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⚕ RAG-Powered Clinical Intelligence

Ask anything about
skin diseases

Powered by LangGraph retrieval pipelines, Cohere command-r-plus-08-2024, and a curated dermatological knowledge base.

🧬 Classification 💊 Treatment Protocols 🔍 Symptom Analysis 📋 ICD-10 Codes ⚠️ Risk Factors 🧪 Diagnostics
Knowledge Base
indexed vectors
Embedding Model
MiniLM-L6
HuggingFace · Semantic Search
LLM Engine
Cohere
command-r-plus-08-2024
Clinical Query
🩺

Ready for your query

Type a clinical question above or pick a suggestion. The RAG pipeline will retrieve relevant documents and generate a precise answer.

Retrieving clinical documents…
RAG Quality Metrics embedding cosine + ROUGE-1
Context Relevance
Cosine similarity between your question and retrieved chunks
Groundedness
Token overlap (ROUGE-1) of answer words found in context
Answer Relevance
Cosine similarity between question and generated answer
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Medical Disclaimer: DermIQ is an AI research tool for informational purposes only. It does not replace professional medical advice, diagnosis, or treatment. Always consult a board-certified dermatologist for personal health decisions.