This document discusses the differences between raw SQL, Python ORM libraries, and GraphQL implementations for database interactions. It details various Python ORM tools like SQLAlchemy, Django ORM, and others, while also demonstrating their integration with GraphQL using frameworks such as Graphene and Ariadne. Additionally, it provides code examples for connecting to databases and executing queries using raw SQL and ORM methodologies.