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Prompt Engineering Guide
😃 Basics
🟢 Introduction to AI
🟢 Prompting With ChatGPT
🟢 Prompt Engineering
🟢 Learn Prompting Embeds
🟢 Giving Instructions
🟢 Assigning Roles
🟢 Showing Examples
🟢 Formalizing Prompts
🟢 Chatbots
🟢 Combining Techniques
🟢 Priming Chatbots
🟢 OpenAI Playground
🟢 LLM Settings
🟢 Pitfalls of LLMs
🟢 Understanding AI Minds
🟢 The Learn Prompting Method
🟢 Starting Your Journey
💼 Basic Applications
🟢 Introduction
🟢 Structuring Data
🟢 Writing An Email
🟢 Blogs
🟢 Study Buddy
🟦 Coding Assistance
🟦 Digital Marketing
🟢 Finding Emojis
🟢 Contracts
🟢 Different Writing Styles
🟢 Summarizing Text
🟢 Zapier for Emails
🧙‍♂️ Intermediate
🟢 Introduction
🟢 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?
🧪 Applied Prompting
🟢 Introduction
🟢 Multiple Choice Questions
🟢 Solve Discussion Questions
🟢 Build ChatGPT from GPT-3
🟢 Chatbot + Knowledge Base
🚀 Advanced Applications
🟢 Introduction
🟦 LLMs Using Tools
🟦 LLMs that Reason and Act
🟦 Code as Reasoning
Special Topics
⚖️ Reliability
🟢 Introduction
🟢 Prompt Debiasing
🟦 Prompt Ensembling
🟦 LLM Self Evaluation
Calibrating LLMs
🟦 Math
🖼️ Image Prompting
🟢 Introduction
🟢 Style Modifiers
🟢 Quality Boosters
🟢 Repetition
🟢 Weighted Terms
🟢 Fix Deformed Generations
🟢 Shot type
🟢 Midjourney
🟢 Resources
🔓 Prompt Hacking
🟢 Introduction
🟢 Prompt Injection
🟢 Prompt Leaking
🟢 Jailbreaking
🟢 Defensive Measures
🟢 Introduction
🟢 Filtering
🟢 Instruction Defense
🟢 Post-Prompting
🟢 Random Sequence Enclosure
🟢 Sandwich Defense
🟢 XML Tagging
🟢 Separate LLM Evaluation
🟢 Other Approaches
🟢 Offensive Measures
🟢 Introduction
🟢 Obfuscation/Token Smuggling
🟢 Payload Splitting
🟢 Defined Dictionary Attack
🟢 Virtualization
🟢 Indirect Injection
🟢 Recursive Injection
🟢 Code Injection
🔨 Tooling
🟢 Introduction
Prompt Engineering Tools
Prompt Engineering IDEs
🟢 Introduction
GPT-3 Playground
Dust
Soaked
Everyprompt
Prompt IDE
PromptTools
PromptSource
PromptChainer
Prompts.ai
Snorkel 🚧
Human Loop
Spellbook 🚧
Kolla Prompt 🚧
Lang Chain
OpenPrompt
OpenAI DALLE IDE
Dream Studio
Patience
Promptmetheus
PromptSandbox.io
The Forge AI
AnySolve
Conclusion
💪 Prompt Tuning
🟢 Introduction
Soft Prompts
Interpretable Soft Prompts
🎲 Miscellaneous
🟢 Detecting AI Generated Text
🟢 Introduction
🟢 Detection Trickery
🟢 Music Generation
Resources
📙 Vocabulary Reference
📚 Bibliography
📦 Prompted Products
🛸 Additional Resources
🔥 Hot Topics
✨ Credits
🔨 Tooling🟢 Introduction

🟢 Introduction

Last updated on August 7, 2024 by Sander Schulhoff
Takeaways
  • Understand what a prompt engineering tool is

In the following section, we will be talking about tools used for prompt engineering. We split these techniques into two sections, IDE (Integrated Development Environment) and Non-IDE tools. Non-IDE tools can include libraries, frameworks and indexes while IDE tools provide users with.

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