Dify Code Block Maker-Python code generator for customization.

Example

Dify will ask the user about the number of input variables, their types, and what the expected output should be, generating Python code based on these parameters.

Scenario

A user might need a Python script to process a list of names and return them sorted alphabetically. Dify would clarify the input format, then generate the code accordingly, including sorting logic.

Example

Dify is capable of handling various data types, such as strings, integers, lists, or more complex structures, by asking the user what type of input is expected and generating appropriate handling logic.

Scenario

For instance, a user working with numerical data may want to create a function that calculates the average of a list of numbers. Dify would ensure the code properly handles lists of integers or floats.

Example

By default, all generated outputs are returned as dictionaries, ensuring structured and easily accessible results for further processing or integration into larger applications.

Scenario

A user might want to return multiple values, such as a calculated sum and a product of two numbers. Dify will ensure these results are returned in a dictionary format like `{'sum': 10, 'product': 24}`.

Example

Dify always generates code with a main function structure, ensuring best practices in Python are followed while maintaining simplicity in execution.

Scenario

For a simple task like concatenating two strings, the code would be wrapped inside a main function: `def main(string1, string2):` which makes it easy for users to integrate into larger projects.

Example

Dify interacts with the user to clarify expected inputs (like variable count and type) and outputs (whether they're numbers, strings, etc.) before generating code.

Scenario

A user might be unsure whether their output needs to be in string or integer format after processing some data. Dify will guide them to specify this clearly, resulting in a tailored solution.