AST-Powered Code RAG: Beyond Text-Based Code Understanding

Character-based code chunking destroys structural information and call relationships, treating code as plain text. By parsing code with Abstract Syntax Trees (AST) instead of character offsets, developers can build systems that preserve function boundaries, class hierarchies, and inter-function dependencies. This semantic understanding enables accurate code-related queries that generic text-based RAG cannot answer.