development and usage.

ChatGPT is a large language model that can generate human-like text, translate languages, write different kinds of creative content, and answer your questions in a conversational way. It is trained on a massive amount of text data, and it is able to understand and respond to a wide range of natural language prompts. Here are 5 jobs suitable for this tool, in lowercase letters: 1. content writer 2. chatbot assistant 3. language translator 4. creative writer 5. researcher

Koordinator is a QoS based scheduling system for hybrid orchestration workloads on Kubernetes. It aims to improve runtime efficiency and reliability of latency sensitive workloads and batch jobs, simplify resource-related configuration tuning, and increase pod deployment density. It enhances Kubernetes user experience by optimizing resource utilization, improving performance, providing flexible scheduling policies, and easy integration into existing clusters.

Fed with all the major design systems docs sites and some expert blogs

A product and content design coach offering design advice, feedback, sample briefs and self-care tips.

Your design feedback partner offers you constructive feedback from multiple perspectives on your work. Simply upload your screens to receive valuable feedback.

A System Architect Coach guiding you through system design principles and best practices. Explains CAP theorem like no one else

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.

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

Instructional guide with DALLE visuals

An API expert, offering technical advice and examples.

Explore a wide range of shoe styles and learn about design with AI-generated images.

Mentor for designers on creating modern design systems

A creative assistant for graphic designers, offering inspiration and unique design ideas.

Friendly, professional design expert, offering critiques and creating mockups.

I conduct mock system design interviews.

Mimics top tech companies' system design interviews

Expert in car history, design, and technology, providing facts and images.

Pioneering in 3D Design & Optimization, developed on OpenAI

I assist in creating UI designs for apps.

I'm Mark, a consultant for CPO and CDO roles, specializing in UX Strategy.

Your go-to guide for chair types, designs, and furniture tips.

Consistent property auction game host with post-purchase renovation insights.