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CodexDB: Generating Code for Processing SQL Queries using GPT-3 Codex. (arXiv:2204.08941v1 [cs.DB])
April 20, 2022, 1:12 a.m. | Immanuel Trummer
cs.LG updates on arXiv.org arxiv.org
CodexDB is an SQL processing engine whose internals can be customized via
natural language instructions. CodexDB is based on OpenAI's GPT-3 Codex model
which translates text into code. It is a framework on top of GPT-3 Codex that
decomposes complex SQL queries into a series of simple processing steps,
described in natural language. Processing steps are enriched with user-provided
instructions and descriptions of database properties. Codex translates the
resulting text into query processing code. An early prototype of CodexDB is …
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