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Independent research project · private

AMC Evidence RAG

An evidence-first retrieval pipeline for Australian medical exam preparation, with structured citations, source validation, and explicit insufficient-evidence handling.

  • Python
  • ChromaDB
  • Ollama
  • Retrieval
ET / Evidence-grounded AIAMC Evidence RAG

Project identity artwork from the founder’s portfolio.

Structure before generation

Document ingestion preserves headings, sections, and tables before embedding and retrieval. Keeping context intact is part of making an answer traceable to its source.

An explicit limit

The pipeline requires supporting evidence and structured source attribution. When the retrieved material cannot support an answer, insufficient evidence is a valid result.

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