Generating smart topics for video calls using a large language model and a context transformer engine

A non-transitory computer-readable medium storing instructions that, when executed by at least one processor, cause a computer system to:

• determine a collaborating user account group comprising user accounts of a content management system collaborating together on one or more content items corresponding to a smart topic;
• obtain a first transcript from a first video call that includes first video call data associated with a smart topic captured from a first client device associated with the collaborating user account group;
• obtain a second transcript from a second video call that includes second video call data associated with the smart topic captured from a second client device associated with the collaborating user account group;
• obtain application data from an application associated with a user account of the collaborating user account group and separate from the first video call data;
• receive, from the first client device, a selection of a smart topic element corresponding to the smart topic;
• and
• in response to the selection of the smart topic element, generate a combined smart topic output from the first transcript, the second transcript, and the application data by utilizing a smart topic agent, a context transformer engine, and a large language model.

A system comprising:

• at least one processor;
• and
• at least one non-transitory computer-readable storage medium storing instructions that, when executed by the at least one processor, cause the system to:
• determine a collaborating user account group comprising user accounts of a content management system collaborating together on one or more content items corresponding to a smart topic;
• obtain a first transcript from a first video call that includes first video call data associated with a smart topic captured from a first client device associated with the collaborating user account group;
• obtain a second transcript from a second video call that includes second video call data associated with the smart topic captured from a second client device associated with the collaborating user account group;
• receive, from the first client device, a selection of a smart topic element corresponding to the smart topic;
• and
• in response to the selection of the smart topic element, generate a combined smart topic output from the first transcript and the second transcript by utilizing a smart topic agent, a context transformer engine, and a large language model.