Best AI tools for< Reduce Png File Size >
20 - AI tool Sites
![cre8tiveAI Screenshot](/screenshots/cre8tiveai.com.jpg)
cre8tiveAI
cre8tiveAI is an online AI platform that revolutionizes creative retouching work such as photo and video editing. It offers a wide range of AI tools for image and video editing and processing, catering to all individuals interested in creative work, not just designers and photographers. The platform features various AI applications like Photo Refiner, Face Refiner, SAI, Portrait Drawer, Moving Photo Maker, Line Drawer, AnimeSR, Enpainter, Anime Art Painter, PNG Smallify, and Mono Painter, each serving a unique purpose in enhancing and transforming images and videos. cre8tiveAI aims to provide a user-friendly, efficient, and secure service that allows users to easily create high-quality content with the help of AI technology.
![Waifu2x Screenshot](/screenshots/waifu2x.udp.jp.jpg)
Waifu2x
Waifu2x is a website that offers Single-Image Super-Resolution for Anime-Style Art using Deep Convolutional Neural Networks. Users can enhance the quality of their images by upscaling and reducing noise. The site supports various languages and provides detailed instructions on image processing. It also offers options for noise reduction and upscaling, with limits on file size and dimensions. Additionally, users can choose different styles for their images and save them in different formats like PNG and WebP.
![Pongo Screenshot](/screenshots/joinpongo.com.jpg)
Pongo
Pongo is an AI-powered tool that helps reduce hallucinations in Large Language Models (LLMs) by up to 80%. It utilizes multiple state-of-the-art semantic similarity models and a proprietary ranking algorithm to ensure accurate and relevant search results. Pongo integrates seamlessly with existing pipelines, whether using a vector database or Elasticsearch, and processes top search results to deliver refined and reliable information. Its distributed architecture ensures consistent latency, handling a wide range of requests without compromising speed. Pongo prioritizes data security, operating at runtime with zero data retention and no data leaving its secure AWS VPC.
![DailyBot Screenshot](/screenshots/www.dailybot.com.jpg)
DailyBot
DailyBot is an AI-powered toolkit for teams that want automation, better reporting, and customization. It offers a range of features to enhance team visibility, reduce meetings, and improve collaboration. With DailyBot, teams can run asynchronous standups, retros, and other meetings, send kudos and recognition, create surveys and collect data, and access a variety of add-ons like watercoolers and random coffees. DailyBot also integrates with popular tools like Zapier, Jira, and Trello, making it easy to connect with the tools teams already use. Trusted by leading companies and backed by Y Combinator, DailyBot is a valuable tool for teams looking to improve their collaboration and productivity.
![Nametag Screenshot](/screenshots/getnametag.com.jpg)
Nametag
Nametag is an identity verification solution designed specifically for IT helpdesks. It helps businesses prevent social engineering attacks, account takeovers, and data breaches by verifying the identity of users at critical moments, such as password resets, MFA resets, and high-risk transactions. Nametag's unique approach to identity verification combines mobile cryptography, device telemetry, and proprietary AI models to provide unmatched security and better user experiences.
![SentinelOne Screenshot](/screenshots/sentinelone.com.jpg)
SentinelOne
SentinelOne is an advanced enterprise cybersecurity AI platform that offers a comprehensive suite of AI-powered security solutions for endpoint, cloud, and identity protection. The platform leverages AI technology to anticipate threats, manage vulnerabilities, and protect resources across the enterprise ecosystem. SentinelOne provides real-time threat hunting, managed services, and actionable insights through its unified data lake, empowering security teams to respond effectively to cyber threats. With a focus on automation, efficiency, and value maximization, SentinelOne is a trusted cybersecurity solution for leading enterprises worldwide.
![Codimite Screenshot](/screenshots/codimite.com.jpg)
Codimite
Codimite is an AI-assisted offshore development company that provides a range of services to help businesses accelerate their software development, reduce costs, and drive innovation. Codimite's team of experienced engineers and project managers use AI-powered tools and technologies to deliver exceptional results for their clients. The company's services include AI-assisted software development, cloud modernization, and data and artificial intelligence solutions.
