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CrackSQL: A Hybrid SQL Dialect Translation System Powered by Large Language Models

  • CrackSQL is a hybrid SQL dialect translation system designed to enable seamless interaction across different database systems.
  • It combines rule-based and large language model (LLM)-based methods to improve translation accuracy and overcome challenges such as syntactic discrepancies and semantic variations.
  • CrackSQL leverages LLMs to minimize manual intervention and introduces a cross-dialect syntax embedding model for precise syntax alignment.
  • It offers multiple deployment and access options, including a web console interface, a PyPI package, and a command-line prompt.

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