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
- 2. Danrui Qi
- 3. Caigao Jiang
- 4. Fangyin Cheng
- 5. Keting Chen
- 6. Zhiping Zhang
- 7. Hongyang Zhang
- 8. Ganglin Wei
- 9. Wang Zhao
- 10. Fan Zhou
- 11. Hong Yi
- 12. Shaodong Liu
- 13. Hongjun Yang
- 14. Faqiang Chen
Incoming Citations (Sorted by Pagerank)
Showing 1 of 1 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 10,221 | NL2SQLBench: A Modular Benchmarking Framework for LLM-Enabled NL2SQL Solutions | 2026 | VLDB | 4.1945683e-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 | Pagerank |
|---|---|---|---|---|
| 13,098 | Demonstrating CatDB: LLM-based Generation of Data-centric ML Pipelines | 2025 | SIGMOD | - |
| 13,146 | Turning Databases Into Generative AI Machines | 2024 | CIDR | - |
| 10,456 | SwellDB: Dynamic Query-Driven Table Generation with Large Language Models | 2025 | SIGMOD | 4.1945683e-05 |
| 4,238 | Panda: Performance Debugging for Databases using LLM Agents | 2024 | CIDR | 6.331901e-05 |
| 7,020 | LLM for Data Management | 2024 | VLDB | 4.8595728e-05 |
| 9,277 | DBG-PT: A Large Language Model Assisted Query Performance Regression Debugger | 2024 | VLDB | 4.3640804e-05 |
| 1,956 | D-Bot: Database Diagnosis System using Large Language Models | 2024 | VLDB | 9.960627e-05 |
| 10,432 | D-Bot: An LLM-Powered DBA Copilot | 2025 | SIGMOD | 4.1945683e-05 |
| 3,995 | How Large Language Models Will Disrupt Data Management | 2023 | VLDB | 6.5513237e-05 |
| 6,737 | Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4 | 2023 | VLDB | 4.9457488e-05 |