![SentinelOne Screenshot](/screenshots/s1.ai.jpg)
SentinelOne
SentinelOne is an advanced enterprise cybersecurity AI platform that offers a comprehensive suite of AI-powered security solutions for endpoint, cloud, and identity protection. The platform leverages artificial intelligence to anticipate threats, manage vulnerabilities, and protect resources across the entire enterprise ecosystem. With features such as Singularity XDR, Purple AI, and AI-SIEM, SentinelOne empowers security teams to detect and respond to cyber threats in real-time. The platform is trusted by leading enterprises worldwide and has received industry recognition for its innovative approach to cybersecurity.
![CogniSpark AI Screenshot](/screenshots/cognispark.ai.jpg)
CogniSpark AI
CogniSpark AI is an advanced AI-powered eLearning Authoring Tool that revolutionizes course creation by providing a set of AI tools for content generation, translation, voiceover, video creation, and more. It offers a user-friendly interface, quick course creation, and cost-effective solutions for educators, instructional designers, and training professionals. With features like AI content generator, AI translator, AI voiceover, and AI video generator, CogniSpark AI enhances productivity and engagement in learning and development.
![Webo.AI Screenshot](/screenshots/webo.ai.jpg)
Webo.AI
Webo.AI is a test automation platform powered by AI that offers a smarter and faster way to conduct testing. It provides generative AI for tailored test cases, AI-powered automation, predictive analysis, and patented AiHealing for test maintenance. Webo.AI aims to reduce test time, production defects, and QA costs while increasing release velocity and software quality. The platform is designed to cater to startups and offers comprehensive test coverage with human-readable AI-generated test cases.
![Video Highlight Screenshot](/screenshots/videohighlight.com.jpg)
Video Highlight
Video Highlight is an AI-powered tool that helps you summarize and take notes from videos. It uses the latest AI technology to generate timestamped summaries and transcripts, highlight key moments, and engage in interactive chats. With Video Highlight, you can save hours of research time and focus on exploring, analyzing, and absorbing content.
![SnapMeasureAI Screenshot](/screenshots/snapmeasureai.com.jpg)
SnapMeasureAI
SnapMeasureAI is an AI-powered application that provides 99% accurate body measurements without the need to visit a tailor. It uses advanced AI technology to accurately measure the body from just a few photos or a short video, with an average error of 0.70 cm (0.27 in). SnapMeasureAI is designed to help users find their perfect fit quickly and easily, reducing the need for multiple tailor visits and minimizing the hassle of clothing returns. The application is trained on over 100 million body combinations, 400,000 backgrounds, and 90,000 poses, ensuring reliable performance in diverse scenarios. SnapMeasureAI aims to address the significant problem of annual retail returns by offering precise measurements and helping users make confident shopping decisions.
![AutoScreen Screenshot](/screenshots/autoscreen.ai.jpg)
AutoScreen
AutoScreen is an AI-powered recruitment tool that revolutionizes the hiring process. It utilizes advanced algorithms and machine learning to streamline the recruitment process, saving time and resources for businesses. With AutoScreen, employers can efficiently screen and shortlist candidates based on predefined criteria, leading to faster and more accurate hiring decisions. The tool offers a user-friendly interface, customizable features, and seamless integration with existing HR systems, making it a valuable asset for modern recruitment practices.
![Hypergro Screenshot](/screenshots/hypergro.ai.jpg)
Hypergro
Hypergro is an AI-powered platform that specializes in UGC video ads for smart customer acquisition. Leveraging the 4th Generation of AI-powered growth marketing on Meta and Youtube, Hypergro helps businesses discover their audience, drive sales, and increase revenue through real-time AI insights. The platform offers end-to-end solutions for creating impactful short video ads that combine creator authenticity with AI-driven research for compelling storytelling. With a focus on precision targeting, competitor analysis, and in-depth research, Hypergro ensures maximum ROI for brands looking to elevate their growth strategies.
![hirex.ai Screenshot](/screenshots/hirex.ai.jpg)
hirex.ai
hirex.ai is an AI-powered platform that revolutionizes the job interview process, making it open, fair, and accessible to all. The platform offers GenAI assistant for instant interviews, faster candidate screening, and personalized job recommendations. Users can upload resumes, post job listings, and get assessed using AI technology. With no credit card required, users can register for free and access early job opportunities. The platform aims to transform HR and talent acquisition processes through innovative AI solutions.
