Microsoft Technology Licensing, LLC

Jakub Piotr Kotynia

Marina Dukhon

Samer Fouad Sawaya

Thomas Henry Alphin, Iii

Alexander A Babanov

Henri-Charles Machalani

Rasika Mudumbai Chakravarthy

Daniel Fabian

Sarah W McDevitt

Daniel W DeKlotz

David S Amenta

Marko Panic

Jason Christopher Tan

Thomas H Iii Alphin

Samer F Sawaya

Sarah W Mcdevitt

Technology is disclosed herein for an application service which interfaces with an LLM service. In an implementation, the application service receives a natural language input from a user associated with a spreadsheet. The application service generates a prompt based on the user input and at least a portion of the spreadsheet. The prompt constrains the LLM service to a domain specific to the spreadsheet based on the portion and submits the prompt to the LLM service. The application service receives a reply to the prompt from the LLM service and responds to the input based on the reply from the LLM service.

Prompt configuration for LLM integrations in spreadsheet environments

Techniques for visual configuration and activation are described. Techniques discussed herein enable visuals to be presented to a user based on a user-specific visual configuration. The visuals are activated such that the visuals are selectable to access various functionalities. In at least some embodiments, a visualization that represents a user-specific visual configuration is provided to and displayed on a device. The visualization includes inactive visuals that are activated based on various considerations.

Visual configuration and activation

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Redmond, WA, United States of America

Jakub Piotr Kotynia