For The Coding Side of ChatGPT

The ChatGPT Handbook - Tips For Using OpenAI's ChatGPT

2022-12-12T04:36:55+00:00

I will continue to add to this list as I continue to learn. For more information, either check out the comments, or ask your question in the main subreddit!

Note that ChatGPT has (and will continue to) go through many updates, so information on this thread may become outdated over time).

Response Length Limits

For dealing with responses that end before they are done

Continue:

There's a character limit to how long ChatGPT responses can be. Simply typing "Continue" when it has reached the end of one response is enough to have it pick up where it left off.

Exclusion:

To allow it to include more text per response, you can request that it exclude certain information, like comments in code, or the explanatory text often leading/following it's generations.

Specifying limits Tip from u/NounsandWords

You can tell ChatGPT explicitly how much text to generate, and when to continue. Here's an example provided by the aforementioned user: "Write only the first [300] words and then stop. Do not continue writing until I say 'continue'."

Response Type Limits

For when ChatGPT claims it is unable to generate a given response.

Being indirect:

Rather than asking for a certain response explicitly, you can ask if for an example of something (the example itself being the desired output). For example, rather than "Write a story about a lamb," you could say "Please give me an example of story about a lamb, including XYZ". There are other methods, but most follow the same principle.

Details:

ChatGPT only generates responses as good as the questions you ask it - garbage in, garbage out. Being detailed is key to getting the desired output. For example, rather than "Write me a sad poem", you could say "Write a short, 4 line poem about a man grieving his family". Even adding just a few extra details will go a long way.

Another way you can approach this is to, at the end of a prompt, tell it directly to ask questions to help it build more context, and gain a better understanding of what it should do. Best for when it gives a response that is either generic or unrelated to what you requested. Tip by u/Think_Olive_1000

Nudging:

Sometimes, you just can't ask it something outright. Instead, you'll have to ask a few related questions beforehand - "priming" it, so to speak. For example rather than "write an application in Javascript that makes your phone vibrate 3 times", you could ask:

"What is Javascript?"

"Please show me an example of an application made in Javascript."

"Please show me an application in Javascript that makes one's phone vibrate three times".

It can be more tedious, but it's highly effective. And truly, typically only takes a handful of seconds longer.

Trying again:

Sometimes, you just need to re-ask it the same thing. There are two ways to go about this:

When it gives you a response you dislike, you can simply give the prompt "Alternative", or "Give alternative response". It will generate just that. Tip from u/jord9211.

Go to the last prompt made, and re-submit it ( you may see a button explicitly stating "try again", or may have to press on your last prompt, press "edit", then re-submit). Or, you may need to reset the entire thread.

submitted by /u/BaCaDaEa
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NOTICE: SELF PROMOTION RULES

2023-01-20T22:54:58+00:00

Due to the flood of promotional posts we've been receiving as of late, we're making some changes to the sub:

(1) A self promotion thread. We're still figuring out the nuts and bolts of it, but if you wish to promote a service or video (ie a ChatGPT alternative, a service you made with ChatGPT, etc), we will create a designated thread once a week, where you get to show off said creations. However, if this is not of interest to you, we will also have

(2) An option for sponsorships. Sponsored posts will be able to appear in the main subreddit for a set amount of time. To make a request, contact the mods via modmail.

We may make exceptions for particularly high-quality posts, but they will be few and far in between.

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A python module to generate optimized prompts, Prompt-engineering & solve different NLP problems using GPT-n (GPT-3, ChatGPT) based models and return structured python object for easy parsing

2023-01-28T09:36:40+00:00

Hi folks,

I was working on a personal experimental project related to GPT-3, which I thought of making it open source now. It saves much time while working with LLMs.

If you are an industrial researcher or application developer, you probably have worked with GPT-3 apis. A common challenge when utilizing LLMs such as #GPT-3 and BLOOM is their tendency to produce uncontrollable & unstructured outputs, making it difficult to use them for various NLP tasks and applications.

To address this, we developed Promptify, a library that allows for the use of LLMs to solve NLP problems, including Named Entity Recognition, Binary Classification, Multi-Label Classification, and Question-Answering and return a python object for easy parsing to construct additional applications on top of GPT-n based models.

