Best AI tools for< Understand First Principles >

Personality First is an AI-powered psychology app that provides personalized assessments, insights, and guidance to help users understand themselves better and improve their personal growth. The app uses the latest AI technology to ensure that its assessments and interactions are as accurate as possible. It also has a strong focus on user experience, ensuring that every customer has a unique and tailored experience. Personality First offers a variety of features, including personalized assessments, thorough analysis, voice-first personalization, and a secure and safe environment.

CognitiveMill™ is a cognitive computing cloud platform designed specifically for the media and entertainment industry. It offers a range of AI-powered solutions for automating video content analysis and production workflows, including automated movie trailer generation, skip intro and outro detection, AI-based celebrity listing automation, nudity filtering, automated subtitle generation, video ad detection and replacement, context-aware video ad insertion, logo detection for branding, automated sports highlights generation, esports games highlights generation, automated video clipping with AI, video summaries, and vertical media adaptation for social networks.

311 Institute is a leading provider of futures education, foresight, and keynotes. We help organizations and individuals understand and prepare for the future through our research, advisory services, and educational programs. Our team of experts provides insights on emerging technologies, global trends, and disruptive innovation. We believe that the future is not something to be feared, but rather an opportunity to be embraced. By understanding the forces that are shaping the future, we can make better decisions today and create a better tomorrow.

Telborg is an AI-powered platform that provides daily climate news from verified sources such as startups, corporates, governments, and think tanks. It offers insights on AI and robotics in climate action, climate finance mechanisms, carbon removal technologies, renewables, hydrogen production, government actions, nuclear and geothermal energy advancements, bio-based innovations, sustainable materials, and critical minerals. Telborg features concise news summaries written by AI, real-time updates, affordable subscription plans, and a wide range of climate-related topics. Users can access CEO-level intelligence, advanced search filters, full archive access, and priority support. The platform covers global climate policies, carbon removal initiatives, and climate tech investments.

Airfocus is a strategic product management platform that helps teams manage strategy, understand user needs, prioritize, and align around clear roadmaps. It is a modular platform that can be customized to fit the unique needs of each team. Airfocus offers a variety of features, including OKR tracking, roadmap planning, prioritization, feedback collection, and user engagement. It also integrates with a variety of other tools, such as Jira, Trello, and Asana.

Lily AI is an e-commerce product discovery platform that helps brands increase sales and improve customer experience. It uses artificial intelligence to understand the language of customers and inject it across the retail ecosystem, from search to recommendations to demand forecasting. This helps retailers connect customers with the relevant products they're looking for, boost product discovery and conversion, and increase traffic, conversion, revenue, and brand loyalty.

Lily AI is an e-commerce product discovery platform that helps brands increase sales and improve customer experience. It uses artificial intelligence to understand the language of customers and inject it across the retail ecosystem, from search to recommendations to demand forecasting. Lily AI's platform is purpose-built for retail and turns qualitative product attributes into a universal, customer-centered mathematical language with unprecedented accuracy. This results in a depth and scale of attribution that no other solution can match.

Slang.ai is a voice AI tool designed specifically for restaurants to intelligently handle phone calls. It allows restaurants to answer questions, take reservations, and provide a seamless customer experience. The tool is built to understand different accents, answer common questions, and manage reservations efficiently. Slang.ai helps restaurants increase reservations, improve ROI, and save time by handling calls 24/7. It offers customizable experiences, real-time analytics, and easy setup within minutes.

SketchPro is the world's first AI design assistant for architecture and design. It allows users to create realistic 3D models and visualizations from simple sketches, elevations, or images. SketchPro is powered by AI, which gives it the ability to understand natural language instructions and generate designs that are both accurate and visually appealing. With SketchPro, architects and designers can save time and effort, and explore more creative possibilities.

