Abstract: The disclosed computer-implemented method may include systems and methods for generating and providing interactive sessions and interactive session captures. For example, upon completion of an interactive session, systems and methods described herein can generate an interactive session playback interface associated with an interactive session capture that includes various interactive features. During playback of the interactive session capture, the systems and methods described herein can update features of the interactive session playback interface to mirror interactions that occurred in the original interactive session, as well as provide additional interactive features associated with the interactive session capture. Various other methods, systems, and computer-readable media are also disclosed.

Abstract: The methods and corresponding systems may include retrieving one or more Abstract Syntax Trees (ASTs) associated with source code. The ASTs may describe syntax structures of the source code. The source code may comprise a collection of computer instructions including code symbols and code snippets. The source code may comprise a collection of files. A knowledge graph may be generated based on the one or more ASTs. The knowledge graph may describe relationships between occurrences of the code symbols or the code snippets contained in the source code. Importance levels, representing importance scores, for occurrences of the code symbol or the code snippets may be determined based on the knowledge graph. In response to a code search query, rankings may be determined based on importance levels that are determined in real time, or may be based on importance levels previously determined, using the present technology, for the source code.