GitHub user geserdugarov added a comment to the discussion: [DISCUSS] New Agentic lakehouse module & built-in AI agent gateway
Great proposal to move towards Agentic Lakehouse. It should be done, but I want to share my thought, that it would not be enough. I believe that the real breakthrough could provide "hudi-ai-gateway" as a harness. It should be an agent loop, that will discover the data interactively, and be able to provide everything that will be requested by an LLM during a session. And here we start to face really hard sub-tasks. For instance, we need to provide some Table Viewer tool, and I'm pessimistic about it at current state. I think about it should be similar to File Viewer tool in harnesses. The basic principles of how File Viewer tool works nowadays are based on [SWE-agent paper](https://arxiv.org/abs/2405.15793): open-file window of at most 100 numbered lines, file path, total line count, omitted-line counts, visible line numbers, scrolling, and goto. And it's really tricky how to provide something similar to a table (maybe it should be done differently). GitHub link: https://github.com/apache/hudi/discussions/19264#discussioncomment-17710180 ---- This is an automatically sent email for [email protected]. To unsubscribe, please send an email to: [email protected]