Spoken AI is an innovative AI tool that enables users to interact with technology through voice commands. It leverages cutting-edge natural language processing and machine learning algorithms to understand and respond to spoken language. With Spoken AI, users can perform various tasks hands-free, such as setting reminders, sending messages, playing music, and getting weather updates. The application aims to enhance user experience by providing a seamless and intuitive way to engage with devices using voice input.

Sensey.ai is a personal AI assistant designed to help startups with a variety of tasks, from scheduling meetings to managing finances. It uses natural language processing and machine learning to understand your needs and provide personalized recommendations.

Sayfli is an AI-driven platform that offers a confidential space to express your concerns and feelings. It's designed to understand and communicate in 30 languages, providing empathetic support without judgment. Sayfli prioritizes privacy with end-to-end encryption and encryption at rest for stored data, ensuring a secure environment for your discussions. It's not a substitute for professional therapy but can serve as a preliminary step towards self-awareness and can be used alongside professional counseling.

Tely is an autonomous AI agent that helps businesses run B2B content marketing. It uses machine learning to understand your product, build domain expertise, run SEO optimization, and create a content plan. Tely can also personalize your content with infographics, code snippets, experts' quotes, and call to actions. With Tely, you can drive sales with expert-level content on autopilot, reduce customer acquisition cost, increase conversion rate, and save money on marketing expenses.

The AI-powered Cambridge English Test platform offers exercises for English levels B1, B2, C1, and C2. Users can select exercise types such as Reading and Use of English, including activities like Open Cloze, Multiple Choice, Word Formation, and more. The AI, developed by Shining Apps in partnership with Use of English PRO, provides a unique learning experience by generating exercises from a database of over 5000 official exams. It uses advanced Natural Language Processing (NLP) to understand context, tweak exercises, and offer detailed feedback for effective learning.

AssemblyAI is an AI tool that offers industry-leading Speech AI models for accurate speech-to-text, speaker detection, sentiment analysis, chapter detection, PII redaction, and more. It provides a developer-first API for building new AI products with voice data, empowering users to transcribe and understand speech with high accuracy and reliability. AssemblyAI's breakthrough models enable users to unlock the value of voice data, power workflows, and enable deep analysis with advanced audio-intelligence capabilities.

Marketing AI Institute is a media, event, and online education company that focuses on making artificial intelligence approachable and accessible to marketing and business leaders worldwide. Since 2016, the institute has been publishing articles, tracking and analyzing AI-powered vendors, and partnering with top AI-first companies to provide exclusive insights on AI adoption and implementation in marketing. The institute aims to help marketers understand, pilot, and scale AI to create a competitive advantage for their businesses and careers.

Inquistory is an AI-powered educational platform designed to help K-12 students learn about historical figures and events through interactive conversations. The platform uses AI technology to suggest relevant historical figures to chat with based on student conversations, providing an engaging and informative learning experience. Inquistory aims to ignite curiosity through inquiry and offers a unique way for students to explore history using the world's first AI textbook. With features like chat with historical figures, over 20,000 historical figures database, and enhanced accuracy powered by GPT, Inquistory provides a comprehensive learning environment for students to understand and analyze historical events.

Narada is an AI application designed for busy professionals to streamline their work processes. It leverages cutting-edge AI technology to automate tasks, connect favorite apps, and enhance productivity through intelligent automation. Narada's LLM Compiler routes text and voice commands to the right tools in real time, offering seamless app integration and time-saving features.

Devin AI, developed by Cognition Labs, is the world's first fully autonomous AI software engineer. It streamlines software development by handling complex tasks, allowing engineers to focus on more challenging aspects. Devin AI possesses advanced programming skills, can manage complex tasks, understands and learns contextually, integrates with developer tools, and offers collaborative features. It can build and deploy applications, detect and fix bugs, contribute to open-source projects, train AI models, and handle GitHub repositories. Devin AI has demonstrated strong performance in issue resolution, surpassing previous AI models. It is currently in early access, with plans for future enhancements and integration with various development tools and platforms.

