AI Usage: Prompt Engineering

Writing Prompts for AI, GPT-3 or ChatGPT; Prompt Engineering; Prompting; Prompt Generators

Essential Rules

What makes a good prompt?

• Short sentences that are easy to understand

GPT-3 has a tendency to do direct translations, which usually sound a bit weird. I’m sure there are a lot of small improvements that can be made like this.

General Advices

• How to Use GPT-3 to Create and Enhance Text-to-Image Prompts
• ChatGPT Success Completely Depends On Your Prompt
• Prompt engineering - Wikipedia
• dair-ai/Prompt-Engineering-Guide
• trigaten/Learn_Prompting

Goal: Summarize

• ChatGPT Hack For Summarizing Your Work
• The Best Way to Summarize a Paragraph Using GPT-3 - WFH Brian

Goal: Localizatipn

• Internationalizing our website with GPT-3

Prompt Generators

• There is real model ChatGPT Prompt Generator, allowing users to generate prompts tailored to their desired persona. Svi rezultati su u formi “I want you to act as a X. I will provide you…”, ali to očigledno daje bolje AI rezultate.

• Prompt builder for AI Art Generators

• Phraser Collaborative Creative AI tool

• Eksperiment: Write a Thank You Note - ThankYouNote.app

Prompt Libraries

Open Prompt

Prompt Collections

Prompt Marketplace: PromptBase

Professional AI whisperers have launched a marketplace for DALL-E prompts - The Verge

Prompt Libraries and Lists

Handy GPT-3 Prompts - matthewmcateer.me AI Prompts Inspiration for creating avatars for free

Using GPT3 to help you write a blog your readers will remember | Moonbeam Moonbeam - Never write from scratch again.

Search results for ‘rewrite’ - OpenAI API Community Forum Paraphrasing with GPT-3 - Prompt Assistance - OpenAI API Community Forum

Using prompts.chat

prompts.chat sadrži omanji ali odabrani spisak proptova. Sajte je baš zgodan jer se baš lako, jednim klikom kopira prompt u clipboard.

Inače, svi ti promptovi se nalaze u jednom fajlu, ako ti je tako lakše: awesome-chatgpt-prompts/prompts.csv

Curated Collections & Inspirations

• f/awesome-chatgpt-prompts: This repo includes ChatGPT prompt curation to use ChatGPT better.
• The Art of ChatGPT Prompting: A Guide to Crafting Clear and Effective Prompts
• text?

Influencers

Follow: OpenAI API Community Forum Best Chat GPT Resources Prompt Engineering - WFH Brian

Desktop Tools

A inače, postoji jedna još starija Tauri aplikacija koja izgleda isto: sonnylazuardi/chatgpt-desktop i kao da je ceo kod dužine jedna linija možda: https://twitter.com/sonnylazuardi/status/1599420001760731136, jer se valjda tu lako pravi wrapper.

Moj novi pomoćnik ChatGPT Desktop App

Stvarno sam se umorio od copy-paste, a ova aplikacija će me spasiti toga, makar malo.

lencx/ChatGPT) je naravno unofficial app, i na svu sreću u pitanju je simple wrapper for ChatGPT web interface with powerful extras. A glavni extra je što možeš da koristiš svoje snimljene promptove uz pomoć slash commands, na primer /tr. This eliminates manually copy-paste prompts each time.

Instaliraj sa: winget install --id=lencx.ChatGPT -e

Pravilan način upotrebe je da u text input area, type a character / to bring up the command prompt, a zatim nakon izbora press the spacebar and it will fill the input area with the prompt.

1. očigledno, najbitniji su ovi / slash-promptovi
2. može da se definiše globalni shortcut
3. da se definiše da je prozor always-on-top
4. ima copy odmah pored poslednjeg odgovora (eh da ga kopira u markdown, bilo bi bolje)
5. exportuje kompletnu prepisku u PNG, PDF i Markdown

Tehnički gledano, application is built using Tauri koji je Electron samo bolji, a interesantno je da main window and system tray podržavaju custom URLs to wrap any website in desktop app. I opet očekivano, Tauri je pisan u Rust.

Developing API Interfaces

Ovde ne želim da smestim pravo programiranje već “Prompt Wrangling” odnosno modifikaciju prompta koji se šalju AI enginu preko API-ja.

• Iskopao sam i ovu browser extensiju: benf2004/ChatGPT-Prompt-Genius Nema neka ludila, ali ima snimanje i promptove, što je glavno. I bukvalno su mu proptovi oni isti - identičan fajl.

• Odavde sam izvukao i odličan primar kako pozivam OpenAI iz node.js skripte: ellie-website/create-i18n.js

Using ChatGPT as a Creative Writing Partner | Towards Data Science

• On Prompt Engineering | Ben Congdon microsoft/prompt-engine: A library for helping developers craft prompts for Large Language Models Prompt Engine – Microsoft’s prompt engineering library | Hacker News

ne razumem?

promptslab/Promptify: Prompt Engineering | Use GPT or other prompt based models to get structured output. Join our discord for Prompt-Engineering, LLMs and other latest research

Holy fuck! Overview | Learn Prompting WOOW - Learn Prompting | Learn Prompting

Jailbreak Chat

Opet debili komplikuju: PROMPTMETHEUS - One-shot Prompt Engineering IDE

Interesting prompt approach: PromptGenerator · Chat GPT Users

ChatGPT, DALL·E & Stable Diffusion prompt marketplace - ChatX PROMPTMETHEUS - One-shot Prompt Engineering IDE Best ChatGPT Prompts - PromptHero

PromptLayer - The first platform built for prompt engineers

I najzad…

ChatGPT & Midjourney Prompt Generator

Prompt Studio izgleda napušten jer kao da hoće da naprave “Chains”, što i razumem, ali zato ne podržava GPT4 i ništa mi nije radilo. Dobro im je objašnjenje: Think of it like Postman but for LLMs

Plaćen: AIPRM

filipecalegario/awesome-generative-ai: A curated list of Generative AI tools, works, models, and references

Great formulation for the language style I need: “The style should be formal, detailed, and informative. Please avoid using any creative or promotional language.”