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Quill

An SQL Optimizer

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Quill is a SQL query optimizer that leverages ReST^EM to deliver frontier model performance on query optimization tasks. By integrating LLMs into the optimization pipeline with QWEN-7B, Quill achieves significant latency reductions while maintaining accuracy.

Key features of Quill include:
  • LLM-powered query optimization using QWEN-7B
  • ReST^EM integration for frontier model performance
  • Significant query latency reductions
  • Built with Python, SQLite, and OpenAI

The optimizer analyzes SQL queries and applies advanced optimization techniques to improve execution performance, making database operations faster and more efficient.