vanna SQL 的相关内容

文章 2024-12-04 来自：开发者社区

Vanna：开源 AI 检索生成框架，自动生成精确的 SQL 查询

❤️ 如果你也关注 AI 的发展现状，且对 AI 应用开发非常感兴趣，我会每日跟你分享最新的 AI 资讯和开源应用，也会不定期分享自己的想法和开源实例，欢迎关注我哦！微信公众号｜搜一搜：蚝油菜花快速阅读功能：基于大型语言模型自动生成 SQL 查询。技术：结合检索增强技术（RAG）提高查询准确性。支持：兼容多种 LLMs 和 SQL 数据库。正文（附运行示例） Van...

文章 2024-10-12 来自：开发者社区

使用vanna实现Text2SQL

这节一起用vanna来实现自然语言转SQL，之前的大模型一直停留在问答阶段，答案基本都是大模型提供的，至多是加点本地知识库，tet，pdf等文档，丰富大模型的内容，但是想要大模型与一些管理系统对接还是无能为力，这节就一起尝试下用vanna对接数据库，将自然语言转成标准的SQL对数据库进行查询。这也是很多管理系统的开发者最需要落地实践的内容。使用vanna之前需要打开vanna的官网申请一个ke....

文章 2024-08-17 来自：开发者社区

《SQL转换秘籍：Vanna+Qwen双剑合璧，轻松实现私有模型转换》——揭秘如何利用Vanna和Qwen这两款神级工具，让你的SQL数据管理和转换如虎添翼！

Vanna和Qwen是两款流行的开源数据库管理工具，它们能够协助用户轻松地管理和转换SQL数据。本文将详细介绍如何利用Vanna和Qwen实现私有模型的SQL转换，通过具体的操作步骤和示例代码，帮助读者掌握这一技能。首先，我们需要安装Vanna和Qwen。这两个工具都可以在它们的官方网站上找到安装包，下载后按照提示进行安装即...

文章 2024-04-16 来自：开发者社区

NL2SQL进阶系列(3)：Data-Copilot、Chat2DB、Vanna Text2SQL优化框架开源应用实践详解[Text2SQL]

NL2SQL进阶系列(3)：Data-Copilot、Chat2DB、Vanna Text2SQL优化框架开源应用实践详解[Text2SQL] NL2SQL基础系列(1)：业界顶尖排行榜、权威测评数据集及LLM大模型（Spider vs BIRD）全面对比优劣分析[Text2SQL、Text2DSL] NL2SQL基础系列(2)：主流大模型与微调方法精选集，Text2SQL经典算法技术回顾七...

文章 2024-03-20 来自：开发者社区

vanna+qwen实现私有模型的SQL转换

1. 基本介绍 vanna作为先进灵活的text2sql转换服务，能够在页面上灵活添加训练的DDL和SQL语句，提供 RAG "model"，vanna官方提供支持openai、Ollma等LLM模型，但在国内希望本地部署，使用自己的元数据信息不外泄，因此本文帮助实现vanna+本地的QWEN模型实现本地访问。 ...

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