This AI SQL chatbot generates SQL code using AI, like ChatGPT for SQL Databases. Connect and chat with database in ChatGPT.
To start chatting with our data, we first need to establish a connection to our Azure SQL Database. This is done by setting up a connection string, and a query. Once the connection string is set up, we can use it to establish a connection to the database. To learn more about how t...
1、SQLDatabaseChain链 SQLDatabaseChain是langchain框架自带的数据库自然语言交互工具,其内部通过sqlalchemy来获取数据库的表名和表结构、字段信息,然后将数据库的信息和用户的自然语言请求一起发送给大模型进行分析,让大模型返回sql语句后,执行sql,并返回执行结果。 db_chain = SQLDatabaseChain.from_llm(llm, db,...
1、指定特殊的sql方言,例如日期函数 2、指定只查询SELECT,不能生成修改、删除等sql语句 3、不能幻觉新的元数据,生成的SQL语句字段、表名一定在数据库存在。 4、返回结果的要求json格式,不能是markdown等格式。{database:$, table:$, assumption:$, query:sql} ...
相关论文为：ChatDB: Augmenting LLMs with Databases as Their Symbolic Memory，代码已开源。论文地址：https://arxiv.org/abs/2306.03901 项目主页：https://chatdatabase.github.io 项目代码：https://github.com/huchenxucs/ChatDB 推特上一些知名的机器学习和自然语言处理研究者也对这项研究进行了宣传：与...
SQL Chat is a chat-based SQL client to ask database questions and query databases using natural language. Why As we enter theDeveloper Tools 2.0 era, there is a massive opportunity to rebuild the existing tools using the chat-based interface. SQL Client is no exception. Instead of navigating...
This tutorial would use theCodeLab from Tutorial Republicto perform any SQL querying activity. On their website, all the sample database with the sample is already ready so that we can use it freely. Image by Author Let’s try to generate and optimize SQL queries with ChatGPT. The first ...
图 2. VectotDB 应用流程。图源：https://www.pinecone.io/learn/vector-database/ 在这里其中对于 Vector DB 来说最主要的瓶颈还是在于第二步和第三步的索引，检索和压缩，因为 Vector DB 的目标和优势就是更好的处理大规模的数据：向量索引与检索，这就像是超级英雄的重要武器之一，是 Vector DB 处理大规模...
Supports any SQL database. The package allows you to connect to any SQL database that you can otherwise connect to with Python Choose your front end. Most people start in a Jupyter Notebook. Expose to your end users via Slackbot, web app, Streamlit app, or a custom front end. Extendi...
CREATE DATABASE sqlchat; 设置数据库 schema pnpm prisma migrate dev 初始化数据(可选) pnpm prisma db seed 使用pnpm安装并运行项目: 安装依赖项 pnpm i 生成prisma 客户端 pnpm prisma generate 复制示例环境变量文件; cp .env.usedb .env 将您的API秘钥和 OpenAI API 添加到新创建的 .env 文件; 运行 ...