This repository provides a starting point for building extraction applications that use large language models to pull structured data from unstructured text and files. It wraps LangChain’s extraction capabilities in a FastAPI REST API with PostgreSQL storage, following the official LangChain extraction use-case documentation. The project is maintained by the LangChain organization and serves as a reference architecture rather than a production library.