A method for creating a customized and redacted credit report may include transmitting a user request to generate a customized credit report, receiving a copy of a stored credit report, analyzing the copy of the stored credit report, displaying one or more information fields and one or more selectable user interface elements, transmitting a credit report redaction list, and receiving a customized credit report. A user device for configuring a customized credit report may include a processor, a display in communication with the processor, and a non-transitory memory storing instructions that, when executed by the processor, cause the processor to perform processing including transmitting a user request to generate a customized credit report, displaying one or more information fields and one or more selectable user interface elements, transmitting a credit report redaction list, and receiving a shareable credit report link associated with a customized credit report.

According to one implementation, a system for performing graph-based media content evaluation includes a computing platform having a hardware processor, and a system memory storing a media content evaluation software code and a graph database. The hardware processor is configured to execute the media content evaluation software code to receive a query from a system user, and to identify one or more media content evaluation metrics corresponding to the query. In addition, the hardware processor is configured to execute the media content evaluation software code to search the graph database for a media content data relevant to the one or more media content evaluation metrics, and to retrieve the media content data from the graph database. The hardware processor is further configured to execute the media content evaluation software code to generate a report responsive to the query using the media content data.

In various embodiments, structured pages are dynamically generated based on user inputs. In response to a user input such as a query, a page generating engine ranks content items according to relevance to the user input in order to generate a list of the content items that is ordered based on the relevance. The page generating engine further maps the content items to collections of content items that can be displayed together in a page. Then, the page generating engine generates a structured page that includes a subset of the collections and associated content items that are assigned to collections within the subset of collections based on relevance and/or coherence criteria. Thereafter, the structured page is transmitted to a client device for display via user interface.

The described technology is directed towards data-driven navigation, in which a next navigation location depends on variable data associated with an interactive user interface element (rather than a fixed link). The data may be in a hierarchy of data models. A menu contains interactive navigation elements, each bound to a data model. A selected interactive navigation element results in locating a data model associated with the selected element. The data model is used to determine the next navigation location. Also described is hierarchical navigation to one item of a level as well as lateral and peer navigation.

The described technology is directed towards data-driven navigation, in which a next navigation location depends on variable data associated with an interactive user interface element (rather than a fixed link). The data may be in a hierarchy of data models. A menu contains interactive navigation elements, each bound to a data model. A selected interactive navigation element results in locating a data model associated with the selected element. The data model is used to determine the next navigation location. Also described is hierarchical navigation to one item of a level as well as lateral and peer navigation.

There is provided a method for searching a plurality of information sources using a multimedia element, the method may include receiving at least one multimedia element; generating, by a signature generator, for the at least one multimedia element at least one signature that is unidirectional, and yields compression; generating at least one textual search query using the at least one signature; wherein the generating of the textual search query comprises: (a) searching for at least one matching stored signature that matches one or more of the at least one signature; and (b) using a mapping between stored signatures and textual search queries, selecting at least one textual search query mapped to at least one matching stored signature; searching the plurality of information sources using the at least one textual search query; and causing a display of search results retrieved from the plurality of information sources.

There is provided a method for searching a plurality of information sources using a multimedia element, the method may include receiving at least one multimedia element; generating, by a signature generator, for the at least one multimedia element at least one signature that is unidirectional, and yields compression; generating at least one textual search query using the at least one signature; wherein the generating of the textual search query comprises: (a) searching for at least one matching stored signature that matches one or more of the at least one signature; and (b) using a mapping between stored signatures and textual search queries, selecting at least one textual search query mapped to at least one matching stored signature; searching the plurality of information sources using the at least one textual search query; and causing a display of search results retrieved from the plurality of information sources.

Techniques are described that provide a gallery of media files via a messaging application. The messaging application may include one or more messaging threads between a user and one or more other users. The user may share a media file with another user via a message associated with a message thread. The media files may include photographs, videos, links, screenshots, documents, graphic interchange format (GIF) images, and other media content shared between a user and one or more other users. A communication platform may determine that the message includes a media file and may associate the media file with media galleries associated with the user and the other user. The media galleries may enable both users to easily access shared media content and to quickly identify a particular media files of interest.

Techniques are described that provide a gallery of media files via a messaging application. The messaging application may include one or more messaging threads between a user and one or more other users. The user may share a media file with another user via a message associated with a message thread. The media files may include photographs, videos, links, screenshots, documents, graphic interchange format (GIF) images, and other media content shared between a user and one or more other users. A communication platform may determine that the message includes a media file and may associate the media file with media galleries associated with the user and the other user. The media galleries may enable both users to easily access shared media content and to quickly identify a particular media files of interest.

Systems and methods for providing summarization, indexing, and post-processing of a recorded document presentation are provided. The system accesses a structured document and recordings associated with a recorded presentation given using the structured document. The system analyzes, using machine-trained models, the structured document, audio and video recordings, and recording of operations performed during the presentation. The analyzing comprises generating a transcript of the audio recording, determining context of components of the structured document, and deriving context from the video recordings and recording of operations. Based on the analyzing, the system segments the recorded presentation into a plurality of segments and generates an index of the plurality of segments that is used for post-processing.