The GraphRAG-FI (Filtering & Integration) framework consists of two components: GraphRAG-Filtering, which uses a two-stage filtering mechanism to refine retrieved information, and GraphRAG-Integration, which uses a logits-based selection strategy to balance external knowledge with the large language model's intrinsic reasoning.

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 (2)

• GraphRAG-FI concept
• GraphRAG-Filtering concept