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ProteinScope v2

ProteinScope v2 is a production-grade RAG platform that compares scientific evidence with real-world community experiences for protein and nutrition-related topics.

Vision

Help users answer questions like:

  • Is creatine safe?
  • What does research say about whey protein?
  • What side effects do users report?
  • Where do scientific studies and real-world experiences agree or disagree?

Core Sources

Evidence Layer

  • Research papers
  • PubMed
  • Scientific articles

Community Layer

  • Reddit discussions
  • User experiences

Planned Features

  • Scientific PDF ingestion
  • Metadata-aware chunking
  • Hybrid retrieval
  • Cross-encoder reranking
  • Citation-backed answers
  • Evaluation dashboard
  • Authentication
  • Research report generation

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