{
  "version": "V38",
  "date": "April 22 2026",
  "total_cost": "$0",
  "links": {
    "app": "https://huggingface.co/spaces/Saicharan21/CardioLab-AI",
    "model": "https://huggingface.co/Saicharan21/CardioLab-AI-Model",
    "papers_db": "https://huggingface.co/datasets/Saicharan21/cardiolab-papers-db",
    "chat_history": "https://huggingface.co/datasets/Saicharan21/cardiolab-chat-history"
  },
  "phases": {
    "A": "16 SJSU papers embedded ChromaDB 417 chunks 131689 words",
    "B": "TinyLlama fine-tuned 149 SJSU Q&A pairs",
    "C": "BioGPT ClinicalTrials.gov Weekly PubMed update",
    "D": "Protocol Generator Report Writer Hypothesis Generator"
  },
  "models": [
    "CardioLab Fine-tuned SJSU custom model",
    "Llama 3.3 70B Best accuracy",
    "Llama 3.1 8B Fast",
    "Llama 4 Scout New",
    "Llama 4 Maverick Powerful"
  ],
  "tabs": [
    "Chat",
    "Voice",
    "Papers",
    "PIV CSV",
    "TGT CSV",
    "uPAD",
    "AI Image",
    "PIV Manual",
    "TGT Manual",
    "Protocol Generator",
    "Report Writer",
    "Hypothesis Generator"
  ],
  "test_results": {
    "Protocol Generator": "9.5/10 - TGT Thrombogenicity protocol correct",
    "Report Writer": "9/10 - Full academic report with SJSU citations",
    "Hypothesis Generator": "10/10 - Publication quality hypotheses",
    "RAG accuracy": "80% correct citations from SJSU papers",
    "Chat accuracy": "95% correct biomedical answers"
  }
}