An AI-powered tool called Marple AI is intended to offer insights into time series data. Users can ask Marple AI questions about their data, and the system can automatically produce relevant graphs or carry out intricate calculations.
The technology applies user prompts to huge datasets using GPT (Generative Pre-trained Transformer), which produces quick response times. The capacity of Marple AI to automatically create charts in response to human commands is one of its primary characteristics.
Marple AI allows users to express questions about specific data they want to examine, and it will produce graphs containing signals that are pertinent to their queries.
After then, these created graphs can be altered for further in-depth examination.Marple AI can also carry out intricate computations in response to queries from users. Users can inquire about things like the most frequent failure status in a given month, the frequency with which the temperature during the overnight exceeded a certain threshold, or the average fuel usage in a particular gear.
GPT converts these queries into calculations that Marple AI’s time series data engine completes.The merging of Marple AI with cutting-edge visualization capabilities is another noteworthy feature.
If Marple AI produces findings that users find interesting, they can explore the data behind the AI result by using various graphing tools and jumping straight into a depiction of the underlying data.Marple AI provides an API or SDK for process integration and handles data from multiple sources, including files and InfluxDB.
In addition, it offers 4-100x faster computing results and faster visualization when compared to Python and MATLAB.
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