Personalized Pagerank Python Packages

torch-ppr

(Personalized) Page-Rank computation using PyTorch

hubmesh

Centrality-aware GraphRAG retrieval planner — drop-in layer over any vector DB. Zero LLM in the query path; MCP server included.