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😃 ප්රාථමික
🟢 Introduction
🟢 Prompting With ChatGPT
🟢 Prompt Engineering
🟢 Learn Prompting Embeds
🟢 Giving Instructions
🟢 Assigning Roles
🟢 Showing Examples
🟢 Combining Techniques
🟢 Formalizing Prompts
🟢 Chatbots
🟢 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
🟢 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
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
Soft Prompts
Interpretable Soft Prompts
🎲 Miscellaneous
🟢 Detecting AI Generated Text
🟢 Detection Trickery
🟢 Music Generation
Resources
📙 Vocabulary Reference
📚 Bibliography
📦 Prompted Products
🛸 Additional Resources
🔥 Hot Topics
✨ Credits
🚀 Advanced Applications🟢 Introduction

🟢 Introduction

Last updated on August 7, 2024 by Sander Schulhoff

We have seen a number of prompting/prompt engineering methods thus far. Now we will cover some advanced applications of prompting that can solve complex reasoning tasks by performing searches for information via the internet, or other external sources.

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