Personalized autonomous spreadsheets

A system comprising:

• a memory device;
• and
• a processing device coupled to the memory device, the processing device to perform operations comprising:
• receiving, from a client device associated with a user, a natural language query corresponding to a request to create, for the user, an initial version of a personalized document having a tabular structure without additional user interaction;
• determining a set of attribute categories pertaining to the personalized document, the set of attribute categories comprising a first attribute category corresponding to one or more cells populated with one or more first attributes and a second attribute category corresponding to one or more cells populated with one or more second attributes;
• identifying at least one external data source, the at least one external data source comprising at least one subjective data source related to the user, wherein the at least one external data source comprises a personalized knowledge graph corresponding to the user;
• retrieving, from the at least one external data source, a plurality of data items indicative of the set of attribute categories;
• and
• generating the initial version of the personalized document for the user by populating each cell of a plurality of cells of the personalized document with a respective data item of the plurality of data items.

A system comprising:

• a memory device;
• and
• a processing device coupled to the memory device, the processing device to perform operations comprising:
• receiving a plurality of natural language queries from a user;
• determining that each natural language query of the plurality of natural language queries is associated with a similar topic;
• sending a recommendation to the user to create an initial version of a personalized document having a tabular structure based on the plurality of natural language queries;
• and
• in response to receiving an indication from the user to create the initial version of the personalized document, generating the initial version of the personalized document without additional user interaction by populating each cell of a plurality of cells of the document with a respective data item of a set of data items retrieved from at least one external data source comprising a subjective data source comprising a personalized knowledge graph corresponding to the user, wherein the set of data items corresponds to a set of attribute categories pertaining to the document, and wherein the set of attribute categories comprises a first attribute category corresponding to one or more cells populated with one or more first attributes and a second attribute category corresponding to one or more cells populated with one or more second attributes.