{"repo":"Satissss/Squrve","free":true,"listed":false,"github":"https://github.com/Satissss/Squrve","clone":"git clone https://github.com/Satissss/Squrve.git","description":"Squrve is a lightweight yet powerful framework for translating natural language into SQL over complex databases.","language":"Python","stars":52,"topics":["ai-agent","data-science","schema-linking","text-to-sql","text2sql","agent","database","llm","rag"],"license":"MIT","category":"ai-agents","readme_excerpt":"Squrve Overview Squrve is a lightweight and modular framework designed to help beginners in Text-to-SQL research quickly get started. It enables one-click reproduction of multiple baseline methods and provides a unified evaluation pipeline, making it easy to compare different approaches under the same metrics. We sincerely welcome students and researchers to try Squrve, contribute new components, or report any issues. We will promptly evaluate and integrate valuable suggestions, and we look forward to collaborating with the community to advance Text-to-SQL research. Why Squrve Precision Performance Evaluation Squrve delivers comprehensive benchmarking. It evaluates end-to-end performance using the unified Execution Accuracy (EX) framework while simultaneously assessing granular components. You can accurately test schema linking (Recall, Precision, F1 via AmbiDB) and validate SQL Optimizers based on execution feedback. Benchmarking your methods is instant—no interface code changes required. Seamless Beginner Onboarding Jumpstart your Text-to-SQL journey without the friction. Squrve automates the tedious work of data formatting, documentation, and Chain-of-Thought construction. This allows you to immediately experiment with diverse methods, helping you master both fundamental paradigms and the latest frontier advancements with ease. Flexible Method Development Innovate without limits. Whether building end-to-end solutions or modular workflows, Squrve lets you reuse state-of-the","default_branch":null,"files":null,"tree":[],"storefront":"/r/Satissss","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Satissss/Squrve/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}