Best AI tools for< Prototype Projects >

Streamlit is a web application framework that allows users to create interactive web applications effortlessly using Python. It enables data scientists and developers to build and deploy data-driven applications quickly and easily. With Streamlit, users can create interactive visualizations, dashboards, and machine learning models without the need for extensive web development knowledge. The platform provides a simple and intuitive way to turn data scripts into shareable web apps, making it ideal for prototyping, showcasing projects, and sharing insights with others.

PLEASEDONTCODE is an AI Code Generator specifically designed for Arduino and ESP32 embedded systems. It simplifies the coding process for users, helping them overcome common obstacles in programming such as compilation errors, syntax confusion, and logic issues. By automating code generation, the tool ensures error-free, syntactically correct, and logically sound code with clear comments for easy understanding. It aims to streamline project execution, increase productivity, and accelerate the development of prototype projects.

Mockitt is an all-in-one online design, prototyping, and collaboration platform that empowers UI/UX designers to create interactive and animated prototypes, flowcharts, and mind maps. With its AI-powered features, such as AI Prototype Generator, AI Component Generator, and Magic Fill, Mockitt helps designers significantly elevate their efficiency and unlock new possibilities. Mockitt also offers a wide range of built-in templates, components, and resources, making it easy for anyone to bring their ideas to life. Additionally, Mockitt's real-time collaboration features enable designers to share, edit, and comment on projects simultaneously, ensuring everyone is on the same page.

Kodu.ai is an AI-powered platform that offers a set of tools to help users bring their ideas to life, from ideation to prototyping and product development, without the need for coding expertise. The platform leverages advanced AI capabilities to autonomously build software based on user descriptions, enabling rapid development and deployment of projects. Kodu.ai also provides features like voice-to-product creation, real-time visualization, interactive mockups, market validation, AI-powered design, and one-click launch to streamline the development process and empower users to focus on their creative ideas.

Aizecs is an AI application that helps users build their AI startup MVP in just 12 days. The platform offers a range of technologies and projects to assist in turning ideas into impactful solutions with precision and innovation. Users can access curated prompts, AI-driven therapy, and various tech tools to accelerate their development process. Aizecs is trusted by successful founders for its speed, accuracy, and context understanding in data analysis and natural language processing.

Playform is an AI Art Generator that serves as the AI Swiss Army knife for Professional Artists. It offers a concept art process using various AI generative tools to empower artists, creators, and designers in integrating AI into their creative process. Playform provides an integrated platform with features like Face Mix, Pro-Art Filters, Sketch Style Transfer, Rapid Prototyping, and Upscale Custom NFT Projects. It aims to make AI accessible to all artists without the need to learn new technical terminology or how to code.

JFrog ML is an AI platform designed to streamline AI development from prototype to production. It offers a unified MLOps platform to build, train, deploy, and manage AI workflows at scale. With features like Feature Store, LLMOps, and model monitoring, JFrog ML empowers AI teams to collaborate efficiently and optimize AI & ML models in production.

Framer is a web development platform that allows users to create interactive prototypes and websites with ease. It provides a user-friendly interface for designing and publishing websites without the need for extensive coding knowledge. With Framer, users can bring their ideas to life by quickly prototyping and sharing their projects. The platform offers a range of templates and design tools to help users customize their websites to suit their needs. Framer is suitable for both beginners and experienced web developers looking to streamline their design process.

Bubble.io is a web development platform that allows users to create web applications without writing code. It provides a visual interface for designing and building websites and web applications, making it easy for users to bring their ideas to life. With Bubble.io, users can create interactive and responsive web applications that are fully customizable to suit their needs. The platform offers a range of features and tools to help users build and launch their projects quickly and efficiently.

SmartEq.ai is an AI-driven platform that revolutionizes the development of groundbreaking technology products through innovative approaches. The platform leverages cutting-edge AI tools like Nostradamus for market research and equity distribution, empowering end users to shape and own the products. SmartEq.ai also offers a unique equity crowdfunding platform, saaseq.app, to democratize access to early-stage investment opportunities. By fostering a collaborative and rewarding ecosystem, SmartEq.ai is redefining the traditional boundaries between SaaS startups and users, driving innovation in the tech industry.

