A Multi-Agent SQL Assistant You Can Trust with Human-in-Loop Checkpoint & LLM CostControl

A new multi-agent SQL assistant has been developed using Streamlit, SQLite, and CrewAI, enabling users to interact with databases through an intuitive interface. This system incorporates human-in-the-loop checkpoints and LLM (Large Language Model) cost control mechanisms, enhancing trustworthiness and operational efficiency by allowing human oversight and managing computational expenses during query execution.