ClickHouse > Case Studies > Leveraging Zing Data and ChatGPT for Mobile Querying and Real-Time Alerts in ClickHouse

Leveraging Zing Data and ChatGPT for Mobile Querying and Real-Time Alerts in ClickHouse

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Technology Category
  • Analytics & Modeling - Real Time Analytics
  • Sensors - GPS
Applicable Industries
  • Equipment & Machinery
  • Telecommunications
Applicable Functions
  • Maintenance
Use Cases
  • Intrusion Detection Systems
  • Real-Time Location System (RTLS)
Services
  • System Integration
About The Customer
The customers of Zing Data's ClickHouse integration are companies that use ClickHouse for fast queries but face challenges in quickly getting questions answered due to the need for an analyst to write a query and create a dashboard. These companies may also find limitations with other BI tools that require pre-created dashboards or limit users to certain filters. They need a solution that allows for natural language querying, visual querying, real-time alerts, and location-based querying. These customers could be data analysts, business users, or developers who need to unlock valuable insights from their data and make better decisions in real-time.
The Challenge
Many companies use ClickHouse for its ability to power fast queries. However, the process of having an analyst write a query, create a dashboard, and share it throughout the organization can add significant delay to getting questions answered. This challenge is compounded by the fact that many business intelligence (BI) tools require someone at a computer to pre-create dashboards or limit users to certain filters. Furthermore, the need for real-time alerts and the ability to query based on a user's current location are increasingly important in today's fast-paced business environment.
The Solution
Zing Data, a modern data analysis and business intelligence platform, offers a solution to these challenges. It is built to work on any device, including iOS, Android, and the web. With its new ClickHouse support, users can query with natural language (powered by OpenAI’s ChatGPT), visually query in just a few taps, set up real-time alerts, and even query based on their phone’s current location. Zing’s AI-powered query optimization suggests date handling, graph types, and handles long running queries, sending a notification when results are ready. Zing Data's mobile app provides a powerful yet simple interface for querying and visualizing ClickHouse data on the go. It supports a wide range of visualizations and complex data operations. For long running queries, Zing’s server persists a connection to ClickHouse to complete the query in the background, and sends a push notification when the results are ready.
Operational Impact
  • With Zing Data's ClickHouse integration, companies can leverage the power of OpenAI to ask complex questions and receive meaningful answers quickly. They can ask questions in a conversational style without worrying about syntax or debugging SQL. Zing supports natural language questions in multiple languages. Its query intelligence layer applies visualization logic to the SQL for natural language queries. Users can set up real-time alerts that trigger when certain conditions are met in a query on ClickHouse data, enabling them to monitor their data in real-time and take action when important trends or anomalies are detected. Alerts are highly customizable and can be checked as frequently as every minute or as infrequently as every month. For tables with latitude and longitude fields, Zing can query and display results based on a user’s current location. This location can be dynamic to each user’s device.

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