Blitzware is an AI-powered platform that empowers enterprises to build bespoke software solutions. Operating as a collaborative hub, Blitzware's autonomous studios specialize in various app categories, delivering cutting-edge digital solutions through fullstack development, mobile development, AI & Data Science, and Cloud & DevOps services. The platform also offers creative services such as UI/UX design, art direction, illustration, branding, and product management. With a client-centric approach, Blitzware prioritizes client needs and feedback, delivering quick results and innovative solutions to propel businesses forward.

Code Companion AI is a desktop application powered by OpenAI's ChatGPT, designed to aid by performing a myriad of coding tasks. This application streamlines project management with its chatbot interface that can execute shell commands, generate code, handle database queries and review your existing code. Tasks are as simple as sending a message - you could request creation of a .gitignore file, or deploy an app on AWS, and CodeCompanion.AI does it for you. Simply download CodeCompanion.AI from the website to enjoy all features across various programming languages and platforms.

Create is a free-to-use AI app builder that lets you code using plain text and images. With Create, you can design and build apps like a pro, without having to write a single line of code. Create is perfect for building internal tools, prototypes, and even full-fledged applications.

TeleportHQ is a collaborative front-end platform that provides tools for UI development and content modeling. It offers a visual builder for creating and publishing static websites, headless CMS integrations, and Figma plugin for importing designs. TeleportHQ enables seamless collaboration between designers and developers, allowing them to create responsive websites, components, and interfaces. It also provides code collaboration tools, code generators, and a powerful front-end UI editor for customization. With TeleportHQ, teams can build, collaborate, and ship production-ready code faster.

Widecanvas AI is a versatile platform that allows users to bring their ideas to life through drawing, speaking, and coding. With a user-friendly interface, it caters to individuals looking to create apps without the need for extensive technical knowledge. The platform seamlessly integrates drawing and coding functionalities, enabling users to visualize and implement their concepts in a single environment. Widecanvas AI empowers users to unleash their creativity and transform their visions into functional applications with ease.

LanguageGUI is an open-source design system and UI Kit for giving LLMs the flexibility of formatting text outputs into richer graphical user interfaces. It includes dozens of unique UI elements that serve different use cases for rich conversational user interfaces, such as 100+ UI components & customizable screens, 10+ conversational UI widgets, 20+ chat bubbles, 30+ pre-built screens to kickoff your design, 5+ chat sidebars with customizable settings, multi-prompt workflow screen designs, 8+ prompt boxes, and dark mode. LanguageGUI is designed with variables and styles, designed with Figma Auto Layout, and is free to use for both personal and commercial projects without required attribution.

Imaginary Programming is an AI tool that allows frontend developers to leverage OpenAI's GPT engine to add human-like intelligence to their code effortlessly. By defining function prototypes in TypeScript, developers can access GPT's capabilities without the need for AI model training. The tool enables users to extract structured data, generate text, classify data based on intent or emotion, and parse unstructured language. Imaginary Programming is designed to help developers tackle new challenges and enhance their projects with AI intelligence.

Google Labs is a platform for AI experiments and applications developed by Google. It features a variety of experimental tools and prototypes that showcase the capabilities of AI technology. Users can explore projects like Project Astra, Whisk, Talking Tours, Daily Listen, and more, each offering unique ways to interact with AI. The platform also hosts lab sessions, community events, and collaborations with artists, musicians, journalists, and educators to push the boundaries of creativity and innovation through AI.

The AI Assistant is an AI tool designed for Business Analysts and UI/UX designers to automate tasks related to text analysis, generating mockup forms, SQL scripts, and UML diagrams. It extracts information from natural language, structures data, generates project diagrams, and assists in project documentation. The tool aims to reduce the time needed to execute tasks and is flexible to adapt to specific company needs.

Lisapet.AI is an AI prompt testing suite designed for product teams to streamline the process of designing, prototyping, testing, and shipping AI features. It offers a comprehensive platform with features like best-in-class AI playground, variables for dynamic data inputs, structured outputs, side-by-side editing, function calling, image inputs, assertions & metrics, performance comparison, data sets organization, shareable reports, comments & feedback, token & cost stats, and more. The application aims to help teams save time, improve efficiency, and ensure the reliability of AI features through automated prompt testing.

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.

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.

PmHub is a smart project management system based on SpringCloud, SpringCloud Alibaba, and LLM. It aims to help students quickly grasp the architecture design and development process of microservices/distributed projects. PmHub provides a platform for students to experience the transformation from monolithic to microservices architecture, understand the pros and cons of both architectures, and prepare for job interviews. It offers popular technologies like SpringCloud-Gateway, Nacos, Sentinel, and provides high-quality code, continuous integration, product design documents, and an enterprise workflow system. PmHub is suitable for beginners and advanced learners who want to master core knowledge of microservices/distributed projects.

