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What’s new in ChatGPT

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This page is an important resource for learning and using the OpenAI API. ChatGPT blog – This is an article on the OpenAI official blog introducing ChatGPT.

Table of Contents

Meta Resources

General

  • Awesome ChatGPT – Curated list of resources for ChatGPT and GPT-3 from OpenAI.
  • Awesome ChatGPT API – Curated list of apps and tools that not only use the new ChatGPT API, but also allow users to configure their own API keys, enabling free and on-demand usage of their own quota.
  • Aihub – Discover and explore high-quality and user-friendly AI products worldwide.
  • Find AI Tools Using AI – AI tools. Updated daily.
  • Finetune ChatGPT on custom dataset (sql, csv, excel etc)

The Principles of ChatGPT

Prompts

OpenAI Official Rescources

Version

  • ChatGPT – Website.This is an official online chat tool provided by OpenAI, which allows you to have AI conversations with ChatGPT.
  • ChatGPT plugins：ChatGPT plugins allow ChatGPT to access up-to-date information, run computations, or use third-party services.
  • OpenAI API – OpenAI API, a platform that allows anyone to access new AI models developed by OpenAI.
  • VisualChatGPT – It is a version that adds visual features on top of ChatGPT.Visual ChatGPT is a project developed by Microsoft that enables the exchange of images during conversations. It is a combination of ChatGPT and a series of visual models.

OpenAI-Products-and-others

  • OpenAI – The homepage of OpenAI.
  • OpenAI Product – This page showcases the products offered by OpenAI, such as GPT models, DALL·E 2 and Whisper.
  • OpenAI API Documentation – It’s a documentation of the OpenAI API. This page is an important resource for learning and using the OpenAI API.
  • ChatGPT blog – This is an article on the OpenAI official blog introducing ChatGPT.
  • New Bing – The New Bing is a new generation of search engine developed by Microsoft and based on a large language model from OpenAI, capable of providing intelligent chat, creative and assistant features.
  • Microsoft 365 Copilot：It combines the large language models,Including GPT-4, with your data in the Microsoft Graph and the Microsoft 365 apps

Social Media

Channel Resources

GitHub Projects

Chrome Extensions

  • 42share Developed by Chinese.Sharing the ChatGPT chat history with others.
  • sharegpt-google – Sharing the ChatGPT chat history with others can generate various formats such as links, images, and PDFs.
  • chatgpt-writer-google – Use ChatGPT to generate complete emails and messagese. It is supported on all websites and has better support for Gmail.
  • chatgpt-prompt-genius-google – Discover, share, import, and use prompts that are most suitable for ChatGPT.
  • ChatGPT for Google – You can have search engine pages directly display ChatGPT’s answers.
  • AIPRM for ChatGPT – AIPRM is a tool with multiple Prompt Templates and customizable Prompt Templates. It is a tool that ranks second when searching for ChatGPT directly in Google Chrome.
  • immersive-translator – Translation add-on using the OpenAI API.
  • https://www.fluentify.io/ Fluentify is a free and open-source “Copilot for the web”.Unlike ChatGPT, there’s no need to chat or switch pages, and you don’t have to copy and paste. Just select the text and everything else is done automatically.
  • ChatGPT Widescreen 🖥️ – Add Widescreen + Fullscreen modes to ChatGPT for enhanced viewing
  • ChatGPT Infinity ∞ – Generate endless answers from all-knowing ChatGPT (in any language!)

Greasemonkey Userscripts

App

  • Raycast AI – A tool that lets you control your computer with natural language commands.
  • MindMac – Effortlessly manage your chats and folders while monitoring costs with intuitive macOS app, powered by ChatGPT API and designed for maximum productivity. Built-in prompt templates, support GPT-3.5 and GPT-4. Currently available in 15 languages.

Bookmarklets

  • ChatGPT Export – A browser bookmarklet for exporting conversations with ChatGPT as markdown files.

