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seed-mcp/corpus/bayer_seeds/dekalb-dkc64-32.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-dkc64-32",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC64-32 BRAND",
"product_id": "CORN_DKC64-32 BRAND_DEKALB_US",
"hybrid_prefix": "DKC64-32",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2016,
"relative_maturity": "114",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"CONV"
],
"trait_descriptions": [
"Conventional"
],
"positioning_statement": "DKC64-32 Brand 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": "CONV"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "114"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "DEKALB® DISEASE SHIELD®",
"value": "YES"
},
{
"characteristic": "VARIETY",
"value": "01062485"
}
]
},
{
"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": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J6J_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J6M_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J7B_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1P_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1D_2"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBG_2"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4L_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J4F_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4B_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1M_2"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1V_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBD_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_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_DKC64-32 BRAND_DEKALB_US_2026_C3A_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBG_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBM_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBQ_2"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C8L_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J9H_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBR_2"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1G_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1H_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1U_1"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1M_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J4B_1"
},
{
"product_list_name": "Dekalb/Asgrow Seed Guide SE Indiana 2024",
"agronomist": "Megan Taylor",
"agronomist_email": "megan.taylor@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4D_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4K_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C3K_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1F_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C3M_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J7B_2"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C2K_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_ZB5_2"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBD_2"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_ZB5_1"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1D_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C3H_1"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1R_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C8S_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C8K_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4G_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBR_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4H_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_JBQ_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J4H_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C1R_2"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J4P_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J4N_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "CORN_DKC64-32 BRAND_DEKALB_US_2026_C4F_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_FIELDCORN_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc64-32-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:12.285Z",
"fetched_at": "2026-05-25T17:05:41.322262+00:00",
"scraper_version": "0.1.0"
}
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