Best AI tools for< Iterate On Generative Ai Behavior >
20 - AI tool Sites

Recraft
Recraft is a generative AI design tool that allows users to create and edit digital illustrations, vector art, icons, and 3D graphics in a uniform brand style. It offers a range of features such as the ability to turn a single image into a stylized set, iterate with ease using simple visual controls, play with styles and evolve designs, control color with precision, iterate endlessly, start with text and end with art, edit and repaint with lasso, work easily on an infinite canvas, and explore the community for inspiration. Recraft is trusted by brands and creators alike and is used for a variety of tasks such as creating social media graphics, marketing materials, website design, and product design.

Alpaca
Alpaca is a generative art tool that helps artists bring their ideas to life. It offers a variety of features to help artists create and iterate on their work, including controlled image generation, sketch to image rendering, and the ability to generate texture maps and expand scenes. Alpaca also offers a custom model that allows artists to create their own unique generative art.

Modyfi
Modyfi is a design platform built for multidisciplinary designers. It allows users to design, generate, animate, and more without switching between apps. Modyfi combines creativity and productivity, offering world-class image editing, intuitive vector tooling, and AI-driven art direction in one package. It also features collaborative tools, making it easy to share progress and get feedback. With its ultimate flexibility, non-destructive editing, and lightning-fast browser-based platform, Modyfi empowers designers to explore and iterate on designs with unmatched freedom and capability.

Prototyper
Prototyper is an AI-powered tool that helps you create prototypes of your ideas quickly and easily. With Prototyper, you can describe your idea in simple text, and the AI will generate the code for you. You can then test your prototype and iterate on it until you're happy with the results.

Spiral
Spiral is an AI-powered tool designed to automate 80% of repeat writing, thinking, and creative tasks. It allows users to create Spirals to accelerate any writing task by training it on examples to generate outputs in their desired voice and style. The tool includes a powerful Prompt Builder to help users work faster and smarter, transforming content into tweets, PRDs, proposals, summaries, and more. Spiral extracts patterns from text to deduce voice and style, enabling users to iterate on outputs until satisfied. Users can share Spirals with their team to maximize quality and streamline processes.

Uizard
Uizard is an AI-powered UI design tool that simplifies the process of creating user interfaces, wireframes, mockups, and prototypes. It offers a range of features that enable users to generate designs quickly and easily using AI technology. With Uizard, users can visualize and iterate on their design ideas in minutes, empowering product teams to bring their concepts to life effortlessly.

Flair.ai
Flair.ai is an AI-powered design tool that helps businesses create stunning product photoshoots in seconds. With Flair.ai, you can drag and drop to generate product shots, stage scenes digitally, mix and match products with templates, and build reusable templates at scale. Flair.ai also offers a range of features to help you iterate on designs fast, collaborate with team members, and scale your design with API.

Vizcom
Vizcom is a design tool that allows users to transform sketches into renders and 3D models quickly and easily. With features like sketching, rendering, 3D modeling, visual communication, and customization, Vizcom empowers users to bring their design ideas to life with speed and precision. The tool offers a seamless workflow from sketch to render to 3D model, enabling users to iterate on their designs rapidly. Vizcom also provides cloud-native infrastructure for secure data protection and content ownership, ensuring peace of mind for users.

Layer AI
Layer AI is a powerful AI tool designed to empower game studios in creating professional in-game content, marketing materials, and live ops art at scale without limits. It leverages AI technology to generate production-ready assets, enhance creativity, and streamline the art creation process for game developers. With a focus on style-consistency and creativity at scale, Layer AI enables teams to unleash their imagination and iterate on assets efficiently. The tool is trusted by top game developers and offers features such as style-consistent asset generation, creative testing, powerful editing tools, and LiveOps optimization.

Visoid
Visoid is an AI-powered architectural visualization tool that allows architects and industry professionals to create stunning visualizations in minutes. It offers a simple web-based application for fast rendering, enabling users to iterate on images, explore variations, and communicate concepts effectively. With Visoid, users can transform ideas into powerful renderings, elevate early concept phase communication, and visualize projects in different lighting or seasons. The tool is designed to save time, improve communication, and provide different license options to match users' needs.