Web App

  • Poe – Quora has launched an AI chatbot tool similar to ChatGPT. The product currently includes four different bots, namely Sage, Claude, ChatGPT, and Dragonfly, which are somewhat similar to the offerings of Character AI. These bots draw their AI capabilities from various sources, including OpenAI, Anthropic’s Claude, and other AI models, making it a product that integrates multiple AI models.
  • OpenGPT – Create ChatGPT Application in seconds – Access to a wide range of ChatGPT applications, or create your own App in seconds.
  • Mindshow.fun – Combining with ChatGPT, you can generate a PPT in one minutes. Support importing from Markdown and Logseq.
  • Chatpdf – The intelligence revolution is here, ChatGPT was just the beginning!
  • YouChat – YouChat is a chatbot launched by You.com, founded by AI expert Richard Socher. Unlike ChatGPT, YouChat’s replies include quotes, which can help users track the source of each message.
  • Perplexity AI – Perplexity.AI combines large-scale language models and search engines to provide answers to users’ needs through continuous dialogue. Compared to ChatGPT, Perplexity AI can provide the sources of information , but its answer fluency and completeness are slightly inferior to ChatGPT.
  • Chat Simplifier – Chat simplifier, extracts key points from conversations.
  • PandaGPT – Assist in reading PDFs and automatically answering questions.
  • ChatMind Input question article/data, one-click generate mind map, support context rewriting and expansion dialogue.
  • ClipRecaps ClipRecaps: chatGPT meets Youtube. The Ultimate Tool for Summarizing Long-Form Videos
  • Poet.ly – Poet.ly is a simple and fast generator of SEO-friendly articles for your blog referenced on search engines. It is based on the OpenAI GPT-4 API.

Developer Tools

  • chatgpt.js 🤖 – A powerful client-side JavaScript library for ChatGPT
  • Horizon AI Template – Trendiest Open-Source ChatGPT AI Template & Starter Kit for React & NextJS

Courses

English-Videos

Chinese-Videos

English-Graphic-and-Textual

Chinese-Graphic-and-Textual

Vector Database

Venture Capitalists

OpenAI Investors

  • Pre Seed Round: Y Combinator
  • Seed Round: Reid Hoffman Foundation
  • Seed Round: Khosla Ventures
  • Corporate Round: Microsoft
  • Second Market: Tiger Global Management
  • Second Market: Andreessen Horowitz
  • Second Market: Sequoia Capital
  • Second Market: Bedrock Capital
  • Second Market: Matthew Brown Companies
  • Corporate Round: Microsoft

OpenAI Investments

  • edgedb – EdgeDB is an open-source database designed as a spiritual successor to SQL and the relational paradigm. It aims to solve some hard design problems that make existing databases unnecessarily onerous to use.
  • Descript – Descript is a collaborative audio and video editor that transcribes audio to a text document for editing.
  • Ambience Healthcare – Ambience AutoScribe, is a fully automated AI medical scribe that captures the nuances of provider-patient conversation in real-time into a comprehensive note and seamlessly fits into EMR workflows.
  • Harvey – Harvey is developing an intuitive interface for all legal workflows through powerful generative language models.
  • Mem – Mem is building the world’s first self-organizing workspace.
  • Speak – Speak is on a mission to help more people become fluent in new languages, starting with English.

Companies supported by OpenAI

  • Virtuzone – The UAE’s leading Company Formation Specialists and award-winning corporate services provider,launching SWYFT Plan which is an automated business plan builder powered by OpenAI’s ChatGPT to allow users to generate a complete business plan in less than 10 minutes.
  • https://openai.com/product/gpt-4 We’ve collaborated with organizations building innovative products with GPT-4.

OpenAI Products

  • Text
    • ChatGPT – A model which interacts in a conversational way. The dialogue format makes it possible for ChatGPT to answer follow-up questions, admit its mistakes, challenge incorrect premises, and reject inappropriate requests.
    • GPT – GPT models are capable of natural language processing tasks such as text generation, summarization, and analysis.
    • Embedding model – The new model, text-embedding-ada-002, replaces five separate models for text search, text similarity, and code search, and outperforms our previous most capable model, Davinci, at most tasks, while being priced 99.8% lower.
  • Image
    • DALL·E – DALL·E is an AI system that can create realistic images and art from a description in natural language.
    • CLIP – CLIP can be applied to any visual classification benchmark by simply providing the names of the visual categories to be recognized, similar to the“zero-shot”capabilities of GPT-2 and GPT-3.
    • Point-E – A System for Generating 3D Point Clouds from Complex Prompts.
  • Audio
    • Whisper – Whisper is a versatile speech recognition model that can transcribe, identify, and translate multiple languages.
    • Jukebox – A neural net that generates music as raw audio in a variety of genres and artist styles.
    • MuseNet – A deep neural network that can generate 4-minute musical compositions with 10 different instruments.

