In GraphRAG-Filtering, the final set of filtered paths is determined by the formula P_final = {p ∈ P_coarse | s(p) ≥ τ_LLM}, where P_coarse is the set of paths passing coarse filtering, s(p) is the LLM evaluation score, and τ_LLM is a threshold determined by the LLM itself.

Authors

• Person: Not available Organization: arXiv
  Empowering GraphRAG with Knowledge Filtering and Integration

Sources

• Empowering GraphRAG with Knowledge Filtering and Integration arxiv.org arXiv via serper

Referenced by nodes (1)

• GraphRAG-Filtering concept