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seed-mcp/corpus/bayer_seeds/dekalb-dkc50-87rib.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-dkc50-87rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC50-87RIB BRAND BLEND",
"product_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC50-87RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2022,
"relative_maturity": "100",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SSRIB"
],
"trait_descriptions": [
"SmartStax® RIB Complete® corn blend"
],
"positioning_statement": "DKC50-87RIB Brand Blend has shown excellent yield potential with performance stability centered on the 100RM band; very good northern movement into the 95RM and southern movement into the early 105RM zone. It can provide very good stalk and root strength for late season standability. This hybrid has exhibited an excellent late season harvest appearance with grain quality and test weight.",
"strengths": [
"Very good emergence and seedling vigor for early planting",
"Excellent grain quality and test weight",
"Product has shown a girthy semi-fixed ear type",
"Has performed well on rotated ground as well as corn following corn",
"Excellent late season intactness and harvest appearance",
"Very good stalk and root strength",
"Has shown favorable drought tolerance",
"Hybrid has demonstrated versatility across planting population but recommend medium high density to maximize yield potential",
"Caution on utilization in heavy Goss's Wilt prone fields",
"Potential for dual purpose silage usage"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "3"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "4"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "2"
},
{
"characteristic": "EMERGENCE",
"value": "2"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "STALK STRENGTH",
"value": "2"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "3"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Medium"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1270"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2510"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SSRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "100"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01086085"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "4"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "2"
},
{
"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": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4F_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Paige Thomsen",
"agronomist_email": "paige.thomsen@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4Q_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J8F_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5K_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4N_1"
},
{
"product_list_name": "2023 NORTHEAST IOWA Duplicate",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J7M_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3L_1"
},
{
"product_list_name": "2023 NORTHEAST IOWA Duplicate",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J7N_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Paige Thomsen",
"agronomist_email": "paige.thomsen@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4L_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3N_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3B_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBC_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3D_1"
},
{
"product_list_name": "2025 Central & Western ND, MT/WY",
"agronomist": "Courtney Meduna",
"agronomist_email": "courtney.meduna@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_JAC_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5P_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5M_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5N_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZB7_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4N_2"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3M_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5J_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4F_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBF_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBK_1"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZB8_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4H_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBJ_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_C5D_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4B_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4B_2"
},
{
"product_list_name": "2024 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4P_2"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3G_1"
},
{
"product_list_name": "2023 NORTHEAST IOWA Duplicate",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J7G_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4H_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J3Q_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Paige Thomsen",
"agronomist_email": "paige.thomsen@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4K_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J4P_1"
},
{
"product_list_name": "2023 NORTHEAST IOWA Duplicate",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC50-87RIB BRAND BLEND_DEKALB_US_2026_J7D_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_SMARTSTAX_RIBCOMPLETE_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc50-87rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:40:46.242Z",
"fetched_at": "2026-05-25T17:04:21.771106+00:00",
"scraper_version": "0.1.0"
}
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