Intelligent orchestration of multimodal components

A system for orchestrating an execution plan, the system comprising:

• a processor;
• and
• memory storing instructions that, when executed by the processor, cause the system to perform a set of operations, the set of operations comprising:
• receiving an input;
• retrieving a plurality of stored semantic embeddings, from an embedding object memory, based on the input, wherein the plurality of stored semantic embeddings each correspond to respective historic plans, and wherein each historic plan comprises one or executable skills;
• determining a subset of semantic embeddings from the plurality of stored semantic embeddings based on a similarity to the input;
• generating, based on the subset of semantic embeddings and the input, a new plan, wherein the new plan is different than the historic plans corresponding to the subset of semantic embeddings;
• and
• providing the new plan as an output.

A method for orchestrating an execution plan, the method comprising:

• receiving an input;
• retrieving a plurality of stored semantic embeddings, from an embedding object memory, based on the input, wherein the plurality of stored semantic embeddings each correspond to a respective historic plan, and wherein each historic plan comprises one or more executable skills;
• determining a subset of semantic embeddings from the plurality of stored semantic embeddings based on a similarity to the input;
• filtering the subset of semantic embeddings based on a personalization associated with at least one of a user or organization, wherein the personalization is based on metadata associated with compliance requirements for security;
• generating, based on the filtered subset of semantic embeddings and the input, a new plan, wherein the new plan is different than the historic plans corresponding to the subset of semantic embeddings;
• and
• providing the new plan as an output.