Cell Magic

%%ai [provider:model] [-f format]
Your prompt here

%%ai
What is the difference between a list and a tuple in Python?

%%ai openai:gpt-4o
Explain recursion with a simple example

%%ai anthropic:claude-3-5-sonnet-latest
Write a function to reverse a linked list

%%ai claude
Create a class for managing a shopping cart

%%ai gpt4o
Explain the GIL in Python

%%ai claude -f code
Write a binary search implementation

%%ai claude -f markdown
Explain the MVC pattern with diagrams

%%ai claude -f text
Give me a one-line summary of machine learning

%%ai claude -f html
Create a simple styled button

%%ai claude -f math
Show the formula for standard deviation

%%ai claude -f json
Return a JSON object representing a user profile

%%ai openai:dall-e-3 -f image
A serene mountain landscape at sunset

code = """
def fibonacci(n):
    if n <= 1:
        return n
    return fibonacci(n-1) + fibonacci(n-2)
"""

%%ai claude
Explain this code and suggest optimizations:
{code}

%%ai claude
Explain what cell 5 does: {In[5]}

%%ai claude
What does this output mean: {Out[3]}

%%ai claude
Fix this error: {Err[7]}

%%ai claude -f code
Create a Python class that:
1. Manages a list of tasks
2. Supports adding and removing tasks
3. Can mark tasks as complete
4. Has a method to list all incomplete tasks

%%ai claude
What does this regex do: ^[a-zA-Z0-9_.+-]+@[a-zA-Z0-9-]+\.[a-zA-Z0-9-.]+$

%%ai claude -f code
Write a decorator that logs function execution time

%%ai claude -f markdown
Document this function with docstring and usage examples:
{In[10]}

%%ai claude
I'm getting this error: {Err[5]}
The code that caused it: {In[5]}
How do I fix it?

%%ai claude -f code
Convert this JavaScript to Python:

function quickSort(arr) {
    if (arr.length <= 1) return arr;
    const pivot = arr[0];
    const left = arr.slice(1).filter(x => x < pivot);
    const right = arr.slice(1).filter(x => x >= pivot);
    return [...quickSort(left), pivot, ...quickSort(right)];
}