A locally hosted RAG-based coding assistant improves kernel retrieval and porting coverage for HEP codebases, though no tested LLM correctly ports the hardest kernels.
They do not offer options for on- premise deployment and their usage is metered by tokens and policy limits
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CelloAI: Leveraging Large Language Models for HPC Software Development in High Energy Physics
A locally hosted RAG-based coding assistant improves kernel retrieval and porting coverage for HEP codebases, though no tested LLM correctly ports the hardest kernels.