AI Assistant in Seeq Formula
The AI Assistant in Seeq Formula is available for SaaS customers on R64 and later. If you don’t see it already, file a support request to have it enabled.
The AI Assistant in Seeq Formula leverages Large Language Models (LLMs) to help users in Seeq Workbench accelerate their analysis. This assistant is accessible in the Formula tool and understands how to apply Seeq Formula Functions given natural language prompts. It will provide formulas that are pasted into the Formula tool with one click, and it even knows what variables are available to minimize edits each time you ask for help.
Refer to the video below to see it in action and see more examples lower on the page.
You will find the AI Assistant in Seeq Formula in a new tab on the right hand side of the Formula Tool when it is expanded, next to the Formula Documentation.
See the following examples of how you might use the AI Assistant in Seeq Formula.
Provide formulas in the context of variables provided
In the following example, the user provides a prompt “I want to create 10 hour capsules that ends at the start of my original capsules in my high temperature condition”. Instead of providing generic functions you might see in the Formula Documentation, the Assistant writes a formula using the variable referred to by the condition name, without worrying about renaming variables.
Inspire with different analysis approaches
In the image below, the user asks “Create an analysis using my signals” and the Assistant recommends one approach that involves identifying some periods of interest and aggregating data over those periods. If you ask the assistant for more specific analyses, it will follow your lead and can help you with a myriad of cleansing techniques, model creation, and much more
More easily discover Formula Functions
Almost every new user to Seeq eventually asks “how do I do an IF statement?” The Formula documentation has lots of hits for “if”, fewer for “then”, and even fewer for “else”, but it is circuitous at best to discover the splice() function. The Assistant is equipped with the mindset of a Seeq Analytics Engineer to help you find the right function for your use case more quickly than navigating existing documentation.
Explain how your formula works
Did you get a huge block of formula from one of your teammates but you aren’t really sure what it is doing? The AI Assistant in Seeq Formula can take a block of code and add comments to each line, explaining what that line of formula is doing. 🎉
