1.5 KiB
1.5 KiB
description
| description |
|---|
| Re2 (Re-Reading) is a technique that asks the model to read the question again. |
How can we enhance a model's understanding of a query?
Re2 (Re - R eading) is a technique that asks the model to read the question again.
!!! example "Re-Reading Prompting" Prompt Template: Read the question again: <query> <critical thinking prompt>1
A common critical thinking prompt is: "Let's think step by step."
Implementation
import instructor
from pydantic import BaseModel
client = instructor.from_provider("openai/gpt-5-nano")
class Response(BaseModel):
answer: int
def re2(query, thinking_prompt):
return client.create(
model="gpt-4o",
response_model=Response,
messages=[
{
"role": "system",
"content": f"Read the question again: {query} {thinking_prompt}",
},
],
)
if __name__ == "__main__":
query = """Roger has 5 tennis balls.
He buys 2 more cans of tennis balls.
Each can has 3 tennis balls.
How many tennis balls does he have now?
"""
thinking_prompt = "Let's think step by step."
response = re2(query=query, thinking_prompt=thinking_prompt)
print(response.answer)
#> 11