Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
Summary: DB-GPT: a product-ready Python library embedding LLMs into data interaction, from Text-to-SQL to generative analytics via a Multi-Agent framework and Agentic Workflow Expression Language (AWEL). SMMF enables private-LLM support and secure local/distributed/cloud deployment; code on GitHub. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
Authors
- 1. Siqiao Xue (Ant Financial)
- 2. Danrui Qi (Simon Fraser University)
- 3. Caigao Jiang (Hong Kong University of Science and Technology)
- 4. Fangyin Cheng (JD Group)
- 5. Keting Chen (Ant Financial)
- 6. Zhiping Zhang (Alibaba)
- 7. Hongyang Zhang (Southwestern University of Finance and Economics)
- 8. Ganglin Wei (Ant Financial)
- 9. Wang Zhao (Renmin University of China)
- 10. Fan Zhou (Ant Financial)
- 11. Hong Yi (VMware)
- 12. Shaodong Liu (Meituan)
- 13. Hongjun Yang (Ant Financial)
- 14. Faqiang Chen (Ant Financial)
BibTeX Citation
@article{xue_vldb24,
title = {{Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models}},
author = {Xue, Siqiao and Qi, Danrui and Jiang, Caigao and Cheng, Fangyin and Chen, Keting and Zhang, Zhiping and Zhang, Hongyang and Wei, Ganglin and Zhao, Wang and Zhou, Fan and Yi, Hong and Liu, Shaodong and Yang, Hongjun and Chen, Faqiang},
journal = {PVLDB},
series = {{VLDB} '24},
volume = {17},
number = {12},
pages = {4365--4368},
doi = {10.14778/3685800.3685876},
url = {https://doi.org/10.14778/3685800.3685876},
year = {2024}
}
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,510 | NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions | 2026 | VLDB | 5.093636e-05 |
Previous
Page 1 / 1
Next
Outgoing Citations (Sorted by Pagerank)
Showing 0 of 0 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|
Previous
Page 1 / 1
Next
Semantically Similar Papers
| # | Overall Rank | Paper | Year | Venue |
|---|---|---|---|---|
| 1 | 13,303 | Demonstrating CatDB: LLM-based Generation of Data-centric ML Pipelines | 2025 | SIGMOD |
| 2 | 13,351 | Turning Databases Into Generative AI Machines | 2024 | CIDR |
| 3 | 10,737 | SwellDB: Dynamic Query-Driven Table Generation with Large Language Models | 2025 | SIGMOD |
| 4 | 3,757 | Panda: Performance Debugging for Databases using LLM Agents | 2024 | CIDR |
| 5 | 6,101 | LLM for Data Management | 2024 | VLDB |
| 6 | 9,351 | DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger | 2024 | VLDB |
| 7 | 1,920 | D-Bot: Database Diagnosis System using Large Language Models | 2024 | VLDB |
| 8 | 10,713 | D-Bot: An LLM-Powered DBA Copilot | 2025 | SIGMOD |
| 9 | 3,536 | How Large Language Models Will Disrupt Data Management | 2023 | VLDB |
| 10 | 6,378 | Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4 | 2023 | VLDB |