Update README: passage_entity naming, no external refs
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README.md
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# QAFD-RAG
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Official code for ICLR 2026 paper: **[Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees](https://openreview.net/forum?id=n28wnc2QTc)**
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│ ├── retrievers/
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│ │ ├── flow_diffusion.py # QAFD on NetworkX (entity graph)
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│ │ └── base.py # Retriever interface
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│ ├──
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│ │ ├── kg_builder.py # OpenIE → igraph (entities + passages + facts)
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│ │ ├── graph_adapter.py # QAFD on igraph (passage-entity graph)
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│ │ ├── retriever.py # Fact reranking → seed selection → QAFD
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---
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license: mit
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tags:
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- knowledge-graph
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- rag
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- flow-diffusion
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- graph-rag
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- iclr2026
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language:
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- en
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---
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# QAFD-RAG
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Official code for ICLR 2026 paper: **[Query-Aware Flow Diffusion for Graph-Based RAG with Retrieval Guarantees](https://openreview.net/forum?id=n28wnc2QTc)**
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│ ├── retrievers/
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│ │ ├── flow_diffusion.py # QAFD on NetworkX (entity graph)
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│ │ └── base.py # Retriever interface
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│ ├── hipporag_pipeline/ # Passage-entity graph pipeline
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│ │ ├── kg_builder.py # OpenIE → igraph (entities + passages + facts)
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│ │ ├── graph_adapter.py # QAFD on igraph (passage-entity graph)
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│ │ ├── retriever.py # Fact reranking → seed selection → QAFD
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