AsiaInfo Technology: New Tech Exploration
Sep 11, 2025 · Artificial Intelligence
How AST Boosts LLM‑Powered Code Question Answering: Theory, Practice, and Future Directions
This article explores how abstract syntax trees (AST) can enrich large language model (LLM) based code question‑answering by providing precise structural context, detailing LLM strengths and limits, describing AST‑LLM collaboration, RAG integration, cutting‑edge models, practical tooling, challenges, standardisation efforts, and future research avenues.
ASTLLMRAG
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