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- Prompt Engineering for Teenagers!
Curriculum
- 6 Sections
- 46 Lessons
- Lifetime
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- Introduction to LLM and Prompt Engineering3
- Principles of Effective Prompting1
- Prompting Techniques18
- 3.0Prompting Techniques
- 3.11. Zero shot Prompting
- 3.22. Few shot Prompting
- 3.33. Chain of Thought Prompting
- 3.44. Self Consistency
- 3.55. Generate Knowledge Prompting
- 3.66. Prompt Chaining
- 3.77. Tree of Thoughts
- 3.88. Retrieval Augmented Generation
- 3.99. Automatic Reasoning and Tool use
- 3.1010. Automatic Prompt Engineer
- 3.1111. Active Prompt
- 3.1212. Directional Stimulus Prompting
- 3.1313. Program Aided Language Models
- 3.1414. ReAct
- 3.1515. Reflexion
- 3.1616. Multimodal CoT
- 3.1717. Graph Prompting
- Basic Applications of ChatGPT19
- 4.1Sentiment Classification
- 4.2MySQL Queries
- 4.3Inventing New Words
- 4.4Reasoning Prompt
- 4.5Excel Prompts
- 4.6Developer Prompts
- 4.7Finance Prompts
- 4.8Marketing Prompts
- 4.9Life Coach
- 4.10English Translator and Improver
- 4.11Travel Guide
- 4.12Debate Coach
- 4.13Career Counselor
- 4.15Midjourney Prompt Generator
- 4.17Dream Interpreter
- 4.18Tic Tac Toe Game
- 4.19Password Generator
- 4.20Essay Writer
- 4.21Startup Idea Generator
- Various models and Toolsrecent language models and tools to successfully apply the latest and most advanced prompting engineering techniques2
- Ethics of AI and implications3
6. Prompt Chaining
Prompt Chaining
Prompt chaining involves linking a series of prompts together, where the output of one prompt becomes the input for the next. This method guides the language model through a sequence of related tasks or questions.
- Example: Prompting a language model with “Translate this English text to Spanish,” and then using the translated output as input for a subsequent prompt like “Now, translate the Spanish text to French.”
15 different types of Prompt Chaining prompts, each for different real-life tasks:
- Customer Support Prompt Chaining:
- Initial prompt: “Hello! How can I assist you today?”
- Follow-up prompt: “Please provide more details about the issue you’re experiencing.”
- Educational Assistance :
- Initial prompt: “What subject do you need help with?”
- Follow-up prompt: “Tell me more about the specific concept or problem you’re struggling with.”
- Content Creation :
- Initial prompt: “What topic would you like to write about?”
- Follow-up prompt: “Can you provide some key points or ideas you want to include in your article?”
- Healthcare Information :
- Initial prompt: “What health-related question do you have?”
- Follow-up prompt: “Could you provide more details about your symptoms or concerns?”
- Travel Planning :
- Initial prompt: “Where are you planning to travel?”
- Follow-up prompt: “What are your preferences for accommodation and activities during your trip?”
- Recipe Recommendations :
- Initial prompt: “What type of cuisine are you interested in?”
- Follow-up prompt: “Do you have any dietary restrictions or ingredients you prefer to include or exclude?”
- Job Search Assistance :
- Initial prompt: “What type of job are you looking for?”
- Follow-up prompt: “Can you provide more information about your skills and qualifications?”
- Creative Writing Inspiration :
- Initial prompt: “What genre or theme would you like to explore?”
- Follow-up prompt: “Tell me about the characters or setting you envision for your story.”
- Language Learning Support :
- Initial prompt: “What language are you learning?”
- Follow-up prompt: “What aspect of the language do you need help with, such as vocabulary, grammar, or pronunciation?”
- Event Planning :
- Initial prompt: “What type of event are you organizing?”
- Follow-up prompt: “Provide details about the date, location, and guest list for your event.”
- Product Recommendations :
- Initial prompt: “What type of product are you looking for?”
- Follow-up prompt: “Can you specify your preferences, such as brand, features, or budget?”
- Fitness Goal Setting :
- Initial prompt: “What are your fitness goals?”
- Follow-up prompt: “Tell me about your current exercise routine and any challenges you’re facing.”
- Legal Advice:
- Initial prompt: “What legal issue do you need assistance with?”
- Follow-up prompt: “Provide more details about your situation and any relevant documents or information.”
- Financial Planning :
- Initial prompt: “What are your financial goals?”
- Follow-up prompt: “Can you share details about your income, expenses, and savings?”
- Home Improvement Project Planning :
- Initial prompt: “What area of your home do you want to improve?”
- Follow-up prompt: “Describe your vision for the project and any specific requirements or preferences.”