bfg-llmutil 0.4.1

A set of utility functions to handle LLM structural output

llmutil

This library provides tools to generate structured output from the OpenAI API.

What is Structured Output?

Structured Output is the recommended method for getting formatted responses. It guarantees that outputs follow your defined schema, making it more reliable than previous methods like JSON mode, function calls, or tool use.

How to Use

To use Structured Output, you need to define a schema. This library makes it easy with simple functions:

sysmsg = "You are a helpful assistant that can answer questions and help with tasks."

result = gen(
    sysmsg,
    "What is the capital of Japan?",
    gen_schema(
        answer=gen_str("Name of the capital"),
    ),
)
# {'answer': 'Tokyo'}