![Beebzi.AI Screenshot](/screenshots/beebzi.ai.jpg)
Beebzi.AI
Beebzi.AI is an all-in-one AI content creation platform that offers a wide array of tools for generating various types of content such as articles, blogs, emails, images, voiceovers, and more. The platform utilizes advanced AI technology and behavioral science to empower businesses and individuals in their marketing and sales endeavors. With features like AI Article Wizard, AI Room Designer, AI Landing Page Generator, and AI Code Generation, Beebzi.AI revolutionizes content creation by providing customizable templates, multiple language support, and real-time data insights. The platform also offers various subscription plans tailored for individual entrepreneurs, teams, and businesses, with flexible pricing models based on word count allocations. Beebzi.AI aims to streamline content creation processes, enhance productivity, and drive organic traffic through SEO-optimized content.
![Parasoft Screenshot](/screenshots/parasoft.com.jpg)
Parasoft
Parasoft is an intelligent automated testing and quality platform that offers a range of tools covering every stage of the software development lifecycle. It provides solutions for compliance standards, automated software testing, and various industries' needs. Parasoft helps users accelerate software delivery, ensure quality, and comply with safety and security standards.
![LiveChatAI Screenshot](/screenshots/livechatai.com.jpg)
LiveChatAI
LiveChatAI is an AI chatbot application that works with your data to provide interactive and personalized customer support solutions. It blends AI and human support to deliver dynamic and accurate responses, improving customer satisfaction and reducing support volume. With features like AI Actions, custom question & answers, and content import, LiveChatAI offers a seamless integration for businesses across various platforms and languages. The application is designed to be user-friendly, requiring no AI expertise, and offers instant localization in 95 languages.
![GrapixAI Screenshot](/screenshots/grapixai.com.jpg)
GrapixAI
GrapixAI is a leading provider of low-cost cloud GPU rental services and AI server solutions. The company's focus on flexibility, scalability, and cutting-edge technology enables a variety of AI applications in both local and cloud environments. GrapixAI offers the lowest prices for on-demand GPUs such as RTX4090, RTX 3090, RTX A6000, RTX A5000, and A40. The platform provides Docker-based container ecosystem for quick software setup, powerful GPU search console, customizable pricing options, various security levels, GUI and CLI interfaces, real-time bidding system, and personalized customer support.
![Sprockets Screenshot](/screenshots/sprockets.ai.jpg)
Sprockets
Sprockets is an AI-powered hiring software designed to help businesses overcome today's unique hiring challenges. It automates manual tasks, reduces employee turnover, and helps businesses hire the best workers every time. Sprockets offers a range of features, including a virtual recruiter, sourcing, screening, applicant tracking, reporting, time to hire, background checks, and tax credits. It also integrates with a variety of other HR systems, making it easy to use alongside your existing tools. With Sprockets, businesses can improve their hiring process, save time and money, and find the best talent for their open positions.
20 - Open Source AI Tools
![BotServer Screenshot](/screenshots_githubs/GeneralBots-BotServer.jpg)
BotServer
General Bot is a chat bot server that accelerates bot development by providing code base, resources, deployment to the cloud, and templates for creating new bots. It allows modification of bot packages without code through a database and service backend. Users can develop bot packages using custom code in editors like Visual Studio Code, Atom, or Brackets. The tool supports creating bots by copying and pasting files and using favorite tools from Office or Photoshop. It also enables building custom dialogs with BASIC for extending bots.
![build_MiniLLM_from_scratch Screenshot](/screenshots_githubs/Tongjilibo-build_MiniLLM_from_scratch.jpg)
build_MiniLLM_from_scratch
This repository aims to build a low-parameter LLM model through pretraining, fine-tuning, model rewarding, and reinforcement learning stages to create a chat model capable of simple conversation tasks. It features using the bert4torch training framework, seamless integration with transformers package for inference, optimized file reading during training to reduce memory usage, providing complete training logs for reproducibility, and the ability to customize robot attributes. The chat model supports multi-turn conversations. The trained model currently only supports basic chat functionality due to limitations in corpus size, model scale, SFT corpus size, and quality.
