I completely agree that the README could do a better job explaining the implementation details and our reasoning behind key design choices. For instance, we should elaborate on why we believe using PageRank offers a more effective exploration strategy compared to other GraphRAG approaches.

FastGraphRAG is entirely free to use, even for commercial applications, and we’re happy to make it accessible to everyone. The managed service is how we sustain our business.