Microsoft Technology Licensing, LLC

Alexander A Babanov

Charles David Ellis

Dmitri Viktorovich Kotchetov

Daniel Cory

David Francis Gainer

Andrew James Becker

Matthew John Androski

Konrad Tupaj

Jenefer Lea Monroe

Danny Khen

Duane Campbell

Rasika Mudumbai Chakravarthy

Daniel Fabian

Roy Simkhay

Nicholas Kyle Ryan

Jakub Piotr Kotynia

Jeremy R Pankratz

Kartik Nathan

Monica McAmis

Simon Loftus Peyton Jones

Douglas Mangini

Sam Gensburg

Jason Christopher Tan

Keri Talbot

Igor B Peev

Robert G Hawking

Howard J Dickerman

Skyler Mark Goodell

Megan Moriko Langley

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 multiple prompts based on the natural language input and a portion of the spreadsheet and determines an order in which to input the prompts to an LLM service. The application service determines an order in which to input the prompts to an LLM service, then inputs the prompts to the LLM service according to the determined order.

Prompt chaining for LLM integrations in spreadsheet environments

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

The present disclosure provides methods, systems, and computer products for providing state-based revisions in a document collaboration system. In some aspects, a plurality of users may be simultaneously editing the same document on their respective computing devices. The document may comprise a plurality of editable objects having unique objects identifiers. In such aspects, when a user edits an object in a local version of the document, a state-based revision ('SBR') record is created. The SBR is populated with information such as, information describing the type of object being edited, a descriptor that uniquely identifies the specific instance of the object being edited, a collection of common references that can be adjusted by the document collaboration engine and an opaque binary stream comprising the modified state of the edited object. The SBR record is then transmitted to one or more additional devices.

Collaborative document editing using state-based revision

A spreadsheet application or other application supporting formulaic cells that automatically provides support for a number of diverse formulaic functions. The automatically provided diverse formulaic functions include a function returning the value of the formula logic if the logic can be evaluated without an error. Another function finds a value in a formulaic cell that is in the same row as a particular value from the first column and the same column as a particular value in the first row. Other functions allow a selection of a set of multiple lookup rows and columns for matching the values used as variables in the function. The spreadsheet application is further configured to automatically supply other functions in addition to those described.

System and method for a spreadsheet application supporting diverse formulaic functions

Display screen with graphical user interface

The present invention generally relates to new and improved embodiments of methods and systems for capturing and providing arbitrarily rich data to be stored or manipulated within a spreadsheet. In one embodiment of the present invention, a method for creating spreadsheet metadata comprises receiving an item in a spreadsheet, receiving item metadata about the item, and associating the item metadata with the item to create spreadsheet metadata.

Method and system to associate cell and item metadata

Growing community of inventors

Bothell, WA, United States of America

Alexander A Babanov