![LARS Screenshot](/screenshots_githubs/abgulati-LARS.jpg)
LARS
LARS is an application that enables users to run Large Language Models (LLMs) locally on their devices, upload their own documents, and engage in conversations where the LLM grounds its responses with the uploaded content. The application focuses on Retrieval Augmented Generation (RAG) to increase accuracy and reduce AI-generated inaccuracies. LARS provides advanced citations, supports various file formats, allows follow-up questions, provides full chat history, and offers customization options for LLM settings. Users can force enable or disable RAG, change system prompts, and tweak advanced LLM settings. The application also supports GPU-accelerated inferencing, multiple embedding models, and text extraction methods. LARS is open-source and aims to be the ultimate RAG-centric LLM application.
![RLAIF-V Screenshot](/screenshots_githubs/RLHF-V-RLAIF-V.jpg)
RLAIF-V
RLAIF-V is a novel framework that aligns MLLMs in a fully open-source paradigm for super GPT-4V trustworthiness. It maximally exploits open-source feedback from high-quality feedback data and online feedback learning algorithm. Notable features include achieving super GPT-4V trustworthiness in both generative and discriminative tasks, using high-quality generalizable feedback data to reduce hallucination of different MLLMs, and exhibiting better learning efficiency and higher performance through iterative alignment.
![zipnn Screenshot](/screenshots_githubs/zipnn-zipnn.jpg)
zipnn
ZipNN is a lossless and near-lossless compression library optimized for numbers/tensors in the Foundation Models environment. It automatically prepares data for compression based on its type, allowing users to focus on core tasks without worrying about compression complexities. The library delivers effective compression techniques for different data types and structures, achieving high compression ratios and rates. ZipNN supports various compression methods like ZSTD, lz4, and snappy, and provides ready-made scripts for file compression/decompression. Users can also manually import the package to compress and decompress data. The library offers advanced configuration options for customization and validation tests for different input and compression types.
![baal Screenshot](/screenshots_githubs/baal-org-baal.jpg)
baal
Baal is an active learning library that supports both industrial applications and research use cases. It provides a framework for Bayesian active learning methods such as Monte-Carlo Dropout, MCDropConnect, Deep ensembles, and Semi-supervised learning. Baal helps in labeling the most uncertain items in the dataset pool to improve model performance and reduce annotation effort. The library is actively maintained by a dedicated team and has been used in various research papers for production and experimentation.
![Consistency_LLM Screenshot](/screenshots_githubs/hao-ai-lab-Consistency_LLM.jpg)
Consistency_LLM
Consistency Large Language Models (CLLMs) is a family of efficient parallel decoders that reduce inference latency by efficiently decoding multiple tokens in parallel. The models are trained to perform efficient Jacobi decoding, mapping any randomly initialized token sequence to the same result as auto-regressive decoding in as few steps as possible. CLLMs have shown significant improvements in generation speed on various tasks, achieving up to 3.4 times faster generation. The tool provides a seamless integration with other techniques for efficient Large Language Model (LLM) inference, without the need for draft models or architectural modifications.
![hugescm Screenshot](/screenshots_githubs/antgroup-hugescm.jpg)
hugescm
HugeSCM is a cloud-based version control system designed to address R&D repository size issues. It effectively manages large repositories and individual large files by separating data storage and utilizing advanced algorithms and data structures. It aims for optimal performance in handling version control operations of large-scale repositories, making it suitable for single large library R&D, AI model development, and game or driver development.
![repomix Screenshot](/screenshots_githubs/yamadashy-repomix.jpg)
repomix
Repomix is a powerful tool that packs your entire repository into a single, AI-friendly file. It is designed to format your codebase for easy understanding by AI tools like Large Language Models (LLMs), Claude, ChatGPT, and Gemini. Repomix offers features such as AI optimization, token counting, simplicity in usage, customization options, Git awareness, and security-focused checks using Secretlint. It allows users to pack their entire repository or specific directories/files using glob patterns, and even supports processing remote Git repositories. The tool generates output in plain text, XML, or Markdown formats, with options for including/excluding files, removing comments, and performing security checks. Repomix also provides a global configuration option, custom instructions for AI context, and a security check feature to detect sensitive information in files.
