Show HN: Data Bonsai: a Python package to clean your data with LLMs https://ift.tt/NV7hFkW

Show HN: Data Bonsai: a Python package to clean your data with LLMs I've been doing some data cleaning for my fine tuning projects using LLMs, and decided to just build a package for it as a side project. Check it out here: https://ift.tt/V3Cm0Y7 Some features: - categorization (labelling), transformation and decomposition (text into structured format) - validates llm outputs - batch mode batches up the inputs/outputs so you don't send the prompt (schema, fewshot examples) for every row of data, saving a significant amount of tokens There are some similarities to the Instructor repo, but this is simpler and made for datasets. Would love any feedback/suggestions (and a star if you like it!) https://ift.tt/V3Cm0Y7 April 28, 2024 at 01:59AM