| CPC G06Q 10/063112 (2013.01) [G06Q 50/04 (2013.01); G06V 30/274 (2022.01); G06V 30/42 (2022.01)] | 20 Claims |

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1. A method comprising:
receiving either a first user input or a second user input, or both, as an input including data representing requirements to manufacture a physical structure via an electronic network at a computing platform including one or more processors and one or more data stores;
concatenating at least two of engineering drawing summary data, a shoptype description, and estimated part size instruction data to combine the at least two of the engineering drawing summary data, the shoptype description, and the estimated part size instruction data;
generating an automated text query based on a combination of the at least two of the engineering drawing summary data, the shoptype description, and the estimated part size instruction data;
implementing a retrieval-augmented generation (“RAG”) algorithmic process to configure a manufacturing-specific prompt based on either the first user input or the second user input to access a proprietary database;
transmitting the first user input and the automated text query to a large language model as a function of the manufacturing-specific prompt; and
generating an output of the large language model including data representing a list of entities enabled to manufacture the physical structure in accordance with the requirements.
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