MaixPy is a Python SDK that enables users to easily create AI vision projects on edge devices. It provides a user-friendly API for accessing NPU, making it suitable for AI Algorithm Engineers, STEM teachers, Makers, Engineers, Students, Enterprises, and Contestants. The tool supports Python programming, MaixVision Workstation, AI vision, video streaming, voice recognition, and peripheral usage. It also offers an online AI training platform called MaixHub. MaixPy is designed for new hardware platforms like MaixCAM, offering improved performance and features compared to older versions. The ecosystem includes hardware, software, tools, documentation, and a cloud platform.

AI Prompt Runner for VSCode is a research prototype project that provides a VSCode extension to run prompts. Users can install the extension, set a secret key, and run prompts to get results for any project. The tool is designed for developers and researchers to experiment with AI prompts within the VSCode environment.

The 'llms-tools' repository is a comprehensive collection of AI tools, open-source projects, and research related to Large Language Models (LLMs) and Chatbots. It covers a wide range of topics such as AI in various domains, open-source models, chats & assistants, visual language models, evaluation tools, libraries, devices, income models, text-to-image, computer vision, audio & speech, code & math, games, robotics, typography, bio & med, military, climate, finance, and presentation. The repository provides valuable resources for researchers, developers, and enthusiasts interested in exploring the capabilities of LLMs and related technologies.

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

Zeta is a tool designed to build state-of-the-art AI models faster by providing modular, high-performance, and scalable building blocks. It addresses the common issues faced while working with neural nets, such as chaotic codebases, lack of modularity, and low performance modules. Zeta emphasizes usability, modularity, and performance, and is currently used in hundreds of models across various GitHub repositories. It enables users to prototype, train, optimize, and deploy the latest SOTA neural nets into production. The tool offers various modules like FlashAttention, SwiGLUStacked, RelativePositionBias, FeedForward, BitLinear, PalmE, Unet, VisionEmbeddings, niva, FusedDenseGELUDense, FusedDropoutLayerNorm, MambaBlock, Film, hyper_optimize, DPO, and ZetaCloud for different tasks in AI model development.

Awesome Generative AI is a curated list of modern Generative Artificial Intelligence projects and services. Generative AI technology creates original content like images, sounds, and texts using machine learning algorithms trained on large data sets. It can produce unique and realistic outputs such as photorealistic images, digital art, music, and writing. The repo covers a wide range of applications in art, entertainment, marketing, academia, and computer science.

Current trends and state of the art for using open & local LLM models as copilots to complete code, generate projects, act as shell assistants, automatically fix bugs, and more. This document is a curated list of local Copilots, shell assistants, and related projects, intended to be a resource for those interested in a survey of the existing tools and to help developers discover the state of the art for projects like these.

Welcome to the Blog Script Project, a collaborative platform for developers and writers to create, manage, and share content. With features like Markdown support, submodule integration, customizable templates, project contribution workflow, global visibility, community discussions, SEO optimization, and role-based dashboard, Blog Script enhances collaboration and visibility for your work. You can contribute by adding new projects, improving existing projects, updating documentation, fixing bugs, optimizing, and ensuring code readability. Follow the contribution guidelines to star the repository, find tasks, fork the repository, make changes, add screenshots, submit a pull request, and contribute to the open-source community. Additionally, you can add your project as a submodule by following the provided guidelines. Join us, contribute, and grow together!

Metaflow is a user-friendly library designed to assist scientists and engineers in developing and managing real-world data science projects. Initially created at Netflix, Metaflow aimed to enhance the productivity of data scientists working on diverse projects ranging from traditional statistics to cutting-edge deep learning. For further information, refer to Metaflow's website and documentation.

Open-LLM-VTuber is a project in early stages of development that allows users to interact with Large Language Models (LLM) using voice commands and receive responses through a Live2D talking face. The project aims to provide a minimum viable prototype for offline use on macOS, Linux, and Windows, with features like long-term memory using MemGPT, customizable LLM backends, speech recognition, and text-to-speech providers. Users can configure the project to chat with LLMs, choose different backend services, and utilize Live2D models for visual representation. The project supports perpetual chat, offline operation, and GPU acceleration on macOS, addressing limitations of existing solutions on macOS.