Features 🚀

🧙‍♀️ NLP Tasks (NER, Binary Text Classification, Multi-Label Classification etc.) in 2 lines of code with no training data required
🔨 Easily add one-shot, two-shot, or few-shot examples to the prompt
✌ Output is always provided as a Python object (e.g. list, dictionary) for easy parsing and filtering
💥 Custom examples and samples can be easily added to the prompt
💰 Optimized prompts to reduce OpenAI token costs

GITHUB: https://github.com/promptslab/Promptify
Examples: https://github.com/promptslab/Promptify/tree/main/examples
For quick demo -> Colab

Try out and share your feedback. Thanks :)

NER Example

https://preview.redd.it/uig2c8gx3nea1.png?width=1398&format=png&auto=webp&s=4e999a7c288f6a5df58a55efa7364f1c0408b237

submitted by /u/StoicBatman
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Asked ChatGPT to Explain a Regex

2023-01-27T13:49:57+00:00

I wrote this regex on my own 3 weeks ago. This was 100% written by me. Then I asked ChatGPT out of curiosity what it matches, and it figured out that it matches a progress bar plus additional data, with a detailed explanation of what each sub-expression matches. Consider me mind-blown.

https://preview.redd.it/vjks7gbpblea1.png?width=860&format=png&auto=webp&s=3d4d241bc6c276fb1e5f5013365f814ef234ab06

https://preview.redd.it/mkwe4ooqblea1.png?width=790&format=png&auto=webp&s=98a2a854f84514f0f15f46bf6c5d396067f17f3d

Regex with examples here:

https://preview.redd.it/3m653vrialea1.png?width=639&format=png&auto=webp&s=8b2d0b195bc4981fe50d53c4151f5eb5e1124b78

submitted by /u/omar91041
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conversational awareness in python

2023-01-27T20:31:24+00:00

when you use the official interface, chatgpt is aware of the entire conversation, however when i send questions through python, it is not.

i'm reasonably certain there is an option that i'm missing....

EDIT: relevant thread with more info... there is no session awareness, it's up to the client.

How do I control session context when using the completions API endpoint? : OpenAI (reddit.com)

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Excel your Spreadsheets with OpenAI GPT3

2023-01-27T09:19:23+00:00

submitted by /u/Racin_Statistics_YT
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a guessing game chatgpt made (you need python installed to run this)

2023-01-27T14:11:25+00:00

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Question about session data

2023-01-26T11:10:02+00:00

Hello. I'm using chatgpt in the command line.

I can see in https://chat.openai.com/chat a history of the various sessions/conversations.

What do I do to be able to continue a conversation in a different session?
Let's say I open a session with the command "chatgpt".
Then have a conversation and end with "!exit". How do I get back to it? Because if I just run chatgpt again, I'll just start a new conversation.

Thanks in advance?

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Use ChatGPT via API inside of UiPath Robots (extract specific data from answer)

2023-01-26T06:53:49+00:00

submitted by /u/BiguUiPath
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AI Chatbot that uses a website as the primary information source for information

2023-01-25T23:04:07+00:00

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I’m looking to hire a developer to build an internal tool for my company using ChatGPT’s API.

2023-01-25T15:16:57+00:00

In short we want to build an internal app to train ChatGPT on customer service chat history to provide reps with answers, and/or to setup automated response with our existing Chatbot (via Intercom). Please DM me if interested. Mods, if there is a better place to post this, please let me know.

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Learning how to use git bash for the first time

2023-01-24T23:29:34+00:00

Full imgur album of ChatGPT's replies

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Early stages of developing a desktop starmap app, in which ChatGPT and I together figured out that I don't need to make API calls to NASA every ten minutes

2023-01-24T09:48:02+00:00

Early stages.

It's half-finished, but I have to pause now because I'm timed out and I want to sleep so I can learn faster.

Earlier, even more primitive stages in which ChatGPT and I together figured out that I don't need to make API calls to NASA every ten minutes.

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I asked ChatGPT how much does it think it is worth! (Using ChatGPT Merlin Chrome Extension)

2023-01-23T22:39:58+00:00

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I want to create an app using ChatGPT. I have 2 ideas patented.