Competitors: AI ChatBot

  • OpenChatKit – A toolkit similar to ChatGPT, based on EleutherAI’s GPT-NeoX-20B, containing a large model with 20 billion parameters that has been fine-tuned on 43 million prompts.
  • Jasper Chat – A feature in the Jasper AI ecosystem, unlike ChatGPT, it is a paid service.
  • Character ai – Unlike ChatGPT, it categorizes the chatbots into various subfields. It allows people to participate in the creation process through a platform instead of solely relying on self-creation and model training.
  • Bard – Bard is Google’s new AI chatbot service that uses LaMDA, a language model that can generate natural and informative responses. Bard can help users with creative tasks, explaining complex topics, and learning new things. Bard is Google’s answer to ChatGPT, Microsoft’s popular AI chatbot3.
  • YouChat – YouChat is a chatbot from You.com, founded by language and artificial intelligence expert Richard Socher, a GPT-3-based text generator for writing emails and other documents. In contrast to ChatGPT, YouChat’s replies are cited, which in turn helps users track the source of each message.
  • Perplexity AI – AI, which at its core combines a large-scale language model with a search engine to perform Q&A, providing users with the answers they need in the form of a continuous dialogue. Compared to ChatGPT, Perplexity AI is able to provide sources of information , but the fluency and completeness of its answers is slightly less than ChatGPT.
  • MOSS -Can perform a series of tasks such as dialogue generation, programming, fact answering, etc.
  • ChatGLM This is a multibillion Chinese-English language model with basic question-and-answer and conversational capabilities, optimized for Chinese language.
  • 澜舟认知智能平台 Based on Mencius pre-training technology, unlock full-range AIGC capabilities such as text-image generation, literary assistance creation, marketing copywriting, paper assistance writing, etc.

Competitors: LLMs

  • LaMDA: Language Model for Dialogue Applications is a family of conversational large language models developed by Google. LaMDA uses a decoder-only transformer language model.
  • LLaMA: by Meta AI, A foundational, 65-billion-parameter large language model. LLaMA (Large Language Model Meta AI) is a state-of-the-art foundational large language model designed to help researchers advance their work in this subfield of AI.
  • Gopher – by DeepMind, a 280 billion parameter transformer language model called Gopher, is an autoregressive transformer-based dense LLM.
  • GLM – GLM is a General Language Model developed by Tsinghua University. GLM-130B is an open bilingual (English&Chinese) version of GLM with 130 billion parameters, designed for users with a single A100 or V100 server23.
  • GPT-NeoXT-Chat-Base-20B – An open-source language model that can chat and generate images. Created by EleutherAI.
  • BLOOM – by BigScience, BLOOM is an autoregressive Large Language Model (LLM), trained to continue text from a prompt on vast amounts of text data using industrial-scale computational resources. As such, it is able to output coherent text in 46 languages and 13 programming languages that is hardly distinguishable from text written by humans. BLOOM can also be instructed to perform text tasks it hasn’t been explicitly trained for, by casting them as text generation tasks.
  • OPT) – by Meta, The OPT model was proposed in Open Pre-trained Transformer Language Models by Meta AI. OPT is a series of open-sourced large causal language models which perform similar in performance to GPT3.

Research report

Literature Analysis

Glossary of Terms

  • Large language model
  • Instruction fine-tuning
  • In-context learning
  • Zero-shot learning
  • Few-shot learning
  • Prompt engineering
  • Chain-of thought (COT)
  • Reinforcement learning
  • Reinforcement Learning from Human Feedback (RLHF)

The technical principle of ChatGPT

Recent advances in Prompt engineering

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