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seed-mcp/corpus/bayer_seeds/dekalb-dkc65-93.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-dkc65-93",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC65-93 BRAND",
"product_id": "CORN_DKC65-93 BRAND_DEKALB_US",
"hybrid_prefix": "DKC65-93",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2018,
"relative_maturity": "115",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"RR2"
],
"trait_descriptions": [
"Roundup Ready® Corn 2"
],
"positioning_statement": "DKC65-93 Brand is a 115 RM product that can provide an attractive plant type with a moderate stature and strong agronomics. It can provide a nice combination of good stress tolerance and strong yield potential across environments.",
"strengths": [
"Can provide excellent grain quality and test weight",
"Strong roots and stalks provide good standability",
"Has shown good performance on both irrigated and dryland acres",
"Strong drought tolerance allows placement on most acres",
"Avoid using in fields with a history of Goss's Wilt",
"Plant at medium to medium high populations"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "ANTHRACNOSE LEAF BLIGHT",
"value": "-"
},
{
"characteristic": "GRAY LEAF SPOT",
"value": "5"
},
{
"characteristic": "COMMON RUST",
"value": "-"
},
{
"characteristic": "SOUTHERN RUST",
"value": "4"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "3"
},
{
"characteristic": "GOSS'S WILT",
"value": "5"
},
{
"characteristic": "EYE SPOT",
"value": "-"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "4"
},
{
"characteristic": "STEWART'S LEAF BLIGHT",
"value": "-"
},
{
"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": "2"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "3"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med High"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1350"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2880"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "RR2"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "115"
},
{
"characteristic": "PLANTING RATE",
"value": "Med High"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01082166"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "DRYDOWN",
"value": "4"
},
{
"characteristic": "TEST WEIGHT",
"value": "1"
}
]
},
{
"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": "Pink"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "16"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7L_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_JBD_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4H_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3N_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7R_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G2J_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3M_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4N_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4R_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4N_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7B_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_JBR_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3Q_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3A_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 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_DKC65-93 BRAND_DEKALB_US_2026_G4F_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4R_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4G_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3F_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3B_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4B_2"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_J7B_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4F_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3A_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3R_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3F_2"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G1A_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3N_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7H_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G2C_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G1J_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G2U_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4K_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3R_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4Q_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7D_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3Q_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G7P_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3C_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3P_2"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G2K_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_JBG_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_JBQ_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3B_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3P_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Greg Ferguson",
"agronomist_email": "gregory.ferguson@bayer.com",
"variant_id": "CORN_DKC65-93 BRAND_DEKALB_US_2026_G3C_2"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_ROUNDUPREADY2_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc65-93-corn"
],
"sitemap_last_modified": "2026-05-12T14:43:39.715Z",
"fetched_at": "2026-05-25T17:05:57.972538+00:00",
"scraper_version": "0.1.0"
}
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