Automated content creation for collaboration platforms with platform-specific objects

A computer-implemented method for producing generative content for a document of a content collaboration platform, the method comprising:

• causing display of content of a content item in a graphical user interface of the content collaboration platform, the content including non-text objects in-line with text content;
• in response to a user input including a generative command, identifying at least a portion of the content item subject to the generative command;
• causing a generation of an identity map include a set of entries, each entry including a respective content identifier associated with each respective non-text object identified in the content item;
• causing generation of a modified version of the content replacing each non-text object with a respective tagged string;
• generating a prompt comprising:
• predefined query prompt text corresponding to the generative command;
• and
• at least a portion of the modified version of the content corresponding to the portion of the content item subject to the generative command;
• providing the prompt to a generative output engine;
• obtaining a generative response from the external generative output engine, the generative response including a set of tagged strings;
• causing generation of a modified response by replacing each respective tagged string of the set of tagged strings with a corresponding non-text object by referencing the identity map;
• and
• causing display of at least a portion of the modified response in the graphical user interface.

A system for providing generative content, the system comprising:

• one or more processors;
• computer readable media storing computer instructions that, when executed by the one or more processors cause the system to:
• cause display of content of a content item in a graphical user interface of a content collaboration platform, the content including platform-specific objects in line with text content;
• in response to a user input including a generative command, identify at least a portion of the content item to be processed using the generative command;
• cause generation of an identity map include a set of entries, each entry associated with each respective platform-specific object identified in the content item;
• cause generation of a modified version of the content replacing each platform-specific object with a respective tagged string;
• generate a prompt comprising:
• predefined query prompt text corresponding to the generative command;
• and
• at least a portion of the modified version of the content corresponding to the portion of the content item to be processed using the generative command;
• provide the prompt to a generative output engine;
• obtain a generative response from the external generative output engine, the generative response including a set of tagged strings;
• cause generation of a modified response by replacing each respective tagged string of the set of tagged strings with a corresponding platform-specific object;
• cause display of at least a portion of the modified response in the graphical user interface.