「AI 数据库 / Text-to-SQL」工具排行榜

Graph Database & Analytics 对应 neo4j.com。Connect data as it's stored with Neo4j. Perform powerful, complex queries at scale and speed with our graph data platform.

Metabase 对应 metabase.com。Metabase is the easy, open-source way for everyone to ask questions and learn from data.

Milvus is represented by milvus.io. Milvus official website.

ThoughtSpot 对应 thoughtspot.com。Transform insights into action with the ThoughtSpot Agentic Analytics Platform—AI agents, automated insights, and embedded intelligence.

为Excel、Sheets和Airtable生成电子表格公式，使用户能够执行复杂的计算和分析。介绍Microsoft Excel、Google表格和Airtable中使用的电子表格公式，以帮助用户更好地了解如何在这些平台上执行计算和数据分析。使用AI为多个数据库系统生成、调试和修改高级SQL查询。生成VBA脚本，应用程序脚本和Airtable脚本，以自动化和简化重复性任务并提高生产率。

The AI database developers love is represented by weaviate.io. Bring AI-native applications to life with less hallucination, data leakage, and vendor lock-in

基于AI的检索服务

实时协作支持Python，公式和人工智能无限画布电子表格

AI agent that builds your data model and answers questions

ChartDB is represented by chartdb.io. Database diagram and data modeling tool to visualize and design schemas with a single query. Create ER diagrams, collaborate, and export DDL scripts.

AI驱动的数据开发和分析平台使数据管理简单高效。

RowSpeak 对应 excelmatic.ai。Analyze Excel, CSV, PDF and exported business data in plain words. RowSpeak helps clean messy inputs, run repeatable analysis workflows, and generate outputs your team can review, share and act on.

AI生成的SQL serverless HTAP实时分析弹性伸缩云原生架构全托管服务

基于AI的SQL查询生成器与Amazon Redshift、Azure SQL Server、Big Query以及用于Chrome扩展和ChatGPT的Snowflake插件的集成包括文档、博客、视频教程和播客等资源

AI 友好的图数据库。

AI生成的界面可视化工具数据编辑和探索仪表板和图表构建器具有AI的SQL编辑器无可挑剔的管理面板

Wren AI is represented by getwren.ai. Ask your data anything. Wren AI turns plain-language questions into governed SQL, charts, and insights, backed by a semantic layer your team trusts.

CrateDB — Real-Time Analytics Database is represented by cratedb.com. CrateDB is the operational analytics database for fast-moving data. Ingest millions of events per second and query billions of records in milliseconds. Standard SQL, no pre-aggregation, no schema redesign.

Bruin, Your AI Data Team 是 Bruin, Your AI Data Team 旗下与 getbruin.com 对应的产品官网，主要提供：Bruin, Your AI Data Team | Watch, Answer, Build, Act

基于人工智能的SQL生成支持Snowflake、BigQuery、Athena、Postgres等数据库。针对特定数据库查询的可定制训练模型自学习能力随着时间的推移提高了准确性。安全和私有处理数据库内容与Jupyter Notebook，Slackbot，Web应用程序等集成。

开源、轻量级进程内向量数据库。

与流行数据源 (如HubSpot，PostgreSQL，MySQL等) 进行数据集成的自然语言交互无需编程或技术技能商业智能和报告高级数据仓库和数据访问控制

企业基础设施Apache Arrow Access包含丰富的数据将SQL和代码与生态系统兼容的数据集和视图SQL Firecache无服务器功能PB级数据私有ZK/ML集群

GigaSpaces 对应 gigaspaces.com。Ask your structured data questions and get clear, accurate, AI-powered answers.

Activeloop is represented by activeloop.ai. Activeloop is the company behind Deeplake, the GPU database for agents. Explore Deeplake at deeplake.ai.

GitHub Community is represented by chat2db-ai.com. 一个集成了人工智能（AI）和商业智能（BI）功能的数据库管理工具,对话数据库,对话Excel,自然语言转SQL,自然语言生成报表; DBMS、MySQL、Redis、数据库管理系统、国产数据库、开源、达梦、人大金仓、Redis客户端、MySQL客户端、数据库工具、数据库管理工具、数据库可视化工具、数据库设计工具、数据库开发工具、数据库查询工具、数据库连接工具

Talk To Your Data. 对应 scavenger-ai.com。Scavenger AI helps businesses transform complex data into clear, actionable insights.

