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:与相...
Works with your favorite databases ClickhousePostgreSQLMySQLMicrosoft SQL ServerOracleMongoDBSnowflakeBigQuery Do not have a database? Create one inNeon DB Advantages over other SQL AI tools Highest accuracy Our tool works well with real world databases with hundreds of tables. ...
Move MySQL data to Snowflake Integrate.io ETLs data to/from a MySQL database the way you like without limitations or restrictions. Try Integrate.io yourself for 14 days and start your MySQL data journey with a no-code data pipeline platform that offers enhanced security, performance, customizat...
在 Vector DB 出现之前,大家普遍使用的是关系型数据库,如 MySQL、Oracle 等,这些数据库以表格的形式存储数据,适合存储结构化数据,但对于非结构化数据,如文本、图像、音频等,处理起来就相对困难。而且,关系型数据库在处理大规模数据时,性能会下降,不适合大数据处理。这就像是在一个拥挤的图书馆里找一本书,...
SQL数据库如MySQL或PostgreSQL非常适合结构化数据的存储和查询,适用于需要频繁访问和复杂查询的场景。 importmysql.connectormydb=mysql.connector.connect(host="localhost",user="yourusername",password="yourpassword",database="mydatabase")mycursor=mydb.cursor()sql="INSERT INTO chat_records (content) ...
| HeatWave AutoML is a feature of MySQL HeatWave that makes it easy to use machine learning, whether you are a novice user or an experienced ML practitioner. It analyzes the characteristics of the data and creates an optimized machine learning model that can be used to generate predictions and...
.*Wrap table namewith\`\`*NOcontent after the query.*Table nameinthe query should be without database name.Use the following formatforresponse:Database:(string)Table Name:(string)Assumptions:(bullets)Query:(query) 对应返回结果: 代码语言:javascript...
MySQL,关系型数据库管理系统;PostgreSQL,开源对象关系型数据库系统;MSSQL,微软提供的企业级数据库平台;TiDB Cloud,基于云的分布式NewSQL数据库。附上github地址:https://github.com/sqlchat/sqlchat 功能介绍 文本转SQL 在对话框中输入“Top 10 employees with the highest salary for each department”翻译成...
MySQL PrestoDB Apache Hive ClickHouse Snowflake Oracle Microsoft SQL Server BigQuery SQLite DuckDB Getting started See thedocumentationfor specifics on your desired database, LLM, etc. If you want to get a feel for how it works after training, you can try thisColab notebook. ...
2. Database Management: Supports more than 10 databases, including MySQL, PostgreSQL, H2, Oracle, SQLServer, SQLite, MariaDB, ClickHouse, DM, Presto, DB2, OceanBase, Hive, KingBase, MongoDB, Redis, Snowflake, and more. 3. Intelligent Report Generation: ...