Superduper provides a Python framework for building AI applications and agents that integrate directly with databases. It supports LLM serving, RAG pipelines, semantic search, and vector search operations. The framework allows developers to work with familiar tools like PyTorch and transformers while managing AI workloads as part of a unified database-backed system.