Humane Ai Pin is an intelligent, voice-powered wearable companion that keeps you connected and in the moment with just a touch. It provides instant AI-powered knowledge, personalized precision assistance, and unlimited AI queries. The device features Trust Light for scanning and listening, understands user preferences over time, and offers live translation across languages. Users can capture moments, stay present, and enjoy media storage. Additionally, it offers data, calling, and texting services, and acts as a personal DJ. Ai Pin operates on the CosmOS operating system, which seamlessly integrates digital services with the user's environment.

This repository is a work in progress that contains first-principle implementations of groundbreaking AI algorithms using various deep learning frameworks. Each implementation is accompanied by supporting research papers, aiming to provide comprehensive educational resources for understanding and implementing foundational AI algorithms from scratch.

Endia is a dynamic Array library for Scientific Computing, offering automatic differentiation of arbitrary order, complex number support, dual API with PyTorch-like imperative or JAX-like functional interface, and JIT Compilation for speeding up training and inference. It can handle complex valued functions, perform both forward and reverse-mode automatic differentiation, and has a builtin JIT compiler. Endia aims to advance AI & Scientific Computing by pushing boundaries with clear algorithms, providing high-performance open-source code that remains readable and pythonic, and prioritizing clarity and educational value over exhaustive features.

Notes on AI state of the art, with a focus on generative and large language models. These are the "raw materials" for the https://lspace.swyx.io/ newsletter. This repo used to be called https://github.com/sw-yx/prompt-eng, but was renamed because Prompt Engineering is Overhyped. This is now an AI Engineering notes repo.

AI-Learning is a free e-book for neural network/deep learning teaching. In the first volume, you will initially learn about neural networks, deeply understand its essence and design principles, and improve it accordingly, ultimately putting it into simple practice. The book supports bilingual practice in JS/C++, equipped with a massive interactive Geogebra mathematical animation demonstration to help you learn neural networks in a simple and profound way. Join us for discussions and suggestions for modifications.

This repository is part of the Certified Agentic & Robotic AI Engineer program, covering the first quarter of the course work. It focuses on Modern AI Python Programming, emphasizing static typing for robust and scalable AI development. The course includes modules on Python fundamentals, object-oriented programming, advanced Python concepts, AI-assisted Python programming, web application basics with Python, and the future of Python in AI. Upon completion, students will be able to write proficient Modern Python code, apply OOP principles, implement asynchronous programming, utilize AI-powered tools, develop basic web applications, and understand the future directions of Python in AI.

TorchRL is an open-source Reinforcement Learning (RL) library for PyTorch. It provides pytorch and **python-first** , low and high level abstractions for RL that are intended to be **efficient** , **modular** , **documented** and properly **tested**. The code is aimed at supporting research in RL. Most of it is written in python in a highly modular way, such that researchers can easily swap components, transform them or write new ones with little effort.

This repository contains course materials for T81 559: Applications of Generative Artificial Intelligence at Washington University in St. Louis. The course covers practical applications of Large Language Models (LLMs) and text-to-image networks using Python. Students learn about generative AI principles, LangChain, Retrieval-Augmented Generation (RAG) model, image generation techniques, fine-tuning neural networks, and prompt engineering. Ideal for students, researchers, and professionals in computer science, the course offers a transformative learning experience in the realm of Generative AI.

This repository provides a curated list of papers, datasets, and resources related to the detection and mitigation of hallucinations in large language models (LLMs). Hallucinations refer to the generation of factually incorrect or nonsensical text by LLMs, which can be a significant challenge for their use in real-world applications. The resources in this repository aim to help researchers and practitioners better understand and address this issue.

