Extracting Structured Data with LangExtract: A Deep Dive into LLM-Orchestrated Workflows

The article introduces LangExtract, a framework designed to facilitate modular workflows for extracting structured intelligence from unstructured data using large language models (LLMs). By orchestrating LLMs within flexible, composable components, LangExtract enables scalable and efficient processing of complex data tasks, advancing the capabilities of automated data extraction and analysis.