Picture it
Picture it is an AI art editor that gives you tools to create and iterate on AI Art. It's the best studio to let your creativity flow. With Picture it, you can choose from many Stable Diffusion flavors to generate images, inpaint missing or damaged areas of an image, outpaint to extend the boundaries of an image, and more. Picture it is also open-source, so anyone can contribute to make the editor more powerful and accessible to everyone over time.

Pezzo
Pezzo is an open-source platform that enables developers to build, test, monitor, and ship AI features quickly and efficiently. It provides a range of powerful features to streamline the workflow, including prompt management, observability, troubleshooting, and collaboration tools. With Pezzo, teams can deliver impactful AI features in sync and optimize for cost and performance.

Visualizee.ai
Visualizee.ai is the #1 AI rendering tool that transforms sketches, images, 3D models, or text prompts into realistic renders in just 10 seconds. It offers tools to enhance creativity, such as converting low-detail models into high-resolution renders, inpainting missing parts of images, and upscaling image resolution without compromising detail. With pricing plans starting at $9, Visualizee.ai is trusted by over 2100 architects and designers for its ease of use and efficiency in generating renders. The application allows users to create unlimited renders, work directly on 3D models, and iterate quickly to achieve perfect results, making it an essential tool for architects and designers.

Adzviser
Adzviser is an AI-powered marketing data connector that seamlessly integrates with ChatGPT, Google Sheets, and Looker Studio. It offers an intuitive and cost-effective solution for analyzing cross-platform data, providing users with valuable insights to optimize their marketing strategies. Adzviser simplifies data extraction and analysis, making it accessible to users of all skill levels, without the need for technical expertise. The application is designed to enhance marketing analytics endeavors for businesses of all scales, from small in-house teams to large agencies managing multiple accounts.

FLORA
FLORA is an intelligent canvas that serves as a creative AI tool, connecting various AI applications to help users ideate, iterate, and bring their ideas to life. It allows real-time collaboration among team members using favorite AI tools, offering a platform to explore different workflows. FLORA simplifies AI complexities by curating the best text, image, and video models, empowering users to unleash their creativity on a new canvas.

Bifrost
Bifrost is an AI-powered tool that converts Figma designs into clean React code automatically. It eliminates the need to write frontend code from scratch, enabling users to create component sets, scale with finesse, and effortlessly iterate. The tool aims to revolutionize the design-to-code process, allowing engineers to focus on business-driving features and empowering designers to update screens seamlessly.

Generative AI Graphics Creator
The website offers a Generative AI tool that allows users to effortlessly create graphics for web applications. Users can generate reliable visual masterpieces for their sites by leveraging the AI technology. The tool provides prompts based on user input to create professional and diverse designs. Users can guide the AI through iterations to refine the generated designs. It is the first AI-powered visual generator for businesses, enabling users to create graphics from any type of content.

DeepIP
DeepIP is an AI assistant designed by Patent Professionals for Patent Professionals to enhance workflow efficiency and deliver high-quality work to clients. It automates repetitive tasks, improves accuracy, and ensures compliance with USPTO requirements. DeepIP supports various document formats for patent drafting and offers features such as patent preparation, drafting assistance, iteration & review, and office actions' answer. The application prioritizes data privacy and security, with data not stored or used for retraining purposes. DeepIP is user-friendly and suitable for patent practitioners with varying technical expertise levels, with seamless integration into Microsoft Word for easy adoption within teams.

Journey Art AI
Journey Art AI is an advanced AI image generation tool that leverages the power of Journey V6.1 API to create stunning and highly stylized artworks from simple text prompts. It offers enhanced prompt comprehension, image coherence, and model knowledge, making it a popular choice for artists and creators looking to generate unique AI-generated artworks effortlessly. With features like artistic style generation, imagination and creativity, easy-to-use interface, customization options, and rapid iteration capabilities, Journey Art AI stands out as a leading platform in the AI art generation space.