The 'Awesome AI Guidelines' repository aims to simplify the ecosystem of guidelines, principles, codes of ethics, standards, and regulations around artificial intelligence. It provides a comprehensive collection of resources addressing ethical and societal challenges in AI systems, including high-level frameworks, principles, processes, checklists, interactive tools, industry standards initiatives, online courses, research, and industry newsletters, as well as regulations and policies from various countries. The repository serves as a valuable reference for individuals and teams designing, building, and operating AI systems to navigate the complex landscape of AI ethics and governance.

A lightweight, functional, and composable framework for building AI agents that work together to solve complex tasks. Built with TypeScript and designed to be serverless-ready. Fabrice embraces functional programming principles, remains stateless, and stays focused on composability. It provides core concepts like easy teamwork creation, infrastructure-agnosticism, statelessness, and includes all tools and features needed to build AI teams. Agents are specialized workers with specific roles and capabilities, able to call tools and complete tasks. Workflows define how agents collaborate to achieve a goal, with workflow states representing the current state of the workflow. Providers handle requests to the LLM and responses. Tools extend agent capabilities by providing concrete actions they can perform. Execution involves running the workflow to completion, with options for custom execution and BDD testing.

`npcsh` is a python-based command-line tool designed to integrate Large Language Models (LLMs) and Agents into one's daily workflow by making them available and easily configurable through the command line shell. It leverages the power of LLMs to understand natural language commands and questions, execute tasks, answer queries, and provide relevant information from local files and the web. Users can also build their own tools and call them like macros from the shell. `npcsh` allows users to take advantage of agents (i.e. NPCs) through a managed system, tailoring NPCs to specific tasks and workflows. The tool is extensible with Python, providing useful functions for interacting with LLMs, including explicit coverage for popular providers like ollama, anthropic, openai, gemini, deepseek, and openai-like providers. Users can set up a flask server to expose their NPC team for use as a backend service, run SQL models defined in their project, execute assembly lines, and verify the integrity of their NPC team's interrelations. Users can execute bash commands directly, use favorite command-line tools like VIM, Emacs, ipython, sqlite3, git, pipe the output of these commands to LLMs, or pass LLM results to bash commands.

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

Reinforcement Learning from AI Feedback (RLAIF) is a concept that describes a type of machine learning approach where **an AI agent learns by receiving feedback or guidance from another AI system**. This concept is closely related to the field of Reinforcement Learning (RL), which is a type of machine learning where an agent learns to make a sequence of decisions in an environment to maximize a cumulative reward. In traditional RL, an agent interacts with an environment and receives feedback in the form of rewards or penalties based on the actions it takes. It learns to improve its decision-making over time to achieve its goals. In the context of Reinforcement Learning from AI Feedback, the AI agent still aims to learn optimal behavior through interactions, but **the feedback comes from another AI system rather than from the environment or human evaluators**. This can be **particularly useful in situations where it may be challenging to define clear reward functions or when it is more efficient to use another AI system to provide guidance**. The feedback from the AI system can take various forms, such as: - **Demonstrations** : The AI system provides demonstrations of desired behavior, and the learning agent tries to imitate these demonstrations. - **Comparison Data** : The AI system ranks or compares different actions taken by the learning agent, helping it to understand which actions are better or worse. - **Reward Shaping** : The AI system provides additional reward signals to guide the learning agent's behavior, supplementing the rewards from the environment. This approach is often used in scenarios where the RL agent needs to learn from **limited human or expert feedback or when the reward signal from the environment is sparse or unclear**. It can also be used to **accelerate the learning process and make RL more sample-efficient**. Reinforcement Learning from AI Feedback is an area of ongoing research and has applications in various domains, including robotics, autonomous vehicles, and game playing, among others.

NLUX is an open-source JavaScript and React JS library that simplifies the integration of powerful large language models (LLMs) like ChatGPT into web apps or websites. With just a few lines of code, users can add conversational AI capabilities and interact with their favorite LLM. The library offers features such as building AI chat interfaces in minutes, React components and hooks for easy integration, LLM adapters for various APIs, customizable assistant and user personas, streaming LLM output, custom renderers, high customizability, and zero dependencies. NLUX is designed with principles of intuitiveness, performance, accessibility, and developer experience in mind. The mission of NLUX is to enable developers to build outstanding LLM front-ends and applications with a focus on performance and usability.

