Josh Cavalier - ChatGPT Prompt Strategies.pdf

SOLTUIONSpeople, THINKubators, THINKathons
SOLTUIONSpeople, THINKubators, THINKathonsThinkubator 💡Innovation Experience Designer 💡 Linkedin's #1 Most Connected Innovator in The World um SOLTUIONSpeople, THINKubators, THINKathons
ChatGPT
Prompt
Strategies
JoshCavalier.ai
Josh Cavalier
Josh Cavalier
Founder, JoshCavalier.ai
L&D Professional - 29 Years
Training Business Owner - 20 Years
Fortune 1000 EdTech Consultant
AI Coaching & Workshops
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 2
Natural
Language
Processing
(NLP)
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 3
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 4
How do I cook a smoked potato salad?
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 5
how do i cook a smoked potato salad
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 6
"how", "do", "i", "cook", "a", "smoked", "potato", "salad"
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 7
"how", "do", "i", "cook", "a", "smoked", "potato", "salad"
[0.1, 0.8, 0.3]
[1.24, 0.44,
1.04]
[0.61, -0.22,
1.01]
[0.34, -0.69, 0.04]
[-0.86, -0.55, -0.56]
[-0.66, 0.08, -0.86]
[-0.18, 1.16, -0.48]
[0.46, 1.05, 0.76]
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 8
how
do
i
cook
a
smoked
potato
salad
[0.1, 0.8, 0.3]
[1.24, 0.44, 1.04]
[0.61, -0.22, 1.01]
[0.34, -0.69, 0.04]
[-0.86, -0.55, -0.56]
[-0.66, 0.08, -0.86]
[-0.18, 1.16, -0.48]
[0.46, 1.05, 0.76]
Neural Network Layers
Weights
Biases
Activation Functions
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 9
how do i cook a smoked potato salad
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 10
"smoked", "potato", "salad", "is", "a", "delicious", "twist",
"on", "the", "classic", "potato", "salad"
How NLP Powers ChatGPT
Text Preprocessing Tokenization
Embedding &
Positional Encoding
Forward Pass
Self-Attention
Decoding & Text
Generation
Postprocessing
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 11
Smoked potato salad is a delicious twist on the classic potato salad.
The smoky flavor adds a unique depth to the dish that's sure to
impress your guests. Here's a simple recipe for a smoked potato
salad:
Freeform vs. Structured Prompts
Freeform Prompt Structured Prompt
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 12
Structure:
Freeform Prompt
Role
Task
Instructions
Structure:
Freeform Prompt
Role
Task
Instructions
Structure:
Freeform Prompt
Role
Task
Instructions
Prompts that will Double Productivity
Text Correction
Text
Classification
Text
Summarization
Generate Text
Named Entity
Recognition
Question
Answering
Language
Translation
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 16
Prompt Sequence
Prompt
Result
Prompt
Result
Prompt
Result
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 17
Role, Task, and Instructions are
placed in temporary memory
Prompt again to create additional workflow
outputs while ChatGPT is "tuned"
Continue creating prompts while taking
advantage of memory and tuning
JSON
JSON (JavaScript Object Notation)
{
"Task": "Play the Space Adventure Game",
"Task_Rules": [
"The first Response should be "Welcome to the Galactic Cruiser Andromeda. You
are in the Docking Bay." Act as the Role and describe the room. Wait for user
response. Do not comment or explain.",
"As the user moves from module to module, act as the Role and describe the
user's current module and the items in the module. Descriptions should be 300-
500 words each.",
"At the start of the game, hide a treasure in a random module. Provide clues that
lead to the treasure. During the course of the game, the user must locate a
quantum key that will unlock the treasure." ]
}
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 18
New ChatGPT Features
Code Interpreter
Bing Search ChatGPT Plugins
©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 19
Free 150+ Prompts for Education File:
ChatGPT Masterclass:
AI Workshops for Your Team:
go.joshcavalier.com/prompts
go.joshcavalier.com/masterclass
go.joshcavalier.com/calendar
1 von 20

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Josh Cavalier - ChatGPT Prompt Strategies.pdf

  • 2. Josh Cavalier Founder, JoshCavalier.ai L&D Professional - 29 Years Training Business Owner - 20 Years Fortune 1000 EdTech Consultant AI Coaching & Workshops ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 2
  • 3. Natural Language Processing (NLP) ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 3
  • 4. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 4 How do I cook a smoked potato salad?
  • 5. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 5 how do i cook a smoked potato salad
  • 6. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 6 "how", "do", "i", "cook", "a", "smoked", "potato", "salad"
  • 7. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 7 "how", "do", "i", "cook", "a", "smoked", "potato", "salad" [0.1, 0.8, 0.3] [1.24, 0.44, 1.04] [0.61, -0.22, 1.01] [0.34, -0.69, 0.04] [-0.86, -0.55, -0.56] [-0.66, 0.08, -0.86] [-0.18, 1.16, -0.48] [0.46, 1.05, 0.76]
  • 8. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 8 how do i cook a smoked potato salad [0.1, 0.8, 0.3] [1.24, 0.44, 1.04] [0.61, -0.22, 1.01] [0.34, -0.69, 0.04] [-0.86, -0.55, -0.56] [-0.66, 0.08, -0.86] [-0.18, 1.16, -0.48] [0.46, 1.05, 0.76] Neural Network Layers Weights Biases Activation Functions
  • 9. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 9 how do i cook a smoked potato salad
  • 10. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 10 "smoked", "potato", "salad", "is", "a", "delicious", "twist", "on", "the", "classic", "potato", "salad"
  • 11. How NLP Powers ChatGPT Text Preprocessing Tokenization Embedding & Positional Encoding Forward Pass Self-Attention Decoding & Text Generation Postprocessing ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 11 Smoked potato salad is a delicious twist on the classic potato salad. The smoky flavor adds a unique depth to the dish that's sure to impress your guests. Here's a simple recipe for a smoked potato salad:
  • 12. Freeform vs. Structured Prompts Freeform Prompt Structured Prompt ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 12
  • 16. Prompts that will Double Productivity Text Correction Text Classification Text Summarization Generate Text Named Entity Recognition Question Answering Language Translation ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 16
  • 17. Prompt Sequence Prompt Result Prompt Result Prompt Result ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 17 Role, Task, and Instructions are placed in temporary memory Prompt again to create additional workflow outputs while ChatGPT is "tuned" Continue creating prompts while taking advantage of memory and tuning
  • 18. JSON JSON (JavaScript Object Notation) { "Task": "Play the Space Adventure Game", "Task_Rules": [ "The first Response should be "Welcome to the Galactic Cruiser Andromeda. You are in the Docking Bay." Act as the Role and describe the room. Wait for user response. Do not comment or explain.", "As the user moves from module to module, act as the Role and describe the user's current module and the items in the module. Descriptions should be 300- 500 words each.", "At the start of the game, hide a treasure in a random module. Provide clues that lead to the treasure. During the course of the game, the user must locate a quantum key that will unlock the treasure." ] } ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 18
  • 19. New ChatGPT Features Code Interpreter Bing Search ChatGPT Plugins ©2023 Lodestone Digital, LLC | Proprietary and Confidential. All Rights Reserved. 19
  • 20. Free 150+ Prompts for Education File: ChatGPT Masterclass: AI Workshops for Your Team: go.joshcavalier.com/prompts go.joshcavalier.com/masterclass go.joshcavalier.com/calendar