The AI database agent that transforms data into action

AI SQL生成: AI驱动的SQL查询生成AI SQL解读: 通过AI AI理解和解释SQL查询AI SQL优化: 增强和调试SQL查询AI提示: 获取基于AI的唯一查询建议多语言支持: 使用本地语言自定义数据源编写查询: 具有高质量查询的数据源架构片段: 创建和共享查询生成库连接数据源: 一键式生成高级数据智能

yaw 对应 yaw.sh。Terminal with built-in AI, SSH, database connections, file editor, and Claude Code Yaw Mode overlay. Also works with Codex and Gemini CLI. No usage tracking.

快速而强大的矢量查询索引创建和搜索过滤搜索与您的技术堆栈集成的复杂查询数据导入和导出

BlazeSQL AI is represented by blazesql.com. This AI Data Analytics chatbot generates SQL queries with AI, like ChatGPT for your SQL Database. Connect it to your SQL database for cutting edge AI Data Analysis, and let it work for you.

Definite.app 对应 definite.app。Integrations, storage, dashboards, and AI agents — built in. Bring your data in once and get answers wherever your team works.

PandasAI is represented by pandas-ai.com. Turn data into insights in seconds with PandasAI. The best AI dashboard solution for business intelligence, data visualization, and automated reporting.

基于电子表格编辑自动生成Python代码。基于通用英语描述编辑的AI助手 (Mito AI) 编写代码与Jupyter和Streamlit集成，易于设置和使用将Python脚本升级到交互式Streamlit仪表板从多个来源 (如雪花) 导入和浏览数据在导出数据之前进行数据质量验证检查用于数据探索和清理的基本电子表格演示支持AI自动化并提高金融服务和生命科学行业分析师的AI性能

Dot is represented by getdot.ai. Dot is the AI data analyst that answers any data question in seconds. Chat, Deep Analysis, Automated Reports, and Context Agent · trusted by Duolingo, Choco, and Emerge.

AI data IDE for 10x faster data work

Supaboard is represented by supaboard.ai. Analyze data, ask questions in natural language, and generate dashboards in minutes with Supaboard, an AI Business Intelligence platform for fast decisions.

生成式AI驱动的数据库查询简单准确的数据分析安全的数据处理和隐私保护现代业务分析快速高效地访问大型数据集

Sherloq is represented by sherloqdata.io. Ask your SQL anything. Built on your context, directly on your editor.

Fabi.ai is represented by fabi.ai. Transform complex data analysis with Fabi.ai's all-in-one platform. Combine SQL, Python & AI automation to get faster insights from your data.

Deeplake 是 Deeplake 旗下与 deeplake.ai 对应的产品官网，主要提供：AI agents create 80% of new databases. Shouldn't your DB be built for them?

更快的数据探索代码生成书签导入/导出数据AI生成的代码片段高级过滤和转换终端键盘快捷方式多个选项卡查询优化器离线支持扩展过滤和排序功能快速自动代码生成安全性 (仅与AWS API交互) SQL支持截断表更好的用户体验/界面多因素身份验证搜索表创建/删除表格终端/REPL暗模式

MySQL Performance Tuning Advisor is represented by releem.com. Releem is an advisory tool that provides automatic metrics analysis, actionable insights, and safe automation for MySQL and MariaDB. It highlights misconfigurations, slow queries, schema issues, and deadlocks, giving you clear guidance and automation to reduce manual work at scale.

使用AI简化数据分析

无需SQL专业知识即可协作查看、更新和可视化数据。无需编写SQL即可创建查询、列、行、表和模式。像电子表格一样协作编辑数据。在一个地方组织SQL查询。与团队成员共享查询。连接流行的数据库自动完成功能。快速选择模式、表、列和其他直观的用户界面。通过标签减少上下文切换。支持复杂的数据类型，通过JSON，时间戳和枚举等嵌入式变量生成强大而灵活的查询生成漂亮的图表和仪表板，而无需编写SQL可自定义的图表类型 (条形图，折线图，饼图等)使用可嵌入的图表来呈现数据 (即将推出) 通过模板自动生成自定义仪表板 (即将推出)

AskYourDatabase允许用户连接到他们喜欢的数据库，并使用自然语言轻松查询数据。它消除了对复杂的SQL或Python脚本的需求。AskYourDatabase还建议使用静态ip访问数据库，从而提供了一个安全的环境。

Smarter Data Insights with Conversational AI