SymptomAI uses a conversational agent to guide users through everyday symptom assessments. The system leverages medical knowledge graphs to ensure clinical accuracy during patient interactions. This research demonstrates how specialized LLMs can handle diagnostic triage. Practitioners can now evaluate how structured medical data improves the reliability of autonomous health agents in clinical settings.