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