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- Askstein — Hybrid RAG for Ortho Biomech
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- Grounded Q&A on musculoskeletal CT/QCT structural rigidity (EA, EI, GJ) and related FE topics.
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- Pipeline: FAISS → PubMed → Wikipedia → LLM fallback (guarded).
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- Use
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- Enter first and last name.
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- Ask your question.
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- Rate the answer (1–5) and optionally comment.
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- How it works
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- FAISS retrieves curated biomechanics chunks (PubMedBERT embeddings).
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- If weak/off-topic → PubMed abstracts → if empty → Wikipedia.
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- If still empty → LLM fallback (ungrounded) with “no fake refs” guard.
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