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fix(inference): #86 tighten Call 1 prompt and closed lists

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Ship locked expert Call 1 seed: order cats before edge, species=best
confidence, mill-count edge rules, Wild for cookies/burl, multi figure,
feature_tag_ids only (no free-text bags, no grade). LISTS keys match the
seed; feat- prefix stripped for the model. Gate and review UI apply
feature_tag_ids. Seed auto-activates on deploy when still seed-authored.
This commit is contained in:
Ty
2026-09-20 22:54:36 -07:00
parent 81be17d5cd
commit 7287a55707
8 changed files with 300 additions and 75 deletions
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backend/tests/test_slabs_api.py
+5 -1
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@@ -206,14 +206,18 @@ def test_gate_reads_flat_confidence_keys(client, db):
# etc., NOT f'{field}_confidence' (field 'species_id' would give the wrong key). A
# high-confidence response must surface its picks; low-confidence ones must not.
from backend.inference import _gate, _parse_json
good = '```json\n{"species_id": 284, "species_confidence": 0.85, "wood_category_ids": [251], "wood_category_confidence": 1.0, "edge_type_term_id": 323, "edge_confidence": 0.95, "figure_term_ids": [332], "figure_confidence": 0.9, "character": [], "inclusions": ["bark"], "voids": [], "checks": []}\n```'
good = '```json\n{"species_id": 284, "species_confidence": 0.85, "wood_category_ids": [251], "wood_category_confidence": 1.0, "edge_type_term_id": 323, "edge_confidence": 0.95, "figure_term_ids": [332], "figure_confidence": 0.9, "feature_tag_ids": [1], "feature_tag_confidence": 0.8, "character": [], "inclusions": ["bark"], "voids": [], "checks": []}\n```'
out = _gate(_parse_json(good))
assert out["species_id"] == 284
assert out["wood_category_ids"] == [251]
assert out["edge_type_term_id"] == 323
assert out["figure_term_ids"] == [332]
assert out["feature_tag_ids"] == [1]
# grade must never be gated in (METADATA-40)
assert "grade_term_id" not in out
# free-text bags dropped (#86)
assert "character" not in out
assert "inclusions" not in out
# low-confidence fields are dropped (METADATA-45)
low = '```json\n{"species_id": 284, "species_confidence": 0.4, "wood_category_ids": [251], "wood_category_confidence": 0.8, "edge_type_term_id": 323, "edge_confidence": 0.2, "figure_term_ids": [332], "figure_confidence": 0.9}\n```'
out2 = _gate(_parse_json(low))