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seed-mcp/corpus/bayer_seeds/dekalb-dkc68-95.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-dkc68-95",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC68-95 BRAND",
"product_id": "CORN_DKC68-95 BRAND_DEKALB_US",
"hybrid_prefix": "DKC68-95",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2022,
"relative_maturity": "118",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SS"
],
"trait_descriptions": [
"SmartStax®"
],
"positioning_statement": "DKC68-95 Brand is a 118 RM hybrid that can deliver excellent yield potential along with performance stability on a shorter stature plant chassis with very good husk cover, grain quality and test weight. An attractive fuller canopy type of product; it can offer flexibility and versatility across all soil types and crop rotations. ",
"strengths": [
"Hybrid has showcased very good emergence and seedling vigor",
"Product has shown strong Southern Rust and very good Southern Corn Leaf Blight tolerance for excellent southern movement",
"Excellent root and very good stalk strength",
"Wide fuller canopy to benefit wider planting row configurations",
"Medium plant and ear height has been displayed by this hybrid",
"Has shown very good grain quality and test weight",
"Product has shown a semi-fixed ear type with girth and prefers medium to medium high planting populations",
"Avoid utilization in fields with a history of Goss's Wilt; Western corn belt movement limited",
"Slower drydown as product moves North"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "3"
},
{
"characteristic": "SOUTHERN RUST",
"value": "3"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "3"
},
{
"characteristic": "GOSS'S WILT",
"value": "6"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "2"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "5"
}
]
},
{
"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": "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": "1390"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2960"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SS"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "118"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01087039"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "DRYDOWN",
"value": "4"
},
{
"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": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2K_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7B_2"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4D_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7H_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7P_2"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2C_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 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_DKC68-95 BRAND_DEKALB_US_2026_G4B_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4R_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4G_2"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2G_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-95 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_DKC68-95 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_DKC68-95 BRAND_DEKALB_US_2026_G4F_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7R_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7P_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-95 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_DKC68-95 BRAND_DEKALB_US_2026_G7D_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7R_2"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2J_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-95 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_DKC68-95 BRAND_DEKALB_US_2026_G7L_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7H_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4D_2"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4G_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7B_1"
},
{
"product_list_name": "South Carolina/ SE North Carolina",
"agronomist": "Zachary Webb",
"agronomist_email": "zachary.webb@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4Q_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4K_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G7L_1"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2A_1"
},
{
"product_list_name": "North and Central TX",
"agronomist": "Steve Carlson",
"agronomist_email": "steve.carlson@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2U_1"
},
{
"product_list_name": "Carolina's",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4A_1"
},
{
"product_list_name": "CAROLINAS/SE VIRGINIA",
"agronomist": "Jim Kiser",
"agronomist_email": "james.kiser@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G4A_2"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_DKC68-95 BRAND_DEKALB_US_2026_G2M_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_SMARTSTAX_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc68-95-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:56.748Z",
"fetched_at": "2026-05-25T17:06:36.090708+00:00",
"scraper_version": "0.1.0"
}
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