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.