This repository is a comprehensive guide for individuals looking to start and improve their skills in Large Language Models (LLMs) without an advanced background in the field. It provides free resources, online courses, books, articles, and practical tips to become an expert in machine learning. The guide covers topics such as terminology, transformers, prompting, retrieval augmented generation (RAG), and more. It also includes recommendations for podcasts, YouTube videos, and communities to stay updated with the latest news in AI and LLMs.

This project is an LLM-based Advanced Prompt Generator designed to automate the process of prompt engineering by enhancing given input prompts using large language models (LLMs). The tool can generate advanced prompts with minimal user input, leveraging LLM agents for optimized prompt generation. It supports gpt-4o or gpt-4o-mini, offers FastAPI & Docker deployment for efficiency, provides a Gradio interface for easy testing, and is hosted on Hugging Face Spaces for quick demos. Users can expand model support to offer more variety and flexibility.

An LLM-powered code generation tool that relies on the built-in Node.js API Typescript Template Project to easily generate clean, well-structured CRUD module code from text description. It orchestrates 3 LLM micro-agents (`Developer`, `Troubleshooter` and `TestsFixer`) to generate code, fix compilation errors, and ensure passing E2E tests. The process includes module code generation, DB migration creation, seeding data, and running tests to validate output. By cycling through these steps, it guarantees consistent and production-ready CRUD code aligned with vertical slicing architecture.

Start Machine Learning in 2024 is a comprehensive guide for beginners to advance in machine learning and artificial intelligence without any prior background. The guide covers various resources such as free online courses, articles, books, and practical tips to become an expert in the field. It emphasizes self-paced learning and provides recommendations for learning paths, including videos, podcasts, and online communities. The guide also includes information on building language models and applications, practicing through Kaggle competitions, and staying updated with the latest news and developments in AI. The goal is to empower individuals with the knowledge and resources to excel in machine learning and AI.

I guide like Elon Musk using First Principles thinking.

I help you learn topics from first principles, guiding you through fundamentals.

Helps thinking from first principles

跟着查理芒格的第一性原理思考方式, 来分析事物.

Your AI-powered pet care assistant! Tailored for both new and seasoned pet owners, it offers customized advice on everything from choosing the right breed to detailed care plans. Understand your pet's behavior, get first aid tips, and enjoy a user-friendly experience in your preferred language.

Accessible emergency expert, providing clear, easy-to-understand guidance.

Explain scientific papers using the 3-pass method for efficient understanding. After uploading a paper, you can enter First pass/Second pass /Third pass / Q&A to get different level of response from SciPlore.

I explain complex topics in simple, fun ways, like you're 5!

Helps understand North Andover's wetland regulations

Understand consent requirements and use of the easyConsent app.

This GPT helps you understand and apply the MITRE ATT&CK Framework, whether you are familiar with the concepts or not.

Understand the correct credit card to use to maximize your reward points.

Helps you understand those confusing ass old dudes and dudettes

A GPT that explains research methods in a language that everyone can easily understand.

Our aim is to understand your unique needs intimately, providing customized commendations that sincerely convey your appreciation and recognition. Moreover, we will design and match the most suitable images to accompany the sentiment of your praise, enhancing the impact visually.

An easy to understand wizard that guides you through questions about how to protect, back up and inherit essential digital information and assets such as crypto seed phrases, private keys, digital art, wallets, IDs, health and insurance information for you and your family.

i help u understand the lingo & the latest memes.

Guide to create and understand GPTs, with latest insights and practical tips.

Easy-to-understand guidance for non-profits in crafting impactful press releases.

Helps beginners understand DirectX 12 concepts and terminology