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seed-mcp/corpus/bayer_seeds/dekalb-dkc66-18.json
T
justin 75f714b454 Phase 4-5: deployable container + corpus snapshot + CI fixes 
deploy/docker-compose.yml — replace <product>/<registry> placeholders
with concrete values for Drawbar's stack:
- image: git.jpaul.io/justin/seed-mcp:latest (CF tunnel for pulls; CI
  pushes via LAN 192.168.0.2:1234 to avoid 100 MB body cap)
- container_name: seed-mcp
- port 8001:8000 (8001 host-side to not collide with crop-chem-docs
  on 8000)
- PRODUCT_NAME=crop_seed, hybrid search enabled, stateless HTTP
- llama-rerank shared with crop-chem-docs (NOT redefined here —
  expected to already be in Drawbar's parent compose network)
- networks.drawbar-mcp external: true so seed-mcp joins the existing
  cross-MCP shared network

.gitignore — corpus/ is now COMMITTED, not ignored. The monthly
refresh workflow scrapes and commits corpus changes; the image-only
workflow rebuilds indexes from the committed corpus. Allowing the
corpus to flow through git means the :corpus-YYYY.MM.DD image tag
pins to a specific seed-catalog snapshot. chroma/ and bm25/ remain
ignored — those are deterministically derived from corpus.

Initial committed snapshot: 614 varieties.
- bayer_seeds: 475 (DEKALB 288 + Asgrow 102 + WestBred 85)
- golden_harvest: 139 (Syngenta corn + soy; 36 sitemap URLs
  302-redirected = discontinued)

rag/chunk.py — normalize brand and crop to uppercase/lowercase in
Chroma metadata so cross-vendor brand-filter lookups don't break on
casing inconsistency (Bayer stores "DEKALB", Golden Harvest stores
"Golden Harvest"; _build_where uppercases user-supplied brand which
matched the former but not the latter pre-fix). Sidecar JSON keeps
original casing for display.

Stub scrapers (nk, agripro, becks_pfr, becks_products) — change
return code from 2 to 0 so the monthly-refresh CI workflow doesn't
fail on deferred sources. Real implementations will return 0 on
success / 1 on failure when they ship.

Smoke-tested cross-vendor retrieval against the 614-chunk index:
- list_versions shows both vendors with correct facet counts
- broad "corn hybrid 100 RM" query returns both DEKALB and Golden
  Harvest hits in top 5
- brand='Golden Harvest' filter returns 3 GH-only varieties
- variety-code prefilter still works (E085Z5 → top hit on GH)

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-25 13:40:05 -04:00

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{
"source": "bayer_seeds",
"source_key": "dekalb-dkc66-18",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC66-18 BRAND",
"product_id": "CORN_DKC66-18 BRAND_DEKALB_US",
"hybrid_prefix": "DKC66-18",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2020,
"relative_maturity": "116",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT2P"
],
"trait_descriptions": [
"VT Double PRO®"
],
"positioning_statement": "DKC66-18 Brand can provide good movement across regions and environments with excellent yield potential. Typically an attractive, moderate plant type with very good standability and grain quality. ",
"strengths": [
"Has shown good tolerance to Diplodia ear rot",
"Disease tolerance package should allow broad use",
"Can provide good harvest timing flexibility",
"Plant at medium to medium high plant populations",
"Adapted to most crop rotations including corn following corn",
"Position on moderate to high producing soils to maximize yield potential"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "5"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "3"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "3"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "STALK STRENGTH",
"value": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "3"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "4"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med High"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1380"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2900"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT2P"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "116"
},
{
"characteristic": "PLANTING RATE",
"value": "Med High"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01075439"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "4"
},
{
"characteristic": "TEST WEIGHT",
"value": "2"
}
]
},
{
"label": "HERBICIDE",
"type": "herbicide",
"items": [
{
"characteristic": "GROWTH REGULATORS SENSITIVITY",
"value": "A"
},
{
"characteristic": "ISOXAZOLES SENSITIVITY - PREEMERGENCE",
"value": "A"
},
{
"characteristic": "SULFONYLUREAS SENSITIVITY",
"value": "A"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "COB COLOR",
"value": "Red"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "18"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4H_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4N_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4G_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4Q_2"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G1A_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4K_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4N_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4F_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G1J_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4B_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4R_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4R_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC66-18 BRAND_DEKALB_US_2026_G4F_2"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTDOUBLEPRO_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc66-18-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:04.998Z",
"fetched_at": "2026-05-25T17:06:12.311737+00:00",
"scraper_version": "0.1.0"
}
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