![model2vec Screenshot](/screenshots_githubs/MinishLab-model2vec.jpg)
model2vec
Model2Vec is a technique to turn any sentence transformer into a really small static model, reducing model size by 15x and making the models up to 500x faster, with a small drop in performance. It outperforms other static embedding models like GLoVe and BPEmb, is lightweight with only `numpy` as a major dependency, offers fast inference, dataset-free distillation, and is integrated into Sentence Transformers, txtai, and Chonkie. Model2Vec creates powerful models by passing a vocabulary through a sentence transformer model, reducing dimensionality using PCA, and weighting embeddings using zipf weighting. Users can distill their own models or use pre-trained models from the HuggingFace hub. Evaluation can be done using the provided evaluation package. Model2Vec is licensed under MIT.
![Awesome-LLM-Quantization Screenshot](/screenshots_githubs/pprp-Awesome-LLM-Quantization.jpg)
Awesome-LLM-Quantization
Awesome-LLM-Quantization is a curated list of resources related to quantization techniques for Large Language Models (LLMs). Quantization is a crucial step in deploying LLMs on resource-constrained devices, such as mobile phones or edge devices, by reducing the model's size and computational requirements.
![Qwen Screenshot](/screenshots_githubs/QwenLM-Qwen.jpg)
Qwen
Qwen is a series of large language models developed by Alibaba DAMO Academy. It outperforms the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen models outperform the baseline models of similar model sizes on a series of benchmark datasets, e.g., MMLU, C-Eval, GSM8K, MATH, HumanEval, MBPP, BBH, etc., which evaluate the models’ capabilities on natural language understanding, mathematic problem solving, coding, etc. Qwen-72B achieves better performance than LLaMA2-70B on all tasks and outperforms GPT-3.5 on 7 out of 10 tasks.
![SalesGPT Screenshot](/screenshots_githubs/filip-michalsky-SalesGPT.jpg)
SalesGPT
SalesGPT is an open-source AI agent designed for sales, utilizing context-awareness and LLMs to work across various communication channels like voice, email, and texting. It aims to enhance sales conversations by understanding the stage of the conversation and providing tools like product knowledge base to reduce errors. The agent can autonomously generate payment links, handle objections, and close sales. It also offers features like automated email communication, meeting scheduling, and integration with various LLMs for customization. SalesGPT is optimized for low latency in voice channels and ensures human supervision where necessary. The tool provides enterprise-grade security and supports LangSmith tracing for monitoring and evaluation of intelligent agents built on LLM frameworks.
![bilingual_book_maker Screenshot](/screenshots_githubs/yihong0618-bilingual_book_maker.jpg)
bilingual_book_maker
The bilingual_book_maker is an AI translation tool that uses ChatGPT to assist users in creating multi-language versions of epub/txt/srt files and books. It supports various models like gpt-4, gpt-3.5-turbo, claude-2, palm, llama-2, azure-openai, command-nightly, and gemini. Users need ChatGPT or OpenAI token, epub/txt books, internet access, and Python 3.8+. The tool provides options to specify OpenAI API key, model selection, target language, proxy server, context addition, translation style, and more. It generates bilingual books in epub format after translation. Users can test translations, set batch size, tweak prompts, and use different models like DeepL, Google Gemini, Tencent TranSmart, and more. The tool also supports retranslation, translating specific tags, and e-reader type specification. Docker usage is available for easy setup.
![skyvern Screenshot](/screenshots_githubs/Skyvern-AI-skyvern.jpg)
skyvern
Skyvern automates browser-based workflows using LLMs and computer vision. It provides a simple API endpoint to fully automate manual workflows, replacing brittle or unreliable automation solutions. Traditional approaches to browser automations required writing custom scripts for websites, often relying on DOM parsing and XPath-based interactions which would break whenever the website layouts changed. Instead of only relying on code-defined XPath interactions, Skyvern adds computer vision and LLMs to the mix to parse items in the viewport in real-time, create a plan for interaction and interact with them. This approach gives us a few advantages: 1. Skyvern can operate on websites it’s never seen before, as it’s able to map visual elements to actions necessary to complete a workflow, without any customized code 2. Skyvern is resistant to website layout changes, as there are no pre-determined XPaths or other selectors our system is looking for while trying to navigate 3. Skyvern leverages LLMs to reason through interactions to ensure we can cover complex situations. Examples include: 1. If you wanted to get an auto insurance quote from Geico, the answer to a common question “Were you eligible to drive at 18?” could be inferred from the driver receiving their license at age 16 2. If you were doing competitor analysis, it’s understanding that an Arnold Palmer 22 oz can at 7/11 is almost definitely the same product as a 23 oz can at Gopuff (even though the sizes are slightly different, which could be a rounding error!) Want to see examples of Skyvern in action? Jump to #real-world-examples-of- skyvern
![simple-openai Screenshot](/screenshots_githubs/sashirestela-simple-openai.jpg)
simple-openai
Simple-OpenAI is a Java library that provides a simple way to interact with the OpenAI API. It offers consistent interfaces for various OpenAI services like Audio, Chat Completion, Image Generation, and more. The library uses CleverClient for HTTP communication, Jackson for JSON parsing, and Lombok to reduce boilerplate code. It supports asynchronous requests and provides methods for synchronous calls as well. Users can easily create objects to communicate with the OpenAI API and perform tasks like text-to-speech, transcription, image generation, and chat completions.
