Thanks for the +1! I've started prototyping and will open an umbrella issue + PRs soon. Looking forward to feedback from the community.
Kent Yao <[email protected]> 于2026年3月31日周二 18:58写道： > +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 > > >
