Original link: https://blog.kelu.org/tech/2023/05/02/chatgpt-resource-remark.html

From the first news about ChatGPT last year to the frenzy that swept the world in February this year, ChatGPT has become a big focus in the field of artificial intelligence. Last month, I compiled an article on how to use gpt . This article organizes some information links, mainly learning and development tools, to facilitate a deeper understanding and learning of ChatGPT.

1. Information

GPT-1, 2, 3: Learn the principles and implementation of the GPT model.
GPT Series Blog : The GPT series of articles on the official OpenAI blog, covering the release, update, application and related research of the GPT model.
ChatGPT Q&A library : ChatGPT Q&A library in the official documentation, including the use of ChatGPT, API and other frequently asked questions.
Wu Enda + openai prompt ChatGPT: a prompt project for developers

There is a Chinese subtitle version on station b: [[Chinese full version, all 9 episodes] ChatGPT prompts the engineer

Mainly aimed at developers and engineers, it aims to teach how to effectively use ChatGPT to develop and build applications. The main contents of the course include:
1. The Fundamentals of ChatGPT: Learn the background of GPT and how it generates text.
2. Effective Prompt Engineering: Learn how to design targeted prompts so that ChatGPT can generate more accurate and tailored answers.
3. API & Application Development: Learn how to efficiently integrate ChatGPT using the OpenAI API and build real-world applications.
4. Evaluation and tuning: master how to evaluate the performance of ChatGPT and optimize it to meet the needs of specific tasks and applications.
The algorithm behind ChatGPT – what are the must-read papers for RLHF
Interpretation of the technical points behind ChatGPT: RLHF, IFT, CoT, red and blue confrontation – Hugging Face
How does ChatGPT filter harmful content? The Hidden Corners of Artificial Intelligence
Khan Academy founder Khan TED speech: GPT-4 as AI learning private education may bring about the biggest change in the history of education

2. Practical tools

lencx

One of the earliest chatGPT desktop enhancement clients that can use prompt templates, store multiple conversation records and export them

Awesome ChatGPT Prompts

A large collection of chatGPT commonly used prompts has been made into a template form, and it can be used by filling the URL into the above lensx / ChatGPT client.

Auto-GPT

You only need to give him a character + 5 or less goals, and he will help you do anything. Even if it involves installing software, operating the browser, crawling information, and outputting specific formats, these complex operations that general software cannot complete are no problem.

Auto-GPT is an experimental open-source application that demonstrates the capabilities of the GPT-4 language model. This program, powered by GPT-4, links together the “thoughts” of a large model of language to autonomously achieve any goal you set. As one of the first examples of GPT-4 operating fully autonomously, Auto-GPT expands the possibilities of artificial intelligence.

Hugging GPT

Just ask a question in a dialog, and all models on huggingface can be called automatically and instantly to solve the problem.

ChatPaper

Accelerate scientific research in the whole process: paper reading + polishing + review + review reply, currently the strongest scientific research AI-assisted project.

gpt_academic

A tool that integrates various functions and uses gpt to accelerate paper writing.

Chat Excel

Use chatGPT to interactively manipulate excel spreadsheets through text.

ChatMind

A tool to automatically generate mind maps using chatGPT.

ChatGPT Next Web

One-click free deployment of your private ChatGPT web application, support jump.

openai-translator

A chrome plugin for high-quality web word translation with the help of Open AI API.

scouter-extension

Scouter is a browser plug-in that supports interpreted sentences and provides test questions for interactive practice. The goal is to help you acquire language knowledge in a real language environment, and better learn a language in a practical environment.

Voice Control for ChatGPT

Use voice to input text into chatGPT, and convert chatGPT’s reply to voice at the same time to realize the “dialogue” with chatGPT.

cognosys.ai

Friends who don’t want to configure the environment and want to try autoGPT by themselves can run the AutoGPT agent directly on the web interface (the function has castration).

Reworkd.ai

A small general artificial intelligence running in your browser that connects to the internet and automatically solves your tasks, similar to the previous one.

teamsmart.ai

A whole team of AI experts is stationed in the browser. About 20 character AIs of different professions are prefabricated, and you can choose 5 heroes at the beginning.

POE

An LLM online model family bucket that can be used by logging in with a google account, including chatGPT and Claude, GPT-4 and Claude+ are also available, no API is required, but an additional fee is required.

pandagpt.io

Use ChatPDF to quickly read PDFs in a chat mode; the feature is that when reading in a chat mode similar to ChatGPT, you can also compare the original text. In addition to basic functions such as generating summaries and querying opinions, the relevant page numbers will be displayed in the chat results, and you can click on the page number to jump to it. Related pages of the original text.

References

This article is transferred from: https://blog.kelu.org/tech/2023/05/02/chatgpt-resource-remark.html
This site is only for collection, and the copyright belongs to the original author.

Some data summary of ChatGPT