Abstract: Systems and methods for performing a conceptual search are provided. The methods may include: receiving one or more filter queries from a user device to restrict a corpus of content items stored in an object database; importing a subset of the corpus of content items from the object database into a workspace database based on the one or more filter queries; receiving one or more input concepts from the user device; calculating concept scores for the one or more input concepts for the subset of the corpus of content items by comparing an embedding vector to one or more embedding vectors associated with the content item; based on the concept scores for the subset of the corpus of content items, retrieving a set of content items from the workspace database; and causing the user device to display a particular content item in the set of content items.

Abstract: Systems and methods for performing a conceptual search and highlighting relevant portions of a content item are provided. The methods may include: receiving one or more input concepts from a user device; calculating concept scores for the one or more input concepts for one or more content items; based on the concept scores for the one or more content items, retrieving a set of content items; identifying one or more concept subsections of the content items in the set of content items, wherein a concept subsection is a subsection of a content item that corresponds to a particular input concept of the one or more input concepts; and causing the user device to display a particular content item in the set of content items, wherein the display of the particular content item includes visual indicators associated with the identified one or more concept subsections for the particular content item.

Abstract: Systems and methods for performing a conceptual search and highlighting relevant portions of a content item are provided. The methods may include: receiving one or more input concepts from a user device; calculating concept scores for the one or more input concepts for one or more content items; based on the concept scores for the one or more content items, retrieving a set of content items; identifying one or more concept subsections of the content items in the set of content items, wherein a concept subsection is a subsection of a content item that corresponds to a particular input concept of the one or more input concepts; and causing the user device to display a particular content item in the set of content items, wherein the display of the particular content item includes visual indicators associated with the identified one or more concept subsections for the particular content item.