generative_stubs

Generative Stubs Examples

Examples demonstrating the @generative decorator for creating type-safe, composable LLM functions.

Examples

File	Description
generative_stubs.py	Basic sentiment classification and text summarization with @generative functions and Literal return types.
generate_with_context.py	Generative stubs with dynamic context and role modification.
generative_gsm8k.py	Stepwise chain-of-thought mathematical reasoning on GSM8K problems using structured Pydantic models.
generative_stubs_with_requirements.py	Enforcing preconditions and postcondition requirements on generative stub executions.
investment_advice.py	Multi-step financial advice workflow with semantic preconditions and compliance checks.
inter_module_composition/	Modular generative pipeline composing summarization and decision-making modules.