Prompt Engineering Contd
Chain of Thought
- This kind of prompts enable reasoning and keyword
step by step - Example
Each pen costs 10 rs and pencil costs 5 rs
Tell me what would be price of 17 pens and 20 pencils with 10% discount step by step
Multiple Answers
- When we are evaluating plans
- Example
you are a coach
I'm preparing for interviews. Most of my time is lost in watching reels and procrastination
Give me three possible solutions to increase productivity so that i can be effective with interviews
Ensure each solution has a heading, description which does not exceeed 100 words and major steps as bullet points
Anatomy of a Good Prompt
- Role
- Task
- Audience
- Examples
- Constraints
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Output Format
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Lets create a Exercise routine
You are expert fitness coach
Create me an exercise routine to look like MMA wrestler in 6 months
I'm a lazy person with 120 kgs of weight
I eat two biryanis every day
Give me a detailed plan and weekly chart in tabular format
- Lets create a Travel plan for 7 days in north india
You are an expert travel advisor
I want to have a 7 days of travel for stress relief and i stay in hyderabad
My budget is 20000 and i want to experience quiter places with luxury kind of stay at minimum budgets and want to visit north east india.
Give me a solid travel plan
Context Engineering
- LLMS are stateless, you ask question they generate response
- Applications like ChatGPT, Implement Memory.
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Memory is of two types
- Short Term: Generally refers to the conversations happening in current session.
- Long Term
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Context is additional information which we pass to LLM
