Nutzung Generativer Ki- und Grosssprachenmodelle zur Organisation und Analyse von Codebasen

Details

Veröffentlichungs-Nr.

EP4811116

Anmeldetag

18. März 2025

Veröffentlichung

23. September 2026

Rechtsraum

EP

Abstract

Methods and systems for organising a codebase comprising one or more source code files are described wherein the method comprises: parsing the one or more source code files and generating one or more trees, wherein each tree comprises nodes representing different syntactic categories, including at least one of: function definitions, expressions, statements, class definitions or module definitions, wherein parsing is performed using one or more language-specific parsers; traversing each tree to extract metadata for one or more nodes within the tree and constructing a dependency graph based on a portion of the extracted metadata, the dependency graph comprising one or more graph nodes and relationships between the graph nodes within the codebase; associating one or more graph nodes with the extracted metadata, wherein the extracted metadata comprises behavioural context for the corresponding graph node; generating a summary for one or more graph nodes using one or more generative Al models by recursively integrating the metadata of a current graph node and summaries of dependent graph nodes, wherein dependent graph nodes represent nodes within the dependency graph that the current graph node interacts with; and organising the codebase based on the generated summaries, wherein the generated summaries are stored in a structured repository that preserves the relationships and context of the codebase elements defined by the graph nodes.

Anmelder

Firma

Xebia Group B.V.

Land

🇳🇱 Niederlande