AI and Advanced Analytics

TDengine provides time-series forecasting, anomaly detection, missing-value imputation, and correlation analysis through the external analytics agent TDgpt, using SQL. It can also connect to external AI applications in read-only mode through MCP.

This chapter includes three parts:

TDgpt: Installation, Anode management, data preprocessing, model evaluation, and algorithm extensions.
Advanced Analytics: FORECAST, anomaly windows, missing-value imputation, and time-series correlation analysis.
TSDB MCP: Configuration and read-only tools for the TDengine MCP Server.

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