Epipheo AI
Epipheo AI is a powerful Gen AI tool that effortlessly generates professional explainer videos. With its intuitive interface and advanced algorithms, users can create engaging videos in minutes. The tool streamlines the video creation process by automating script generation, storyboard creation, and animation. Users have full control over customization options, including visual styles, branding, voiceovers, and music. Epipheo AI accelerates concept development, enhances video quality, and enables rapid iteration for efficient video production.
20 - Open Source AI Tools

aiconfig
AIConfig is a framework that makes it easy to build generative AI applications for production. It manages generative AI prompts, models and model parameters as JSON-serializable configs that can be version controlled, evaluated, monitored and opened in a local editor for rapid prototyping. It allows you to store and iterate on generative AI behavior separately from your application code, offering a streamlined AI development workflow.

EdgeChains
EdgeChains is an open-source chain-of-thought engineering framework tailored for Large Language Models (LLMs)- like OpenAI GPT, LLama2, Falcon, etc. - With a focus on enterprise-grade deployability and scalability. EdgeChains is specifically designed to **orchestrate** such applications. At EdgeChains, we take a unique approach to Generative AI - we think Generative AI is a deployment and configuration management challenge rather than a UI and library design pattern challenge. We build on top of a tech that has solved this problem in a different domain - Kubernetes Config Management - and bring that to Generative AI. Edgechains is built on top of jsonnet, originally built by Google based on their experience managing a vast amount of configuration code in the Borg infrastructure.

prompt-tuning-playbook
The LLM Prompt Tuning Playbook is a comprehensive guide for improving the performance of post-trained Language Models (LLMs) through effective prompting strategies. It covers topics such as pre-training vs. post-training, considerations for prompting, a rudimentary style guide for prompts, and a procedure for iterating on new system instructions. The playbook emphasizes the importance of clear, concise, and explicit instructions to guide LLMs in generating desired outputs. It also highlights the iterative nature of prompt development and the need for systematic evaluation of model responses.

ai-enablement-stack
The AI Enablement Stack is a curated collection of venture-backed companies, tools, and technologies that enable developers to build, deploy, and manage AI applications. It provides a structured view of the AI development ecosystem across five key layers: Agent Consumer Layer, Observability and Governance Layer, Engineering Layer, Intelligence Layer, and Infrastructure Layer. Each layer focuses on specific aspects of AI development, from end-user interaction to model training and deployment. The stack aims to help developers find the right tools for building AI applications faster and more efficiently, assist engineering leaders in making informed decisions about AI infrastructure and tooling, and help organizations understand the AI development landscape to plan technology adoption.

council
Council is an open-source platform designed for the rapid development and deployment of customized generative AI applications using teams of agents. It extends the LLM tool ecosystem by providing advanced control flow and scalable oversight for AI agents. Users can create sophisticated agents with predictable behavior by leveraging Council's powerful approach to control flow using Controllers, Filters, Evaluators, and Budgets. The framework allows for automated routing between agents, comparing, evaluating, and selecting the best results for a task. Council aims to facilitate packaging and deploying agents at scale on multiple platforms while enabling enterprise-grade monitoring and quality control.

ps-fuzz
The Prompt Fuzzer is an open-source tool that helps you assess the security of your GenAI application's system prompt against various dynamic LLM-based attacks. It provides a security evaluation based on the outcome of these attack simulations, enabling you to strengthen your system prompt as needed. The Prompt Fuzzer dynamically tailors its tests to your application's unique configuration and domain. The Fuzzer also includes a Playground chat interface, giving you the chance to iteratively improve your system prompt, hardening it against a wide spectrum of generative AI attacks.

SwiftSage
SwiftSage is a tool designed for conducting experiments in the field of machine learning and artificial intelligence. It provides a platform for researchers and developers to implement and test various algorithms and models. The tool is particularly useful for exploring new ideas and conducting experiments in a controlled environment. SwiftSage aims to streamline the process of developing and testing machine learning models, making it easier for users to iterate on their ideas and achieve better results. With its user-friendly interface and powerful features, SwiftSage is a valuable tool for anyone working in the field of AI and ML.

