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cd4a0f3148156d2d08bd47a8b1b3e6a20b8d3fbb
seed-mcp/corpus/bayer_seeds/dekalb-dkc51-91rib.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-dkc51-91rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC51-91RIB BRAND BLEND",
"product_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC51-91RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2018,
"relative_maturity": "101",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SSRIB"
],
"trait_descriptions": [
"SmartStax® RIB Complete® corn blend"
],
"positioning_statement": "DKC51-91RIB Brand Blend is a western style product with strong yield potential under irrigation and very good Goss's Wilt tolerance. Product testing indicates the best performance potential is in the western U.S. and it can provide a trait package well suited for that region.",
"strengths": [
"Has shown excellent ear flex capability",
"Outstanding top-end yield potential",
"No known herbicide sensitivities",
"Performance has been strong in corn following corn rotations",
"Late season stalk strength may be improved with fungicide application",
"Stable performance potential across yield levels can provide versatility"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "5"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "5"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "4"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "STALK STRENGTH",
"value": "4"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "1"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "2"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med Low"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1275"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2530"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SSRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "101"
},
{
"characteristic": "PLANTING RATE",
"value": "Med Low"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01074715"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "4"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "4"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "TEST WEIGHT",
"value": "4"
}
]
},
{
"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": "16"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J8J_2"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J9C_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5L_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_ZBK_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J9B_2"
},
{
"product_list_name": "2025 Central & Western ND, MT/WY",
"agronomist": "Courtney Meduna",
"agronomist_email": "courtney.meduna@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_JAC_1"
},
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_G6B_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5J_1"
},
{
"product_list_name": "2025 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_G6C_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J9B_1"
},
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"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5M_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J6M_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J8L_1"
},
{
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"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J6J_1"
},
{
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"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J8A_3"
},
{
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"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5G_1"
},
{
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},
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},
{
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},
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},
{
"product_list_name": "2024 South Dakota Product Guide",
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},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J8P_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5G_2"
},
{
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"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J8B_3"
},
{
"product_list_name": "2024 South Dakota Product Guide",
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{
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{
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},
{
"product_list_name": "2024 South Central/Southwest Kansas",
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"agronomist_email": "holly.thrasher@bayer.com",
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{
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"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
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},
{
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},
{
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"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_ZBL_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "2025 Washington, Oregon, SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_G6C_2"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J5M_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC51-91RIB BRAND BLEND_DEKALB_US_2026_J9A_2"
}
],
"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-dkc51-91rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:43:48.023Z",
"fetched_at": "2026-05-25T17:04:26.055708+00:00",
"scraper_version": "0.1.0"
}
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