MBAI-gdb is the graph database backend for the Money Ball AI project.
MBAI-GDB is an advanced graph ingestion engine that transforms raw, tabular NBA play-by-play data into a high-fidelity Heterogeneous Temporal Graph stored in Neo4j.
Traditional sports analytics often rely on aggregated box scores (e.g., relational tables). MBAI-GDB breaks this paradigm by modeling basketball as a complex network of interactions. It parses thousands of events per game — shots, assists, fouls, and substitutions — into distinct nodes, linking them temporally via NEXT relationships.
Please, take a look at the documentation.