text-to-sql

🔥 基于大模型和 RAG 的智能问数系统，对话式数据分析神器。Text-to-SQL Generation via LLMs using RAG.

🔥[SIGKDD'25] NL2SQL-BUGs: A Benchmark for Detecting Semantic Errors in NL2SQL Translation.

Production text-to-SQL agent for Databricks, Snowflake, and AWS — safety guardrails, schema-aware, deployable in one command

AI-powered, governed, and observable semantic query lab for Databend

A project that converts natural language into SQL, more specifically PostGIS queries. The underlying database is populated with OpenStreetMap data from Switzerland.

SAP HANA MCP server: Claude & ChatGPT read SAP S/4HANA with SQL, guided by SAP's own data dictionary and CDS views. Read-only.

Conversational + predictive crime intelligence on Zoho Catalyst: ask 1M+ FIRs in English or Kannada and see the query and rows behind every answer. All-India NCRB-calibrated corpus (640 districts), forecasting validated on 6.37M real incidents, and a trilingual WhatsApp channel for field officers.

PHP 对话式 BI：自然语言提问 → 两阶段 NL2SQL → 只读取数 → ECharts 图表/存图/仪表盘，支持 MySQL、达梦(DM)、Excel 目录多数据源 · Conversational BI in PHP with two-stage NL2SQL, read-only SQL guard and ECharts dashboards

An intelligent FinHouse Price Intelligence system. It automates dbt transformations via Jenkins and features a Gemini-powered AI Agent for natural language database querying (Text-to-SQL). A complete modern data stack for real-time market insights.

AI 高考志愿填报辅助系统：Qwen、Text-to-SQL、Django 与院校专业推荐

AI Data Operating System — Natural Language to SQL, Autonomous AI Agent, Pipeline Builder, Data Governance & Quality Scanner. Built with Mistral AI, FastAPI, React 19, PostgreSQL & 550K+ rows of real e-commerce data.

AskData agent repository

Enterprise-grade Multi-Tenant Text-to-SQL Platform built on Vanna AI

SQL security middleware for LLM-generated queries. Table/column whitelist, SELECT-only enforcement, anti-injection, LLM SQL fixup. Zero dependencies.

Validate LLM-generated SQL queries before execution to prevent unauthorized database access and data loss.

Chat with your own database using a local LLM (LM Studio / Ollama). Auto schema discovery, read-only guardrails, tables & charts. No cloud, no API keys.

🤖 21 agent-native AI APIs that accept USDC on Base via x402. No API keys, no signup, no credit card. Pay-per-call with crypto. Self-host or use api.mazzagrp.com.

Time expressions (en/es/fr/de) → portable IR → SQL/JS, with a ~14MB model that runs in the browser. The model emits IR skeletons; a deterministic layer fills the numbers.

Open-source AI data analyst that lets you upload spreadsheets and ask questions in plain English.

The Chalk Toss — ask about LeBron's career in plain English. The model writes SQL; every number comes from D1. Cloudflare Workers + Workers AI + D1 + Turnstile.