Multi-dimensional entity generation from natural language input

A system comprising:

• at least one processor;
• and
• memory storing instructions that, when executed by the at least one processor, cause the system to perform a set of operations, the set of operations comprising:
• populating, for each skill of a skill chain and based on received natural language input comprising a description of a multidimensional entity, a corresponding prompt template for the skill;
• processing the respective populated prompt template for each skill to generate respective machine learning model output;
• generating, based on the machine learning model output for the skill chain, the multi-dimensional entity output;
• and
• providing, to the computing device, the generated multi-dimensional entity output.

A method for generating a multi-dimensional entity according to a natural language input, the method comprising:

• generating, using a machine learning model, a skill chain to generate a multi-dimensional entity based on a natural language request, the generating comprising generating a prompt based at least in part on the natural language request, thereby causing the machine learning model to generate the skill chain based on the prompt;
• processing, for each skill in the skill chain and using a machine learning model, a populated prompt template for the skill to generate model output for the skill;
• combining the model output for each skill of the skill chain to generate the multi-dimensional entity output;
• and
• generating, based on the multi-dimensional entity output, a display of the multi-dimensional entity.

A method for generating a multi-dimensional entity according to a natural language input, the method comprising:

• populating, for each skill of a skill chain and based on the natural language input comprising a description of a multidimensional entity, a corresponding prompt template for the skill;
• processing the respective populated prompt template for each skill to generate respective machine learning model output;
• generating, based on the machine learning model output for the skill chain, the multi-dimensional entity output;
• and
• providing, to the computing device, the generated multi-dimensional entity output.