Few-Shot Prompting

Classify each customer review as Positive, Negative, or Neutral.

Example 1:
Review: "The shipping was fast and the product exceeded my expectations."
Label: Positive

Example 2:
Review: "Broke after two days. Complete waste of money."
Label: Negative

Example 3:
Review: "It works fine. Nothing special but does the job."
Label: Neutral

Now classify this review:
Review: "{{review_text}}"
Label:

Convert the following product descriptions into structured JSON. Follow this exact format:

Example 1:
Input: "Red cotton t-shirt, size medium, $24.99, currently in stock"
Output: {"name": "Red cotton t-shirt", "material": "cotton", "size": "M", "price": 24.99, "in_stock": true}

Example 2:
Input: "Blue denim jacket, size large, $89.00, sold out"
Output: {"name": "Blue denim jacket", "material": "denim", "size": "L", "price": 89.00, "in_stock": false}

Now convert:
Input: "{{product_description}}"
Output:

Rewrite the following messages to match our brand voice: friendly, concise, and slightly playful. Never use corporate jargon.

Example 1:
Original: "Your request has been received and is currently being processed by our team."
Rewritten: "Got it! We're on it and will have an update for you soon."

Example 2:
Original: "We regret to inform you that the item you requested is temporarily unavailable."
Rewritten: "Ah, bummer — that item's out of stock right now. We'll let you know the second it's back!"

Example 3:
Original: "Please do not hesitate to contact our support department for further assistance."
Rewritten: "Need help? Just ping us — we're here for you."

Now rewrite:
Original: "{{original_message}}"
Rewritten:

Extract the key details from each email and return them in a consistent format.

Example 1:
Email: "Hi, I'd like to book a meeting room for 6 people on March 15th from 2-4pm. We need a projector. Thanks, Sarah"
Extracted:
- Requester: Sarah
- Date: March 15
- Time: 2:00 PM - 4:00 PM
- Attendees: 6
- Requirements: Projector

Example 2:
Email: "Can you reserve the large conference room next Tuesday morning for our quarterly review? About 12 people. Video conferencing setup needed. - Mike"
Extracted:
- Requester: Mike
- Date: Next Tuesday
- Time: Morning
- Attendees: 12
- Requirements: Video conferencing

Now extract from this email:
Email: "{{email_text}}"
Extracted:

Generate a {{language}} function based on the description. Follow the style and conventions shown in the examples.

Example 1:
Description: Check if a string is a palindrome
Function:
function isPalindrome(str: string): boolean {
  const cleaned = str.toLowerCase().replace(/[^a-z0-9]/g, '');
  return cleaned === cleaned.split('').reverse().join('');
}

Example 2:
Description: Calculate the factorial of a number
Function:
function factorial(n: number): number {
  if (n < 0) throw new Error('Negative numbers not supported');
  if (n <= 1) return 1;
  return n * factorial(n - 1);
}

Now generate:
Description: {{function_description}}
Function:

Rewrite the following paragraph in the style of {{target_style}}. Study these examples first:

Example 1 — Original:
"The company released a new product today. It has several improvements over the previous version."
Rewritten in Ernest Hemingway's style:
"The product was new. It was better than the old one. That was enough."

Example 2 — Original:
"The market experienced significant volatility due to uncertainty around interest rate decisions."
Rewritten in Ernest Hemingway's style:
"The market moved. No one knew about the rates. The traders watched and waited."

Now rewrite this:
Original: "{{original_text}}"
Rewritten in {{target_style}}: