Clair¶
Overview¶
Clair is a specialized task processor that takes a student's solution and provides corrections along with detailed reasoning. It's designed to act as an automated solution checker and feedback provider.
Inputs¶
| Field | Type | Description |
|---|---|---|
| task | str | The original task or question |
| student_solution | str | The student's submitted solution to be evaluated |
Outputs¶
| Field | Type | Description |
|---|---|---|
| reasoning | str | Teacher's explanation for the corrections |
| corrected_student_solution | str | The corrected version of the student's solution |
| task | str | Original task (echoed from input) |
| student_solution | str | Original student solution (echoed from input) |
| model | str | The AI model used for generation |
Usage¶
CLAIR instance can be used in data generation as follows:
from dria.factory import Clair
my_dataset = DriaDataset(
name="clair",
description="A dataset for clair",
schema=Clair.OutputSchema,
)
generator = DatasetGenerator(dataset=my_dataset)
Expected output¶
{
"reasoning":"## Understanding Factorials\n\nFactorial (represented by the symbol \"!\") means multiplying a number by all the whole numbers less than it down to 1. For example, 5! = 5 * 4 * 3 * 2 * 1 = 120.\n\n****: The provided code has a small syntax error. In Python, colons (`:`) are used to indicate the start of a block of code, not as part of the return statement itself.\n\n\n **",
"corrected_student_solution":"**:\n\n```python\ndef factorial(n):\n if n == 0:\n return 1\n else:\n return n * factorial(n-1) \n```\n\n\n\nLet me break down how this corrected code works:\n\n1. **Base Case:** The `if n == 0:` statement checks if the input number is 0. If it is, the function returns 1 because 0! is defined as 1.\n\n2. **Recursive Step:** If `n` is not 0, the `else` block executes. It calculates the factorial by multiplying `n` with the factorial of `",
"task":"Write a function to calculate the factorial of a number.",
"student_solution":"def factorial(n):\n if n == 0:\n return 1\n else:\n return n * factorial(n-1)",
"model":"gemma2:9b-instruct-fp16"
}