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Learn Prompting

Prompt Engineering Guide

😃 Basics

🟢 Introduction to AI

🟢 Prompting With ChatGPT

🟢 Prompt Engineering

🟢 Learn Prompting Embeds

🟢 Giving Instructions

🟢 Assigning Roles

🟢 Showing Examples

🟢 Combining Techniques

🟢 Formalizing Prompts

🟢 Priming Chatbots

🟢 OpenAI Playground

🟢 LLM Settings

🟢 Pitfalls of LLMs

🟢 Understanding AI Minds

🟢 The Learn Prompting Method

🟢 Starting Your Journey

💼 Applications

🟢 Introduction

🟢 Structuring Data

🟢 Writing An Email

🟢 Study Buddy

🟦 Coding Assistance

🟦 Digital Marketing

🟢 Finding Emojis

🟢 Different Writing Styles

🟢 Summarizing Text

🟢 Zapier for Emails

🟢 Multiple Choice Questions

🟢 Solve Discussion Questions

🟢 Build ChatGPT from GPT-3

🟢 Chatbot + Knowledge Base

🧙‍♂️ Intermediate

🟢 Chain of Thought Prompting

🟢 Zero Shot Chain of Thought

🟦 Self-Consistency

🟦 Generated Knowledge

🟦 Least to Most Prompting

🟦 Dealing With Long Form Content

🟦 Revisiting Roles

🟢 What's in a Prompt?

🤖 Đại lý

🟢 Introduction

🟦 LLMs Using Tools

🟦 LLMs that Reason and Act

🟦 Code as Reasoning

⚖️ Reliability

🟢 Introduction

🟢 Prompt Debiasing

🟦 Prompt Ensembling

🟦 LLM Self Evaluation

Calibrating LLMs

🖼️ Image Prompting

🟢 Introduction

🟢 Style Modifiers

🟢 Quality Boosters

🟢 Repetition

🟢 Weighted Terms

🟢 Fix Deformed Generations

🟢 Midjourney

🔓 Prompt Hacking

🔨 Tooling

💪 Prompt Tuning

Interpretable Soft Prompts

🎲 Miscellaneous

🟢 Detecting AI Generated Text

🟢 Detection Trickery

🟢 Music Generation

📙 Vocabulary Reference

📚 Bibliography

📦 Prompted Products

🛸 Additional Resources

🔥 Hot Topics

🔨 ToolingPrompt Engineering IDEsOpenPrompt

OpenPrompt

Last updated on August 7, 2024 by Sander Schulhoff

OpenPrompt is a Python library that provides various functionality for building and testing prompts.

Features

OpenPrompt supports models from huggingface, but not yet OpenAI. It focuses more on datasets and testing than chaining. OpenPrompt also appears to support soft-prompting via https://github.com/thunlp/OpenDelta.

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