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seed-mcp/corpus/bayer_seeds/dekalb-dkc63-91.json
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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-dkc63-91",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC63-91 BRAND",
"product_id": "CORN_DKC63-91 BRAND_DEKALB_US",
"hybrid_prefix": "DKC63-91",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2020,
"relative_maturity": "113",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT2P"
],
"trait_descriptions": [
"VT Double PRO®"
],
"positioning_statement": "DKC63-91 Brand is a broadly adaptable 113 RM product with high yield potential and very good Goss's Wilt tolerance. Additional strengths of this product include a nice late season appearance and strong standability. ",
"strengths": [
"Has shown stable performance across environments",
"Can stand well late into the season due to strong stalks and roots",
"Has exhibited very good greensnap tolerance",
"May benefit from a foliar fungicide in areas where Southern Rust is a concern",
"Adaptable to both dryland and irrigated environments",
"Can be planted across a range of populations"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "5"
},
{
"characteristic": "SOUTHERN RUST",
"value": "6"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "4"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "2"
},
{
"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": "4"
},
{
"characteristic": "STALK STRENGTH",
"value": "4"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "3"
},
{
"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": "1325"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2825"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT2P"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "113"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01076039"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "4"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "TEST WEIGHT",
"value": "5"
}
]
},
{
"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": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 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_DKC63-91 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_DKC63-91 BRAND_DEKALB_US_2026_G5T_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G5Q_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4R_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4G_2"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4D_2"
},
{
"product_list_name": "2026 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G6B_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4K_2"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4A_2"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4H_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 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_DKC63-91 BRAND_DEKALB_US_2026_G4K_1"
},
{
"product_list_name": "West Texas Cotton Growing Region",
"agronomist": "Corey Thompson",
"agronomist_email": "corey.thompson@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G5N_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC63-91 BRAND_DEKALB_US_2026_G4N_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTDOUBLEPRO_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc63-91-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:05.508Z",
"fetched_at": "2026-05-25T17:05:31.114125+00:00",
"scraper_version": "0.1.0"
}
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