Demonstrating GPT-DB: Generating Query-Specific and Customizable Code for SQL Processing with GPT-4
Summary: GPT-DB generates query-specific, customizable code (e.g., Python) for executing SQL by prompting GPT‑4 with schema descriptions and NL logical plans to produce library‑specific or non‑standard implementations. It verifies/regenerates outputs against a reference DB and supports user curation of code samples to improve future accuracy. (summarized by gpt-5-mini on Feb 09 2026)
Incoming Non-self Citations Over Time
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Incoming Citations (Sorted by Pagerank)
Showing 5 of 5 citing papers.
| Rank | Citing Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 3,114 | GPTuner: A Manual-Reading Database Tuning System via GPT-Guided Bayesian Optimization | 2024 | VLDB | 7.5451724e-05 |
| 8,186 | E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model | 2025 | VLDB | 4.5651684e-05 |
| 8,488 | Can Large Language Models Be Query Optimizer for Relational Databases? | 2026 | SIGMOD | 4.4998609e-05 |
| 10,112 | SEFRQO: A Self-Evolving Fine-Tuned RAG-Based Query Optimizer | 2026 | SIGMOD | 4.1945683e-05 |
| 11,068 | Chameleon: Foundation Models for Fairness-aware Multi-modal Data Augmentation to Enhance Coverage of Minorities | 2024 | VLDB | 4.1945683e-05 |
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Outgoing Citations (Sorted by Pagerank)
Showing 6 of 6 cited papers.
Citations counted here include only citations to other VLDB/SIGMOD/CIDR/PODS papers in this database.
| Rank | Cited Paper | Year | Venue | Pagerank |
|---|---|---|---|---|
| 567 | NaLIR: An Interactive Natural Language Interface for Querying Relational Databases | 2014 | SIGMOD | 0.00019966681 |
| 1,407 | DB-BERT: A Database Tuning Tool that "Reads the Manual" | 2022 | SIGMOD | 0.00012146739 |
| 1,643 | CodexDB: Synthesizing Code for Query Processing from Natural Language Instructions using GPT-3 Codex | 2022 | VLDB | 0.0001104256 |
| 2,349 | RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation | 2021 | VLDB | 8.9876423e-05 |
| 3,942 | Ember: No-Code Context Enrichment via Similarity-Based Keyless Joins | 2022 | VLDB | 6.6114622e-05 |
| 4,934 | From BERT to GPT-3 Codex: Harnessing the Potential of Very Large Language Models for Data Management | 2022 | VLDB | 5.8198826e-05 |
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