+1 zhigang wang <[email protected]> 于2026年3月31日周二 14:33写道：
> Hi Kyuubi community, > > I'd like to propose a new engine type: Data Agent Engine, which enables > users to perform data analysis through natural language. > > What it does: Users connect via JDBC/REST, ask questions in plain language, > and an AI agent (ReAct loop) autonomously explores schemas, generates SQL, > executes queries, verifies results, and self-corrects — without user > intervention. > > Key architecture decision: The agent's SQL tool uses Kyuubi's JDBC driver > to connect back to Kyuubi Server, following the same pattern as the > existing JDBC Engine. This ensures all queries go through the Server > gateway, preserving AuthZ (Ranger), audit logging, multi-tenancy, and > resource isolation. > > Client → Kyuubi Server → Data Agent Engine > │ (sql_query tool) > JDBC Driver (user creds) > │ > Kyuubi Server → Spark/Trino/Hive > > Implementation: Java + LangChain4j on the JVM, consistent with all > existing Kyuubi engines. > > Full proposal: https://github.com/apache/kyuubi/discussions/7373 > > Looking forward to your feedback! > > Best, > Zhigang >
