Files
seed-mcp/corpus/bayer_seeds/dekalb-dkc111-61rib.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

660 lines
22 KiB
JSON

{
"source": "bayer_seeds",
"source_key": "dekalb-dkc111-61rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC111-61RIB BRAND BLEND",
"product_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC111-61RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2026,
"relative_maturity": "111",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT4PRIB"
],
"trait_descriptions": [
"VT4PRO™ RIB Complete® Corn Blend"
],
"positioning_statement": "DKC111-61 brand is a standout in the DEKALB® brand portfolio, delivering exceptional yield performance potential across all regions and boasts strong stress tolerance, excellent root strength, and very good stalk strength. ",
"strengths": [
"Excellent yield performance potential with an attractive field appearance",
"Excellent roots and very good stalk strength",
"Good response to fungicide.",
"Performs well in Medium to High Populations",
"Very good drought stress tolerance"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "COMMON RUST",
"value": "3"
},
{
"characteristic": "SOUTHERN RUST",
"value": "4"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "2"
},
{
"characteristic": "GOSS'S WILT",
"value": "5"
},
{
"characteristic": "EYE SPOT",
"value": "3"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "4"
},
{
"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": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "2"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Medium"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1360"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2800"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT4PRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "111"
},
{
"characteristic": "PLANTING RATE",
"value": "Med High"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01110943"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"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": "16"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3M_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J3Q_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_ZBI_1"
},
{
"product_list_name": "2026 EAST CENTRAL IOWA",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J7D_1"
},
{
"product_list_name": "2026 EAST CENTRAL IOWA",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J7G_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3A_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J5J_1"
},
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3N_1"
},
{
"product_list_name": "Southwest Iowa 26 Dekalb Asgrow",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JBK_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J6C_2"
},
{
"product_list_name": "2026 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J7F_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J3B_1"
},
{
"product_list_name": "Southwest Iowa 26 Dekalb Asgrow",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JBC_3"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Scott Johnson",
"agronomist_email": "scott.johnson1@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J3M_1"
},
{
"product_list_name": "2026 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C5M_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_ZBM_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_ZBL_1"
},
{
"product_list_name": "Southwest Iowa 26 DK AG AAron",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JBC_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8J_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J5M_1"
},
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3K_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JDG_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8A_1"
},
{
"product_list_name": "2026 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J7J_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_ZB5_1"
},
{
"product_list_name": "2025 South Dakota Product Guide",
"agronomist": "Gary Hegg",
"agronomist_email": "gary.hegg@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_ZBJ_1"
},
{
"product_list_name": "2026 Washington, Oregon, SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G6B_2"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8C_1"
},
{
"product_list_name": "2026 Washington, Oregon, SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G6C_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J4M_1"
},
{
"product_list_name": "2026 IDAHO, UTAH SEED GUIDE",
"agronomist": "Dave Heimkes",
"agronomist_email": "david.heimkes@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G6B_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J7B_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8L_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C1R_1"
},
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3H_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J5L_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8B_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Scott Johnson",
"agronomist_email": "scott.johnson1@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J3N_1"
},
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C4C_1"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G5G_1"
},
{
"product_list_name": "Southwest Grain Corn Guide",
"agronomist": "Jason Mast",
"agronomist_email": "jason.mast@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G6E_1"
},
{
"product_list_name": "2027 Eastern Missouri Seed Guide",
"agronomist": "Corey Sokol",
"agronomist_email": "corey.sokol@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C3J_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JBM_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J4L_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J4Q_1"
},
{
"product_list_name": "handout2026",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J3G_1"
},
{
"product_list_name": "Southwest Grain Corn Guide",
"agronomist": "Jason Mast",
"agronomist_email": "jason.mast@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G6D_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JDF_1"
},
{
"product_list_name": "2026 South Dakota Product Guide",
"agronomist": "Jeff Spieler",
"agronomist_email": "jeff.spieler@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J8F_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_J4K_1"
},
{
"product_list_name": "2026 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C5D_1"
},
{
"product_list_name": "Southwest Iowa 26 DK AG Ohara 2",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_JBC_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C1D_1"
},
{
"product_list_name": "2026 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C5J_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_C1M_1"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_DKC111-61RIB BRAND BLEND_DEKALB_US_2026_G5H_1"
},
{
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