GraphContainer: A Unified Platform for Comparing and Debugging Graph RAG Methods

Summary: GraphContainer unifies heterogeneous Graph RAG implementations via a Unified Graph Representation layer. Its Graph Recorder provides step-level retrieval tracing and visualization, enabling controlled comparison and interactive debugging of graph formats and retrieval strategies. (summarized by gpt-5.6-luna on Aug 28 2026)

Paper ID: hb82d8d23da1c7ddb
Venue: VLDB
Year: 2026
Pagerank: 4.9793485e-05
Overall Rank: 10,963 | 26.30%
DOI: 10.14778/3827998.3828063

Incoming Non-self Citations Over Time

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Authors

1. Seonho An (Korea Advanced Institute of Science and Technology)
2. Chaejeong Hyun (Korea Advanced Institute of Science and Technology)
3. Min-Soo Kim (Korea Advanced Institute of Science and Technology)

BibTeX Citation

@article{an_vldb26,
        title = {{GraphContainer: A Unified Platform for Comparing and Debugging Graph RAG Methods}},
        author = {An, Seonho and Hyun, Chaejeong and Kim, Min-Soo},
        journal = {PVLDB},
        series = {{VLDB} '26},
        volume = {19},
        number = {12},
        pages = {4550--4553},
        doi = {10.14778/3827998.3828063},
        url = {https://doi.org/10.14778/3827998.3828063},
        year = {2026}
}

Incoming Citations (Sorted by Pagerank)

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Rank	Citing Paper	Year	Venue	Pagerank

Outgoing Citations (Sorted by Pagerank)

Showing 2 of 2 cited papers.

Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.

Rank	Cited Paper	Year	Venue	Pagerank
3,466	In-depth Analysis of Graph-based RAG in a Unified Framework	2025	VLDB	7.2783993e-05
4,012	LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration	2025	VLDB	6.8550917e-05

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