📜 DocETL: A System for Complex Document Processing

DocETL is a tool for creating and executing LLM-powered data processing pipelines. It offers a low-code, declarative YAML interface to define complex data operations on complex data.

DocETL is the ideal choice when you're looking to maximize correctness and output quality for complex tasks over a collection of documents or unstructured datasets. You should consider using DocETL if:

DocETL was created by members of the EPIC Data Lab and Data Systems and Foundations group at UC Berkeley. The EPIC (Effective Programming, Interaction, and Computation with Data) Lab focuses on developing low-code and no-code interfaces for data work, powered by next-generation predictive programming techniques. DocETL is one of the projects that emerged from our research efforts to streamline complex document processing tasks.

For more information about the labs and other projects, visit the EPIC Lab webpage and the Data Systems and Foundations webpage.

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