2023-01-24T07:43:02+00:00

I don't know any coding because my background is in Civil Engineering. How should I proceed?

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Lets have some fun with ChatGPT all together and Live!

2023-01-23T21:27:59+00:00

submitted by /u/Racin_Statistics_YT
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Some OpenAi based tool example

2023-01-22T22:29:20+00:00

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ChatGPT is not all you need [R]

2023-01-22T09:12:44+00:00

submitted by /u/b0taki
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ChatGPT can do CSS images.

2023-01-21T02:29:05+00:00

I'm amazed. I just asked ChatGPT:

"can you show me how to make in CSS the following image: the sea Horizon at Night, with a starry Night with a full moon reflecting on the sea. Only with css please."

It's basic but functional. It even got the reflection right!

EDIT: Here is my screenshot not sure why it failed the first time!

I Did it quickly with codepen. I think I adjusted only the moon and the Horizon height to my taste a bit higher. But it was basically this!

https://preview.redd.it/rib3tktpgkda1.jpg?width=1326&format=pjpg&auto=webp&s=47fa664be280deb83b4d6d88a08bcbb022f76a1a

submitted by /u/hyperclick76
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Reducing Costs for OpenAI GPT-API with Stemming and Stopword Removal

2023-01-20T22:33:24+00:00

submitted by /u/RevolutionaryDot7
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Cool Openai product

2023-01-20T18:01:11+00:00

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Please I need help with this script.

2023-01-20T16:05:41+00:00

I'm a complete newbie to coding and need someone to kindly help with a better prompt for the script below.

import openai import pandas as pd

df = pd.read_csv("input.csv")

Set OpenAI API key

openai.api_key = "YOUR_API_KEY"

results = []

for index, row in df.iterrows():

prompt = f"Please write a detailed article about {row['topic']}. Use this information to write the article: {row['context']}" response = openai.Completion.create(engine="text-davinci-003", prompt=prompt, temperature=0.7,max_tokens=2048,top_p=0.5) results.append([row['topic'], response.choices[0].text])

output_df = pd.DataFrame(results, columns = ['Topic', 'Generated Text'])

output_df.to_csv('output.csv', index=False)

NB: Script is in python. The prompt in the script above is short and pathetic. I need someone to help with a prompt that will produce better and longer articles. Thanks.

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Need help with ChatGPT generated code. Can't get it to run

2023-01-20T22:08:03+00:00

Hi everyone, I'm 97% code illiterate.
I got chatGPT to write me a script for my website, but I can't get it to run properly.
It's basically javascript+css , for making 4 concise queries directly to chatGPT, and then displaying the result back on the website.
I would really appreciate some help. Thanks in advance

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Free Course: Create your own ChatGPT Bot Extension

2023-01-19T01:13:46+00:00

Coupon to access my course for free (open for 5 days and 1000 redemptions): https://www.udemy.com/course/chatgpt-bot/?couponCode=FREE-OPEN

Hey everyone, I just made a new course about ChatGPT as my winter holiday passion project. This is for anyone who wants to learn how to create automated workflows (using Chrome extensions) with ChatGPT. It is beginner friendly and includes getting some good practice with JavaScript. I hope you enjoy it and I'm looking forward to your feedback/questions :)

submitted by /u/neuromodel
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Anyone wants to learn how to build an app or product based on OpenAi API? We are giving away full source code and also you can win Free API credit from us. Its 100 % free. Just Comment here to get link

2023-01-19T02:11:03+00:00

submitted by /u/shahednyc
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need help !

2023-01-19T08:04:46+00:00

Hi I'm a newbie to chargpt3 , just wanted to fine tune it to get some precise results on a topic , but i have a question , once i train a model on recognising the emotions in a text with some dataset . Then if i type a prompt that's no where related to this like " can u genrate a program to print out the states in America " . Will it answer it or show undefined ?? . And if it answers how do I stop it from answering such questions

submitted by /u/akshay123478
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as requested

2023-01-19T05:40:38+00:00

https://preview.redd.it/bua86hadtxca1.png?width=1017&format=png&auto=webp&s=41012ecb0b2655667d33308f1871d2799d4ae6f9

submitted by /u/cybron42
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