Create unique Programming and Data with ChatGPT
Search and store tool for Chat GPT Prompt
Create unique and engaging Programming and Data with ChatGPT, a pre-trained language model by OpenAI for generating high-quality and accurate content.
How to Write a Test Suite for Language API: A Guide to Verify Functionality and Performance
Write a test suite for a [language] API that verifies its functionality and performance under different conditions.
Designing a Comprehensive Testing Strategy for Web/Mobile App: Tips and Best Practices
Design a testing strategy for a [web/mobile] app that includes [unit, integration, system, and/or performance] testing.
How to Generate Test Data for Edge Cases in [Language]
Generate test data for the following [language] function that tests various edge cases: [function signature].
Creating a Test Script for Unit, Integration, and System Testing in [Language]
Create a test script for the given [language] code that covers [unit/integration/system] testing: [code snippet].
Designing UI Component Library for Web/Mobile App with Design System or Style Guide
Design a UI component library for a [web/mobile] app that adheres to [design system or style guide].
Designing a Responsive User Interface for Web/Mobile App: Tips and Tricks
Design a responsive user interface for a [web/mobile] app that adapts to different screen sizes and orientations.
Creating a Natural Language Interface for Chatbots to Perform Specific Tasks
Create a natural language interface for a chatbot that allows users to perform [specific task or operation] using voice commands or text input.
How to Implement a Chatbot for Answering FAQs in a Domain
Implement a chatbot that can answer frequently asked questions about [topic or domain].
How to Develop a Conversational Script for Onboarding a Chatbot User
Develop a conversational script for a chatbot that guides users through the [onboarding process or feature setup].
Comparing the Performance of SQL Query using Multiple Database Engines
Compare the performance of the given SQL query using different database engines (e.g., MySQL, PostgreSQL, Oracle): [SQL query].
Best partitioning or sharding strategies for large-scale database queries: SQL or NoSQL queries
Suggest partitioning or sharding strategies for the following large-scale database query: [SQL or NoSQL query].
Identifying Inefficiencies in Database Schema for Query Performance Optimization
Identify any inefficiencies in the given database schema that may be affecting query performance: [schema description].
Optimizing a NoSQL Query for Better Performance and Resource Usage
Optimize the following NoSQL query for better performance and resource usage: [NoSQL query].
Optimizing SQL query performance by replacing subqueries with JOINs
Rewrite the following SQL query to use JOINs instead of subqueries for improved performance: [SQL query].
Effective Indexing Techniques for Optimizing SQL Queries
Suggest indexing strategies for the following SQL query: [SQL query].
Analyzing SQL Query for Potential Bottlenecks: A Guide to Optimize Database Performance
Analyze the given SQL query for any potential bottlenecks: [SQL query].
Optimizing SQL Query for Better Performance: Tips and Techniques
Optimize the following SQL query for better performance: [SQL query].
How to Create a Quick-Start Guide for [Language] Library with Code Snippet for Easy Setup
Produce a quick-start guide for using the following [language] library: [code snippet].
Opinion Generator Function for Language Code Snippets: Expected Input and Output
Document the expected input and output for the given [language] function: [code snippet].
Tips for Generating Usage Examples for [Language] API: [Code Snippet]
Generate usage examples for the following [language] API: [code snippet].
What is “prompt engineering”?
A “prompt” is the input that guides a generative AI model to generate useful outputs. Generative AI tools like ChatGPT, GPT, DALL·E 2, Stable Diffusion, Midjourney, etc. all require prompting as their input.
In a natural language processing (NLP) context, “prompt engineering” is the process of discovering inputs that yield desirable or useful results. As is the story with any processes, better inputs yield better outputs; or commonly said another way “garbage in, garbage out.”
Become a prompt researcher instead of engineer
- If you’re already a subject matter expert in something, consider figuring out how to apply your personal skills to generating the best prompts in your field
- For example, if you’re an expert in SEO, what questions do you ask yourself when creating SEO strategies? How can you translate this knowledge into better prompts to generate the same level of output with AI?
Become a prompt researcher instead of engineer
- The term prompt engineer glosses over the idea that prompt formulation takes hypothesizing, research, result measurement, and repetition. Instead, approach prompting like a research project.
- Try as many different variations and formulations of your prompt as possible. One problem can have hundreds of solutions and one solution can have hundreds of approaches. The same can be said of prompting.