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seed-mcp/corpus/bayer_seeds/dekalb-dkc68-35.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-dkc68-35",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC68-35 BRAND",
"product_id": "CORN_DKC68-35 BRAND_DEKALB_US",
"hybrid_prefix": "DKC68-35",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2023,
"relative_maturity": "118",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT2P"
],
"trait_descriptions": [
"VT Double PRO®"
],
"positioning_statement": "DKC68-35 Brand is an attractive 118 RM product that combines incredible yield potential with stability and versatility across environments. Has shown very good stress tolerance for heat and drought to enable movement south into Coastal regions.",
"strengths": [
"Outstanding yield potential across environments",
"Product has shown outstanding grain quality and test weight; high food grade potential",
"Very good stress tolerance potential including heat and drought stress, enabling southern movement",
"Very good root strength",
"Average southern rust tolerance; may benefit from a fungicide in high disease pressure areas",
"Caution when moving north due to slower dry down"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "COMMON RUST",
"value": "4"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "2"
},
{
"characteristic": "GOSS'S WILT",
"value": "5"
},
{
"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": "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": "Med Tall"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Medium"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1395"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2965"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT2P"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "118"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01091463"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"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": "White"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "18"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3R_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3B_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3N_2"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2A_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7B_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4N_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1J_1"
},
{
"product_list_name": "North Delta 2026",
"agronomist": "Josh Rupard",
"agronomist_email": "josh.rupard@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1H_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3A_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2C_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4F_2"
},
{
"product_list_name": "North Delta 2026",
"agronomist": "Josh Rupard",
"agronomist_email": "josh.rupard@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1D_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G5Q_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4B_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3A_2"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4H_2"
},
{
"product_list_name": "North Delta 2026",
"agronomist": "Josh Rupard",
"agronomist_email": "josh.rupard@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1R_1"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4H_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3F_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3P_1"
},
{
"product_list_name": "North Delta 2026",
"agronomist": "Josh Rupard",
"agronomist_email": "josh.rupard@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1B_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4F_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G5N_1"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3Q_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7P_2"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3C_1"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4G_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3P_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7D_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4Q_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7H_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1A_1"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4A_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7L_2"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2U_1"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4D_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3F_2"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3M_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2K_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3Q_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7P_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3B_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G5T_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7L_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G7H_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4R_1"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4K_1"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4K_2"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4G_1"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2G_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2J_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4R_2"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G2M_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3R_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4N_2"
},
{
"product_list_name": "North Delta 2026",
"agronomist": "Josh Rupard",
"agronomist_email": "josh.rupard@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G1C_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3N_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G3M_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-35 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
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],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTDOUBLEPRO_A",
"source_urls": [
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],
"sitemap_last_modified": "2026-05-12T14:41:17.657Z",
"fetched_at": "2026-05-25T17:06:24.931174+00:00",
"scraper_version": "0.1.0"
}
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