Abstract: Large Language Models (LLMs) have transformed code assistants by enabling personalization, interactivity, and higher abstraction. However, these assistants often struggle with a common ...

Abstract: The Text-to-SQL task has significant application prospects in automating relational database query interfaces. It can reduce user learning costs and improve data query efficiency. However, ...

RLM enables LLMs to process arbitrarily long contexts by treating them as an external environment that can be programmatically explored via a JavaScript REPL. Instead of feeding entire long documents ...