databonsai 0.1.0

A package for cleaning and curating data with LLMs

databonsai

clean & curate your data with LLMs.

databonsai is a Python library that leverages Large Language Models (LLMs) to perform data cleaning, transformation, and categorization tasks. It provides a set of tools and utilities to simplify the process of working with LLMs and integrating them into your data pipelines.

Features

• Categorization of data into predefined categories using LLMs
• Transformation of data based on custom prompts and schemas
• Decomposition of data into structured formats using LLMs
• Retry logic with exponential backoff for handling rate limits and transient errors
• Pydantic-based validation and configuration management

Installation

You can install databonsai using pip:

pip install databonsai

Usage