| CPC G06F 16/164 (2019.01) [G06F 3/048 (2013.01); G06F 40/284 (2020.01); G06F 40/40 (2020.01)] | 20 Claims |
|
1. A system for generating metadata from content using a large language model, the system comprising:
at least one memory storing instructions; and
at least one processor comprising a plurality of distributed processors configured to execute the instructions to perform operations, wherein the system is configured to perform the operations using load-balancing to maintain stable resource load among the plurality of processors, the operations comprising:
receiving the content through a graphical user interface associated with the large language model;
generating a first file by tokenizing the content into an input format for the large language model and merging the tokenized content with a content instruction;
inputting the first file into the large language model;
generating, using the large language model, a plurality of metadata by determining a main topic from at least the first file, the plurality of metadata reflecting a context associated with the content, wherein the large language model is trained to determine the main topic by identifying a first detail from the first file and removing a second detail from the first file prior to generating the plurality of metadata;
ranking the plurality of metadata according to a relevance of each generated metadata to the first file determined based on a sentiment analysis performed by the large language model, wherein the sentiment analysis performed by the large language model comprises classifying the first file and the generated metadata in one or more emotional attitudes;
determining, based on the ranking, one metadata from the plurality of metadata for display;
generating a second file, the second file comprising the determined one metadata, wherein generating the second file comprises implementing a token constraint and resizing the determined one metadata to comport with a predetermined size, the predetermined size being pre-established for a specific use selected from at least one of thumbnail, title, or abstract; and
displaying the generated second file comprising the determined one metadata on the graphical user interface, wherein displaying the generated second file includes only displaying the determined one metadata of the plurality of metadata.
|