Google_GenerativeAI
Google GenerativeAI (Gemini) is an unofficial C# .Net SDK based on REST APIs for accessing Google Gemini models. It offers a complete rewrite of the previous SDK with improved performance, flexibility, and ease of use. The SDK seamlessly integrates with LangChain.net, providing easy methods for JSON-based interactions and function calling with Google Gemini models. It includes features like enhanced JSON mode handling, function calling with code generator, multi-modal functionality, Vertex AI support, multimodal live API, image generation and captioning, retrieval-augmented generation with Vertex RAG Engine and Google AQA, easy JSON handling, Gemini tools and function calling, multimodal live API, and more.

chatgpt-universe
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

LLM4EC
LLM4EC is an interdisciplinary research repository focusing on the intersection of Large Language Models (LLM) and Evolutionary Computation (EC). It provides a comprehensive collection of papers and resources exploring various applications, enhancements, and synergies between LLM and EC. The repository covers topics such as LLM-assisted optimization, EA-based LLM architecture search, and applications in code generation, software engineering, neural architecture search, and other generative tasks. The goal is to facilitate research and development in leveraging LLM and EC for innovative solutions in diverse domains.

OpenAdapt
OpenAdapt is an open-source software adapter between Large Multimodal Models (LMMs) and traditional desktop and web Graphical User Interfaces (GUIs). It aims to automate repetitive GUI workflows by leveraging the power of LMMs. OpenAdapt records user input and screenshots, converts them into tokenized format, and generates synthetic input via transformer model completions. It also analyzes recordings to generate task trees and replay synthetic input to complete tasks. OpenAdapt is model agnostic and generates prompts automatically by learning from human demonstration, ensuring that agents are grounded in existing processes and mitigating hallucinations. It works with all types of desktop GUIs, including virtualized and web, and is open source under the MIT license.

model.nvim
model.nvim is a tool designed for Neovim users who want to utilize AI models for completions or chat within their text editor. It allows users to build prompts programmatically with Lua, customize prompts, experiment with multiple providers, and use both hosted and local models. The tool supports features like provider agnosticism, programmatic prompts in Lua, async and multistep prompts, streaming completions, and chat functionality in 'mchat' filetype buffer. Users can customize prompts, manage responses, and context, and utilize various providers like OpenAI ChatGPT, Google PaLM, llama.cpp, ollama, and more. The tool also supports treesitter highlights and folds for chat buffers.

flow-prompt
Flow Prompt is a dynamic library for managing and optimizing prompts for large language models. It facilitates budget-aware operations, dynamic data integration, and efficient load distribution. Features include CI/CD testing, dynamic prompt development, multi-model support, real-time insights, and prompt testing and evolution.

gptel
GPTel is a simple Large Language Model chat client for Emacs, with support for multiple models and backends. It's async and fast, streams responses, and interacts with LLMs from anywhere in Emacs. LLM responses are in Markdown or Org markup. Supports conversations and multiple independent sessions. Chats can be saved as regular Markdown/Org/Text files and resumed later. You can go back and edit your previous prompts or LLM responses when continuing a conversation. These will be fed back to the model. Don't like gptel's workflow? Use it to create your own for any supported model/backend with a simple API.

cursor-tools
cursor-tools is a CLI tool designed to enhance AI agents with advanced skills, such as web search, repository context, documentation generation, GitHub integration, Xcode tools, and browser automation. It provides features like Perplexity for web search, Gemini 2.0 for codebase context, and Stagehand for browser operations. The tool requires API keys for Perplexity AI and Google Gemini, and supports global installation for system-wide access. It offers various commands for different tasks and integrates with Cursor Composer for AI agent usage.
6 - OpenAI Gpts

Source Evaluation and Fact Checking v1.3
FactCheck Navigator GPT is designed for in-depth fact checking and analysis of written content and evaluation of its source. The approach is to iterate through predefined and well-prompted steps. If desired, the user can refine the process by providing input between these steps.

API Quest Guide
API Finder: Analyze, Clarify, Suggest, build code, Iterate, test ... International version

Education AI Strategist
I provide a structured way of using AI to support teaching and learning. I use the the CHOICE method (i.e., Clarify, Harness, Originate, Iterate, Communicate, Evaluate) to ensure that your use of AI can help you meet your educational goals.

Prompt Helper by Ecom AI Boss
Expert in crafting and refining prompts for ChatGPT, ensuring clarity and precision through interactive iterations.