Interpretation and transformation of unstructured human input to enable end-to-end service visibility

A non-transitory computer-readable medium having instructions stored thereon that, when executed by a processor of a computing device, cause the computing device to perform operations for determining an end-to-end service path, the operations comprising:

• (a) assembling a prompt comprising (i) a plurality of example circuit names, (ii) for each example circuit name in the plurality of example circuit names, data points corresponding to circuit endpoints of a service corresponding to a respective example circuit name, and (iii) a circuit name for interpretation;
• (b) sending the assembled prompt to a large language model (LLM) to determine first data points of a first endpoint and second data points of a second endpoint, wherein the first endpoint and the second endpoint belong to a service path corresponding to the circuit name;
• and
• (c) deriving using the first data points, a first neighbor connection to be created corresponding to the first endpoint, and using the second data points, a second neighbor connection to be created corresponding to the second endpoint,
• (d) wherein the first neighbor connection to be created corresponding to the first endpoint and the second neighbor connection to be created corresponding to the second endpoint enable determination of the service path.

A system for determining an end-to-end service path, comprising:

• a memory;
• and
• a processor communicatively coupled to the memory, configured to:
• (a) assemble a prompt comprising (i) a plurality of example circuit names, (ii) for each example circuit name in the plurality of example circuit names, data points corresponding to circuit endpoints of a service corresponding to a respective example circuit name, and (iii) a circuit name for interpretation;
• (b) send the assembled prompt to a large language model (LLM) to determine first data points of a first endpoint and second data points of a second endpoint, wherein the first endpoint and the second endpoint belong to a service path corresponding to the circuit name;
• and
• (c) derive using the first data points, a first neighbor connection to be created corresponding to the first endpoint, and using the second data points, a second neighbor connection to be created corresponding to the second endpoint,
• (d) wherein the first neighbor connection to be created corresponding to the first endpoint and the second neighbor connection to be created corresponding to the second endpoint enable determination of the service path.