docetl

What problem does it solve?

DocETL provides a framework to design, orchestrate, and execute end-to-end pipelines that leverage large language models to process documents, extract information, and transform data for downstream use.

Core Features & Use Cases

• End-to-end pipeline authoring for data collection, extraction, transformation, and execution
• Interactive UI playground for iterative prompt engineering and pipeline development plus a Python package for production use
• Use cases include extracting structured data from unstructured documents, validating results, and optimizing prompts and schemas

Quick Start

Use the docetl skill to design and run a minimal pipeline that ingests a sample JSON file and prints a short summary of the results.