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Landing browse lists, full aroma coverage, and Flavormancer rename - #87

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landing-browse-and-aroma-coverage
Jul 6, 2026
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landing-browse-and-aroma-coverage

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Rename to Flavormancer (title + header).

Landing browse β€” /api/categories + /api/top power a browsable library: model-ranked taste lists (Top sweet/bitter/umami/sour β€” recognizable named molecules) and documented aroma lists (Top citrus/floral/minty/… from real HSDB text, not model-ranked, since the public corpus skews industrial). Category chips + a clickable molecule grid on the landing page.

Aroma predicts for every molecule now β€” confident descriptors, or the top few flagged low-confidence when none clear threshold.

Substitution cards carry aroma tags (documented 'found', else predicted).

--pubchem-all also pulls PubChem Title so the odor corpus has common names.

- Rename the demo from 'Flavor Workbench' to Flavormancer (title + header).
- Landing browse: /api/categories + /api/top serve model-ranked taste lists (Top
  sweet/bitter/umami/sour, recognizable named molecules) and DOCUMENTED aroma lists
  (Top citrus/floral/minty/… from real HSDB descriptions, not model-ranked β€” the
  public corpus skews industrial, so documented is cleaner). The workbench shows
  category chips + a clickable molecule grid; each opens a full read.
- Aroma now predicts for EVERY molecule: predict_aroma returns the confident
  descriptors, or the top few (flagged low-confidence) when none clear threshold.
- Substitution cards carry aroma tags (documented 'found' if in corpus, else the
  model's confident predictions).
- build_odor_notes.py --pubchem-all also pulls PubChem Title, so the odor corpus
  has common names (used by the aroma browse lists + name lookups).

Signed-off-by: Austin L. <86896075+rvnminers-A-and-N@users.noreply.github.com>
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rvnminers-A-and-N merged commit 8901b72 into main Jul 6, 2026
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rvnminers-A-and-N deleted the landing-browse-and-aroma-coverage branch July 6, 2026 21:23
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