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SQL is easy, the problem is that some enterprise database schemas have gotten incredibly complex over time. I think LLMs might help the maintainers navigate suc
by vekker 3y ago
SQL is easy, the problem is that some enterprise database schemas have gotten incredibly complex over time. I think LLMs might help the maintainers navigate such a complex landscape. Especially if comments are added to each table with clarifications. The only serious limit here is the LLM's context length...
- ainesh93 3y agoHit the nail on the head! Not only is the context length a limitation, but the speed of response gets impacted as well. With a human in the loop, even providing a "mostly" correct SQL that takes a swing at the correct joins between relevant tables reduces the data practitioner's work significantly. Of course, as more questions are asked, the tool gets better at writing the SQL better. Almost like a human in a Database Management and SQL class...