2. Few shot Prompting

Few shot Prompting

Few shot prompting involves providing a language model with a small number of examples or demonstrations related to a task before asking it to perform that task. This helps the model generalize and understand the desired behavior.

• Example: Training a language model to summarize text by providing a few examples like “Summarize: ‘A cat chased a mouse, and the mouse escaped.'”

15 different types of 2. Few shot Prompting examples for various real-life tasks:

1. Translation Assistance:
   • “Translate the following English sentence to Spanish: ‘Hello, how are you?'” {example question}
   • “Translate the following French phrase to English: ‘Je t’aime.'”{actual question}
2. Summarization Support:
   • “Summarize the following paragraph into three sentences: ‘The benefits of exercise include improved physical health, mental well-being, and longevity.'”
   • “Provide a summary of the plot of the novel ‘To Kill a Mockingbird.'”
3. Coding Help:
   • “Write a Python function that takes a list of numbers as input and returns the sum of all even numbers.”
   • “Create a JavaScript snippet to sort an array in ascending order.”
4. Recipe Generation:
   • “Generate a recipe for spaghetti carbonara.”
   • “Create a recipe for chocolate chip cookies.”
5. Poetry Composition:
   • “Write a short poem about nature using the following words: tree, breeze, and sunlight.”
   • “Compose a haiku about the ocean.”
6. Story Writing:
   • “Craft a short story set in a haunted house.”
   • “Write a children’s story featuring a talking animal as the main character.”
7. Product Description Generation:
   • “Write a product description for a new smartphone model.”
   • “Create a product listing for a handmade ceramic mug.”
8. Email Drafting:
   • “Compose an email to a friend inviting them to a birthday party.”
   • “Write a professional email requesting information about a job opening.”
9. Resume Building:
   • “Generate a resume for a software engineer with three years of experience.”
   • “Create a CV for a graphic designer highlighting their skills and achievements.”
10. Essay Writing:
    • “Write an essay discussing the impact of social media on teenagers.”
    • “Compose an argumentative essay on the topic of climate change.”
11. Speech Writing:
    • “Draft a speech for a school assembly on the importance of environmental conservation.”
    • “Write a graduation speech addressing the challenges and opportunities ahead.”
12. Creative Writing Prompts:
    • “Generate three creative writing prompts related to time travel.”
    • “Provide ideas for short story writing based on the theme of dreams.”
13. Problem-Solving Scenarios:
    • “Present a scenario where a character is lost in the wilderness and needs to find their way back home.”
    • “Describe a situation where a team must work together to solve a complex puzzle.”
14. Journal Entry Ideas:
    • “Suggest topics for journal entries related to self-reflection and personal growth.”
    • “Provide prompts for daily journaling about gratitude and mindfulness.”
15. Language Learning Exercises:
    • “Create exercises to practice verb conjugation in Spanish for the present tense.”
    • “Design language learning prompts for practicing vocabulary related to food and cooking.”