About this document
Text-to-SQL Generation Overview by thou.71772117146 is a document available to read on EtoBox.
The document introduces a Text-to-SQL generation system that translates natural language queries into SQL, facilitating easier database access for non-technical users. It identifies limitations in existing systems, such as model selection challenges and lack of dynamic table selection, and proposes a new system that incorporates LLM-driven query generation, dynamic table selection, few-shot learning, and a memory cache for context retention. The project is organized into chapters covering literature reviews
- Author
- thou.71772117146
- Language
- EN