QueryCraft: A Natural Language-Driven NoSQL Database Querying System Powered by Large Language Models
Summary: Interactive MongoDB interface translating natural-language questions into inspectable aggregation pipelines, with schema browsing, results, history, and execution feedback. Pluggable Text-to-NoSQL generation combines schema grounding, guarded decoding, repair, and consistency checks while exposing failures and metadata. (summarized by gpt-5.6-luna on Aug 28 2026)
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Authors
- 1. Jinwei Lu (Hong Kong Polytechnic University)
- 2. Zhiqian Qin (Hong Kong Polytechnic University)
- 3. Chen Zhang (Hong Kong Polytechnic University)
- 4. Haodi Zhang (Shenzhen University)
- 5. Yuanfeng Song (WeBank)
- 6. Raymond Chi-Wing Wong (Hong Kong University of Science and Technology)
BibTeX Citation
@article{lu_vldb26,
title = {{QueryCraft: A Natural Language-Driven NoSQL Database Querying System Powered by Large Language Models}},
author = {Lu, Jinwei and Qin, Zhiqian and Zhang, Chen and Zhang, Haodi and Song, Yuanfeng and Wong, Raymond Chi-Wing},
journal = {PVLDB},
series = {{VLDB} '26},
volume = {19},
number = {12},
pages = {4754--4757},
doi = {10.14778/3827998.3828114},
url = {https://doi.org/10.14778/3827998.3828114},
year = {2026}
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Outgoing Citations (Sorted by Pagerank)
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Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,661 | MultiVis-Agent: A Multi-Agent Framework with Logic Rules for Reliable and Comprehensive Cross-Modal Data Visualization | 2026 | SIGMOD | 4.9793485e-05 |
| 11,852 | VoiceQuerySystem: A Voice-driven Database Querying System Using Natural Language Questions | 2022 | SIGMOD | 4.9793485e-05 |
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