If you are building RAG applications that require:
Recent versions (such as ) have introduced several technical improvements to make the system more robust: team r2r network block
Filtering by metadata adds computational overhead to every search. Graph traversal, especially when cached, is incredibly cheap. As your dataset grows to millions of vectors, the Network Block ensures that retrieval latency remains stable because the "search space" is strictly contained by the user's permissions. If you are building RAG applications that require:
If you are building RAG applications that require:
Recent versions (such as ) have introduced several technical improvements to make the system more robust:
Filtering by metadata adds computational overhead to every search. Graph traversal, especially when cached, is incredibly cheap. As your dataset grows to millions of vectors, the Network Block ensures that retrieval latency remains stable because the "search space" is strictly contained by the user's permissions.