I think natural language to SQL may not be as great as it sounds in many real-world applications. You often have permissions, tenants, rules about who-can-see-

I think natural language to SQL may not be as great as it sounds in many real-world applications. You often have permissions, tenants, rules about who-can-see-what. I love the idea of letting users use natural language to query and possibly even bulk-update data. But if the app has rules like those, this would just be a SQL injection vulnerability. You could possibly limit it - just allow query over certain views or something - but the risk of the GPT crafting a dangerous query is still high. What would be more useful IMO is natural language to OData, GraphQL, and OpenAPI/Swagger. Then you could let users do ad-hoc query but only against data they are allowed. I did a PoC using GPT3 to query OData and it was pretty fun, but did occasionally get the query wrong. I also ran into the context window issue. It would get lost when fed larger OData schema.