![mflux Screenshot](/screenshots_githubs/filipstrand-mflux.jpg)
mflux
MFLUX is a line-by-line port of the FLUX implementation in the Huggingface Diffusers library to Apple MLX. It aims to run powerful FLUX models from Black Forest Labs locally on Mac machines. The codebase is minimal and explicit, prioritizing readability over generality and performance. Models are implemented from scratch in MLX, with tokenizers from the Huggingface Transformers library. Dependencies include Numpy and Pillow for image post-processing. Installation can be done using `uv tool` or classic virtual environment setup. Command-line arguments allow for image generation with specified models, prompts, and optional parameters. Quantization options for speed and memory reduction are available. LoRA adapters can be loaded for fine-tuning image generation. Controlnet support provides more control over image generation with reference images. Current limitations include generating images one by one, lack of support for negative prompts, and some LoRA adapters not working.
20 - OpenAI Gpts
![Carbon Footprint Calculator Screenshot](/screenshots_gpts/g-2hRzwYARz.jpg)
Carbon Footprint Calculator
Carbon footprint calculations breakdown and advices on how to reduce it
![Eco Advisor Screenshot](/screenshots_gpts/g-W9II5PUl3.jpg)
Eco Advisor
I'm an Environmental Impact Analyzer, here to calculate and reduce your carbon footprint.
Your Business Taxes: Guide
insightful articles and guides on business tax strategies at AfterTaxCash. Discover expert advice and tips to optimize tax efficiency, reduce liabilities, and maximize after-tax profits for your business. Stay informed to make informed financial decisions.
![EcoTracker Pro 🌱📊 Screenshot](/screenshots_gpts/g-IDhLPqG0t.jpg)
EcoTracker Pro 🌱📊
Track & analyze your carbon footprint with ease! EcoTracker Pro helps you make eco-friendly choices & reduce your impact. 🌎♻️
![Tax Optimization Techniques for Investors Screenshot](/screenshots_gpts/g-urUPQx9Mp.jpg)
Tax Optimization Techniques for Investors
💼📉 Maximize your investments with AI-driven tax optimization! 💡 Learn strategies to reduce taxes 📊 and boost after-tax returns 💰. Get tailored advice 📘 for smart investing 📈. Not a financial advisor. 🚀💡
![🥦✨ Low-FODMAP Meal Guide 🍇📘 Screenshot](/screenshots_gpts/g-C4s7Qn3Rd.jpg)
🥦✨ Low-FODMAP Meal Guide 🍇📘
Your go-to GPT for navigating the low-FODMAP diet! Find recipes, substitutes, and meal plans tailored to reduce IBS symptoms. 🍽️🌿
![Process Optimization Advisor Screenshot](/screenshots_gpts/g-asEmznym7.jpg)
Process Optimization Advisor
Improves operational efficiency by optimizing processes and reducing waste.
![Sustainable Energy K-12 School Expert Screenshot](/screenshots_gpts/g-MbaESr1Vb.jpg)
Sustainable Energy K-12 School Expert
The world's trusted source for cost effective energy management in schools
![Adorable Zen Master Screenshot](/screenshots_gpts/g-H5OUZAcnd.jpg)
Adorable Zen Master
A gateway to Zen's joy and wisdom. Explore mindfulness, meditation, and the path of sudden awareness through play with this charming friendly guide.