ai-sql

Quail，一个开源 AI-SQL 引擎，新增了前缀共享（prefix sharing）支持，在对 1,772 条长 agent 轨迹使用 qwen3-4b 打标签的示例中，计算 token 减少 3 倍，查询速度提升 2.6 倍。

Gridex 是一个开源的跨平台（macOS/Windows/Linux）AI 原生数据库客户端，内置 AI 聊天可直接读取表结构并支持 Claude、GPT、Gemini 和本地 Ollama，同时提供带权限分级与审计日志的 MCP 服务，可同时连接 PostgreSQL、MySQL、SQLite、Redis、MongoDB、SQL Server 和 ClickHouse。

Modal and Carnegie Mellon University's Full Stack Data Lab developed Quail, an inference engine that integrates query planning with inference to achieve over a billion tokens processed per minute on a single H100 GPU, outperforming vLLM by 10x in specific scenarios.

Quail is an open source AI-SQL engine that integrates query planning with LLM inference to achieve over 1 billion input tokens per minute on an H100 GPU.

Introduces Spider 2.0-AIFunc, a benchmark of 465 instances across 125 real-world databases for evaluating AI-native SQL queries that use cloud platform AI functions. Evaluates ten state-of-the-art models, finding proprietary models reach 67-70% accuracy while open-source models lag behind.