Query Construction

The article discusses the challenges in connecting natural language with diverse types of data, including structured, semi-structured, and unstructured data. It introduces Language User Interface (LUI) as an emerging solution to these challenges. LUIs are capable of converting natural language into specific query syntax for each type of data. The article then delves into various strategies for query construction, such as Text-to-metadata-filter, Text-to-SQL, Text-To-SQL+semantic, and Text-to-Cypher. Each strategy is explained in detail with relevant cookbooks, templates, and documentation provided. The article concludes by emphasizing the importance of seamlessly retrieving structured and unstructured data across various datastores for unlocking the potential of Language Models (LLMs).