Text2SQL-MultiTable is a lightweight framework for converting natural language questions into accurate SQL queries over multi-table relational databases.It leverages large language models (LLMs) like ...

The Text to SQL Generator is a web-based application that leverages the power of Google's Generative AI (gemini-1.5-flash) to help users interact with SQL schemas and generate relevant SQL queries. By ...

We present a unified framework, based on the relation-aware self-attention mechanism, to address schema encoding, schema linking, and feature representation within a text-to-SQL encoder. On the ...

Abstract: In the Text-to-SQL task, a significant challenge is enabling parsers to generalize effectively across diverse domains. Key to solving is schema-linking, which involves mapping words to the ...

Existing multi-turn Text-to-SQL approaches, mainly use data in a randomized order when training the model, ignoring the rich structural information contained in the dialog and schema. In this paper, ...

Without detailed contextual understanding of the data, the text is converted into SQL that doesn’t give the right answer. But thanks to the use of its semantic layer, AtScale claims that it has ...