FastAPI: A high-performance web framework for building APIs with Python. SQLAlchemy: An ORM tool. Following SQLAlchemy's version 2 approach for defining models; Alembic: Manages database migrations.

This project integrates Langchain with FastAPI in an Asynchronous, Scalable manner, providing a framework for document indexing and retrieval, using PostgreSQL/pgvector. Files are organized into ...