Iceburg CRM is a metadata driven CRM with AI abilities that allows users to quickly prototype any CRM. It offers features like metadata creations, import/export in multiple formats, field validation, themes, role permissions, calendar, audit logs, API, workflow, field level relationships, module level relationships, and more. Created with Vue 3 for the frontend, Laravel 10 for the backend, Tailwinds with DaisyUI plugin, and Inertia for routing. Users can install default, admin panel, core, custom, or AI versions. The tool supports AI Assist for module data suggestions and provides API endpoints for CRM modules, search, specific module data, record updates, and deletions. Iceburg CRM also includes themes, custom field types, calendar, datalets, workflow, roles and permissions, import/export functionality, and custom seeding options.

ZML is a high-performance AI inference stack built for production, using Zig language, MLIR, and Bazel. It allows users to create exciting AI projects, run pre-packaged models like MNIST, TinyLlama, OpenLLama, and Meta Llama, and compile models for accelerator runtimes. Users can also run tests, explore examples, and contribute to the project. ZML is licensed under the Apache 2.0 license.

Discover the journey of building a generative AI application using LangChain.js and Azure. This demo explores the development process from idea to production, using a RAG-based approach for a Q&A system based on YouTube video transcripts. The application allows to ask text-based questions about a YouTube video and uses the transcript of the video to generate responses. The code comes in two versions: local prototype using FAISS and Ollama with LLaMa3 model for completion and all-minilm-l6-v2 for embeddings, and Azure cloud version using Azure AI Search and GPT-4 Turbo model for completion and text-embedding-3-large for embeddings. Either version can be run as an API using the Azure Functions runtime.

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.

LLM App Stack, also known as Emerging Architectures for LLM Applications, is a comprehensive list of available tools, projects, and vendors at each layer of the LLM app stack. It covers various categories such as Data Pipelines, Embedding Models, Vector Databases, Playgrounds, Orchestrators, APIs/Plugins, LLM Caches, Logging/Monitoring/Eval, Validators, LLM APIs (proprietary and open source), App Hosting Platforms, Cloud Providers, and Opinionated Clouds. The repository aims to provide a detailed overview of tools and projects for building, deploying, and maintaining enterprise data solutions, AI models, and applications.

Awesome AI Tools is a curated list of popular tools and resources for artificial intelligence enthusiasts. It includes a wide range of tools such as machine learning libraries, deep learning frameworks, data visualization tools, and natural language processing resources. Whether you are a beginner or an experienced AI practitioner, this repository aims to provide you with a comprehensive collection of tools to enhance your AI projects and research. Explore the list to discover new tools, stay updated with the latest advancements in AI technology, and find the right resources to support your AI endeavors.

LazyLLM is a low-code development tool for building complex AI applications with multiple agents. It assists developers in building AI applications at a low cost and continuously optimizing their performance. The tool provides a convenient workflow for application development and offers standard processes and tools for various stages of application development. Users can quickly prototype applications with LazyLLM, analyze bad cases with scenario task data, and iteratively optimize key components to enhance the overall application performance. LazyLLM aims to simplify the AI application development process and provide flexibility for both beginners and experts to create high-quality applications.

Expert in teaching, tools, coding, and real-time web analysis for UX-UI projects

Helps you identify your requirements for the development of a custom nocode Operating System

Simple, visual Figma guide in Japanese

Where Curious Minds Hammer Out Everyday Innovations

An Innovation & R&D Management advisor who can help you turn ideas into new value creation using over 60 methodologies and tools. Attributed to Yann Rousselot-Pailley https://www.linkedin.com/in/yannrousselot/

Guides the creation and testing of product prototypes.

Generates a design for your prototype based on a short description. Ex. Bicycle umbrella

Figma Plugin Developer for Beginners

In-depth app development mentor, complex and technical.

Has up-to-date knowledge of SwiftUI

Implement specific web applications based on sketches submitted by users

This simple app converts a screenshot to code (HTML/Tailwind CSS, or React or Vue or Bootstrap). Upload your image, provide any additional instructions and say "Make it real!"

The orchestrator of innovation. 🍎

Builds an app instantly from a prompt. Try it out.

Expert in full UI/UX design with latest CSS rules.

Recreates UI designs from images with precise style and UX replication.

SwiftUI expert for Apple apps

Pick your mode, then let ideas flow in design

I can help you with healthcare UX design

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