LLM-driven SQL Questions-Answering Tool

Tags: Python SQL Postgres Large Language Model

In this project, I

• developed LLM-powered SQL query interface for “chatting” with PostgreSQL databases by automating SQL generation and natural language answering, significantly reducing query formulation time.
• engineered pipeline that auto-generates database schemas for new connections and flags potentially destructive SQL commands.
• used prompt engineering techniques to optimize model output and integrated both open-source and closed-source models with real-time streaming.

Github

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