Microsoft technology licensing, llc. (20250068665). CODE SEARCH FOR EXAMPLES TO AUGMENT MODEL PROMPT

CODE SEARCH FOR EXAMPLES TO AUGMENT MODEL PROMPT

Organization Name

microsoft technology licensing, llc.

Inventor(s)

SHUBHAM Chandel of VANCOUVER (CA)

COLIN BRUCE Clement of SEATTLE WA (US)

SHENGYU Fu of REDMOND WA (US)

NEELAKANTAN Sundaresan of BELLEVUE WA (US)

CODE SEARCH FOR EXAMPLES TO AUGMENT MODEL PROMPT

This abstract first appeared for US patent application 20250068665 titled 'CODE SEARCH FOR EXAMPLES TO AUGMENT MODEL PROMPT

Original Abstract Submitted

a user query for information regarding data of a codebase is answered by a large language model given a prompt that includes examples of code segments from the codebase that are similar to the user query. the code segments from the codebase are associated with metadata that includes both natural language text and source code. the search for the examples of code segments from the codebase is based on embeddings of code segments and associated metadata that are closely similar to an embedding of the user query and context.