{"repo":"lanerchenbuna/QueryForge","free":true,"listed":false,"github":"https://github.com/lanerchenbuna/QueryForge","clone":"git clone https://github.com/lanerchenbuna/QueryForge.git","description":"Governed AI analytics from natural language to auditable SQL, powered by a mandatory semantic layer, policy enforcement, and a visual Studio. 从自然语言到可审计 SQL 的受治理 AI 数据分析平台，内置强制语义层、SQL 策略治理与可视化工作台。","language":"Python","stars":12,"topics":["ai-agent","analytics-engineering","data-agent","data-governance","llm","mcp","nextjs","nl2sql","python","semantic-layer"],"license":null,"category":"ai-agents","readme_excerpt":"QueryForge Governed AI analytics, from natural language to auditable SQL Turn business questions into safe, traceable SQLite queries—with a semantic layer, policy enforcement, bounded recovery, and production-friendly delivery interfaces. 简体中文 · Quick start · Architecture · Documentation --- QueryForge is a local-first, domain-first AI data analytics platform built around one principle: generated SQL should be governed like application code, not trusted like prose . Users create or select a data domain first—such as retail, finance, product, or the bundled Anime Streaming sample—then onboard that domain's data, review its semantic contract, and ask questions inside the same governance boundary. QueryForge combines that workflow with natural-language-to-SQL, AST-level security, read-only execution, multi-candidate selection, repair budgets, and complete run artifacts. QueryForge currently targets SQLite and controlled environments. It is a portfolio-grade reference architecture, not a multi-tenant analytics service. Product Tour Data Domain Center — create or select a governed context before adding data or semantics. Domain overview — the Anime Streaming dataset is shown as one selected sample, not the platform identity. Semantic Studio  ·  Governed analysis with auditable SQL and Trust Trace Why QueryForge? Most NL2SQL demos stop after a model emits a query. QueryForge covers the full delivery loop: Need QueryForge approach --- --- Trust the generated SQL Parse with","default_branch":null,"files":null,"tree":[],"storefront":"/r/lanerchenbuna","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/lanerchenbuna/QueryForge/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."}