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seed-mcp/corpus/bayer_seeds/dekalb-dkc64-35rib.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-dkc64-35rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC64-35RIB BRAND BLEND",
"product_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC64-35RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2016,
"relative_maturity": "114",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT2PRIB"
],
"trait_descriptions": [
"VT Double PRO® RIB Complete® corn blend"
],
"positioning_statement": "DKC64-35RIB Brand Blend is an eye-catching hybrid with an extremely good disease tolerance package, grain quality, standability, in addition to outstanding yield potential across environments. It has shown improved yield and agronomics vs existing DEKALB portfolio offerings.",
"strengths": [
"Potential to be the strongest Southern Rust offering in the DEKALB lineup to date",
"Has shown excellent grain quality and test weight",
"Strong stalks and roots give this corn the ability to stand late into the fall",
"Maximize populations to help achieve full yield potential",
"Position in the tough Goss's Wilt fields with confidence",
"Overall foliar disease tolerance package allows placement into the most challenging disease environments"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "ANTHRACNOSE LEAF BLIGHT",
"value": "-"
},
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "COMMON RUST",
"value": "-"
},
{
"characteristic": "SOUTHERN RUST",
"value": "2"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "4"
},
{
"characteristic": "GOSS'S WILT",
"value": "3"
},
{
"characteristic": "EYE SPOT",
"value": "-"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "5"
},
{
"characteristic": "STEWART'S LEAF BLIGHT",
"value": "-"
},
{
"characteristic": "CORN LETHAL NECROSIS",
"value": "-"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "3"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "EMERGENCE",
"value": "5"
},
{
"characteristic": "ROOT STRENGTH",
"value": "1"
},
{
"characteristic": "STALK STRENGTH",
"value": "1"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "3"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "5"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Med Tall"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med High"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1377"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2850"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT2PRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "114"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "DEKALB® DISEASE SHIELD®",
"value": "YES"
},
{
"characteristic": "VARIETY",
"value": "01067332"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "1"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "1"
},
{
"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": "Red"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "Yellow"
},
{
"characteristic": "KERNEL ROW",
"value": "16"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_JBM_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C3H_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2P_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C3M_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C3A_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C8S_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1R_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J6M_1"
},
{
"product_list_name": "2025 Southern Ohio DeKalb and Asgrow",
"agronomist": "Brian Dressback",
"agronomist_email": "brian.dressback@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C9M_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4H_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2G_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4G_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1U_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J6J_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4L_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C8L_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_JBD_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J9H_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_JBR_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2F_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1F_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1P_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_JBQ_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2Q_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2J_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4A_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C3K_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1D_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4K_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_ZB5_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4F_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_JBG_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_J7B_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2M_1"
},
{
"product_list_name": "2025 Southern Ohio DeKalb and Asgrow",
"agronomist": "Brian Dressback",
"agronomist_email": "brian.dressback@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C9P_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2C_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C8K_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C1M_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2H_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C4B_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Jamie Long",
"agronomist_email": "jamie.long@bayer.com",
"variant_id": "CORN_DKC64-35RIB BRAND BLEND_DEKALB_US_2026_C2R_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTDOUBLEPRO_RIBCOMPLETE_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc64-35rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:45.622Z",
"fetched_at": "2026-05-25T17:05:45.593721+00:00",
"scraper_version": "0.1.0"
}
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