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Leveraging Zing Data and ChatGPT for Mobile Querying and Real-Time Alerts in ClickHouse
技术
- 分析与建模 - 实时分析
- 传感器 - 全球定位系统
适用行业
- 设备与机械
- 电信
适用功能
- 维护
用例
- 入侵检测系统
- 实时定位系统 (RTLS)
服务
- 系统集成
挑战
许多公司使用 ClickHouse 是因为它能够支持快速查询。然而，让分析师编写查询、创建仪表板并在整个组织中共享它的过程可能会严重延迟问题的解答。许多商业智能 (BI) 工具需要有人在计算机上预先创建仪表板或限制用户使用某些过滤器，这一事实使这一挑战变得更加复杂。此外，在当今快节奏的商业环境中，对实时警报的需求以及基于用户当前位置的查询能力变得越来越重要。
关于客户
Zing Data ClickHouse 集成的客户是使用 ClickHouse 进行快速查询的公司，但由于需要分析师编写查询和创建仪表板，因此在快速回答问题方面面临挑战。这些公司可能还会发现其他 BI 工具的局限性，需要预先创建仪表板或限制用户使用某些过滤器。他们需要一个支持自然语言查询、可视化查询、实时警报和基于位置的查询的解决方案。这些客户可能是数据分析师、业务用户或开发人员，他们需要从数据中释放有价值的见解并实时做出更好的决策。
解决方案
Zing Data 是一个现代数据分析和商业智能平台，为这些挑战提供了解决方案。它适用于任何设备，包括 iOS、Android 和 Web。借助其新的 ClickHouse 支持，用户可以使用自然语言进行查询（由 OpenAI 的 ChatGPT 提供支持），只需点击几下即可进行可视化查询，设置实时警报，甚至可以根据手机的当前位置进行查询。 Zing 的人工智能查询优化建议日期处理、图形类型，并处理长时间运行的查询，在结果准备好时发送通知。 Zing Data 的移动应用程序提供了一个强大而简单的界面，用于随时随地查询和可视化 ClickHouse 数据。它支持广泛的可视化和复杂的数据操作。对于长时间运行的查询，Zing 的服务器会保持与 ClickHouse 的连接以在后台完成查询，并在结果准备就绪时发送推送通知。
运营影响
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