This is not a difficult problem to solve. We can add the schema, columns and column descriptions in the system prompt. It can significantly improve performance.
All it will take is a form where the user supplies details about each column and relation. For some reason, most LLM based apps don't add this simple feature.
All it will take is a form where the user supplies details about each column and relation. For some reason, most LLM based apps don't add this simple feature.