RAG-first
Answers use indexed manuals, chunks and citations before local model generation.
Answers use indexed manuals, chunks and citations before local model generation.
The LLM runs locally through Ollama, llama.cpp server, or vLLM-compatible endpoints.
Unsafe repair requests are redirected to qualified procedures and emergency contacts.