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seed-mcp/corpus/bayer_seeds/dekalb-dkc63-56.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-dkc63-56",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC63-56 BRAND",
"product_id": "CORN_DKC63-56 BRAND_DEKALB_US",
"hybrid_prefix": "DKC63-56",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2022,
"relative_maturity": "113",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"RR2"
],
"trait_descriptions": [
"Roundup Ready® Corn 2"
],
"positioning_statement": "DKC63-56 Brand is a broadly adapted product that has shown strong yield potential across environments. Solid agronomics and disease tolerance package help make this a very versatile product in most geographies.",
"strengths": [
"Good late season intactness and harvest appearance",
"Very good grain quality with potential to be used in food grade markets",
"Has shown excellent standability",
"Has capability to flex at reduced planting populations",
"Ability to yield in productive environments as well as stressed conditions",
"Area of adaptability can range from 110 throughout 115 RM"
],
"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": "2"
},
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"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": "1330"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2825"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "RR2"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "113"
},
{
"characteristic": "PLANTING RATE",
"value": "Med Low"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01083096"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "TEST WEIGHT",
"value": "3"
}
]
},
{
"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": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4K_3"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7B_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7H_2"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G1A_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4K_2"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 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_DKC63-56 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4H_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7B_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7R_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 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_DKC63-56 BRAND_DEKALB_US_2026_G4F_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7P_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7D_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4Q_3"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4R_2"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4H_3"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4A_3"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G1J_1"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4N_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7L_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7R_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7H_1"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4Q_2"
},
{
"product_list_name": "Eastern NC & Southeast VA",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4D_2"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4G_3"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4N_2"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4R_3"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7L_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4N_3"
},
{
"product_list_name": "2025 Seed Guide",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 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_DKC63-56 BRAND_DEKALB_US_2026_G4K_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7D_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G7P_2"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4G_2"
},
{
"product_list_name": "2026 CAROLINAS PIEDMONT",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4D_3"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4A_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4G_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4B_3"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4H_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-56 BRAND_DEKALB_US_2026_G4F_3"
}
],
"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-dkc63-56-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:25.765Z",
"fetched_at": "2026-05-25T17:05:25.122012+00:00",
"scraper_version": "0.1.0"
}
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