Josh Cavalier - ChatGPT Prompt Strategies.pdf
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![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]](https://image.slidesharecdn.com/2joshcavalier-chatgptpromptstrategies-230719185324-0cd989bf/75/josh-cavalier-chatgpt-prompt-strategiespdf-7-2048.jpg?cb=1690030980)
![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](https://image.slidesharecdn.com/2joshcavalier-chatgptpromptstrategies-230719185324-0cd989bf/75/josh-cavalier-chatgpt-prompt-strategiespdf-8-2048.jpg?cb=1690030980)
![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](https://image.slidesharecdn.com/2joshcavalier-chatgptpromptstrategies-230719185324-0cd989bf/75/josh-cavalier-chatgpt-prompt-strategiespdf-18-2048.jpg?cb=1690030980)
Josh Cavalier - ChatGPT Prompt Strategies.pdf
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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