Granted Patent B2

US 12,737,366 · App. 18/166,944 · Granted Sep 15, 2026

Inventors: Nicholas Lee Mohnacky (West Palm Beach, FL); Jeffrey Thomas Robbins (Palm Beach Gardens, FL)

Assignee: BUNDLEIQ INC.

G06F16/24575G06F16/248G06F16/35H04L67/306

Abstract

Claims (86)

1 . A computer-implemented method executed on a computing device comprising:

priming a content repository including:

uploading files within the content repository;

saving raw text of the files in primary and tertiary databases; and

saving a plurality of content repository multidimensional vectors based on the uploaded files in a secondary database along with a document ID contained in the primary database;

enabling a user to generate content, thus defining user-generated content;

analyzing the user-generated content to identify related content included within a content repository including proactively analyzing the user-generated content to identify related content included within the content repository, proactively analyzing the user-generated content includes monitoring the progress of the generation of user-generated content and routinely analyzing the user-generated content to identify related content included within the content repository, and wherein analyzing the user-generated content includes:

tokenizing the user-generated content into a user-generated content multidimensional vector:

tokenizing the content included within the content repository to provide a plurality of content repository multidimensional vectors; and

comparing the user-generated content multidimensional vector to the plurality of content repository multidimensional vectors; and

presenting at least a portion of the related content to the user to assist with generating the user-generated content, including merging and categorizing a plurality of pieces of related content into a hierarchical feed, wherein presenting at least a portion of the related content includes presenting related content to the user that affirms the user-generated content.

2 . The computer-implemented method of claim 1 wherein analyzing the user-generated content to identify related content included within a content repository includes:

reactively analyzing the user-generated content to identify related content included within a content repository.

3 . The computer-implemented method of claim 1 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that clarifies a question in the user-generated content.

4 . The computer-implemented method of claim 1 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that corrects the user-generated content.

5 . The computer-implemented method of claim 1 further comprising:

enabling the user to define a query;

processing the query on the content repository;

generating a result set; and

presenting the result set to the user.

6 . The computer-implemented method of claim 1 wherein enabling a user to generate content, thus defining user-generated content includes:

enabling the user to generate content on a word processor, thus defining user-generated content.

7 . The computer-implemented method of claim 1 wherein the content repository includes:

a non-public content repository.

8 . The computer-implemented method of claim 1 wherein the content repository includes:

a public content repository.

9 . A computer program product residing on a computer readable medium having a plurality of instructions stored thereon which, when executed by a processor, cause the processor to perform operations comprising:

priming a content repository including:

uploading files within the content repository;

saving raw text of the files in primary and tertiary databases; and

saving a plurality of content repository multidimensional vectors based on the uploaded files in a secondary database along with a document ID contained in the primary database;

enabling a user to generate content, thus defining user-generated content;

analyzing the user-generated content to identify related content included within the content repository including proactively analyzing the user-generated content to identify related content included within the content repository, proactively analyzing the user-generated content includes monitoring the progress of the generation of user-generated content and routinely analyzing the user-generated content to identify related content included within the content repository, and wherein analyzing the user-generated content includes:

tokenizing the user-generated content into a user-generated content multidimensional vector; and

comparing the user-generated content multidimensional vector to the plurality of content repository multidimensional vectors; and

presenting at least a portion of the related content to the user to assist with generating the user-generated content, including merging and categorizing a plurality of pieces of related content into a hierarchical feed.

10 . The computer program product of claim 9 wherein analyzing the user-generated content to identify related content included within a content repository includes:

reactively analyzing the user-generated content to identify related content included within a content repository.

11 . The computer program product of claim 9 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that clarifies a question in the user-generated content.

12 . The computer program product of claim 9 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that affirms the user-generated content.

13 . The computer program product of claim 9 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that corrects the user-generated content.

14 . The computer program product of claim 9 further comprising:

enabling the user to define a query;

processing the query on the content repository;

generating a result set; and

presenting the result set to the user.

15 . The computer program product of claim 9 wherein enabling a user to generate content, thus defining user-generated content includes:

enabling the user to generate content on a word processor, thus defining user-generated content.

16 . The computer program product of claim 9 wherein the content repository includes:

a non-public content repository.

17 . The computer program product of claim 9 wherein the content repository includes:

a public content repository.

18 . A computing system including a processor and memory configured for:

priming a content repository including:

uploading files within the content repository;

saving raw text of the files in primary and tertiary databases; and

saving a plurality of content repository multidimensional vectors based on the uploaded files in a secondary database along with a document ID contained in the primary database;

enabling a user to generate content, thus defining user-generated content;

analyzing the user-generated content to identify related content included within the content repository including proactively analyzing the user-generated content to identify related content included within the content repository, proactively analyzing the user-generated content includes monitoring the progress of the generation of user-generated content and routinely analyzing the user-generated content to identify related content included within the content repository, and wherein analyzing the user-generated content includes:

tokenizing the user-generated content into a user-generated content multidimensional vector; and

comparing the user-generated content multidimensional vector to the plurality of content repository multidimensional vectors; and

presenting at least a portion of the related content to the user to assist with generating the user-generated content, including merging and categorizing a plurality of pieces of related content into a hierarchical feed.

19 . The computing system of claim 18 wherein analyzing the user-generated content to identify related content included within a content repository includes:

reactively analyzing the user-generated content to identify related content included within a content repository.

20 . The computing system of claim 18 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that clarifies a question in the user-generated content.

21 . The computing system of claim 18 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that affirms the user-generated content.

22 . The computing system of claim 18 wherein presenting at least a portion of the related content to the user to assist with generating the user-generated content includes:

presenting related content to the user that corrects the user-generated content.

23 . The computing system of claim 18 further comprising:

enabling the user to define a query;

processing the query on the content repository;

generating a result set; and

presenting the result set to the user.

24 . The computing system of claim 18 wherein enabling a user to generate content, thus defining user-generated content includes:

enabling the user to generate content on a word processor, thus defining user-generated content.

25 . The computing system of claim 18 wherein the content repository includes:

a non-public content repository.

26 . The computing system of claim 18 wherein the content repository includes:

a public content repository.

Assignments (1)

Continuity (2)

References Cited (31)