Application label tagging using large language models

A non-transitory computer-readable medium comprising memory with instructions encoded thereon, the instructions, when executed by one or more processors, causing the one or more processors to perform operations, the instructions comprising instructions to:

• receive a name of an application;
• generate a prompt for a large language model (LLM) based on the name of the application, wherein the prompt includes a request for one or more tags associated with the application, the one or more tags describing tagged interests associated with the application;
• provide the prompt to the LLM for execution;
• receive, as output from the LLM, a plurality of candidate tags;
• input the plurality of candidate tags into a classifier, the classifier trained to classify candidate tags into known tags, wherein known tags are tags that already exist in a graph;
• receive, as output from the classifier, a plurality of known tags;
• and
• update the graph to include a node corresponding to the application, the node linked to the plurality of known tags with one or more edges.

A system comprising:

• memory with instructions encoded thereon;
• and
• one or more processors that, when executing the instructions, are caused to perform operations comprising:
• receiving a name of an application;
• generating a prompt for a large language model (LLM) based on the name of the application, wherein the prompt includes a request for one or more tags associated with the application, the one or more tags describing tagged interests associated with the application;
• providing the prompt to the LLM for execution;
• receiving, as output from the LLM, a plurality of candidate tags;
• inputting the plurality of candidate tags into a classifier, the classifier trained to classify candidate tags into known tags, wherein known tags are tags that already exist in a graph;
• receiving, as output from the classifier, a plurality of known tags;
• and
• updating the graph to include a node corresponding to the application, the node linked to the plurality of known tags with one or more edges.