Files
seed-mcp/corpus/bayer_seeds/dekalb-dkc119-30rib.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-dkc119-30rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC119-30RIB BRAND BLEND",
"product_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC119-30RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2024,
"relative_maturity": "119",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT4PRIB"
],
"trait_descriptions": [
"VT4PRO™ RIB Complete® Corn Blend"
],
"positioning_statement": "DKC119-30RIB Brand Blend is a 119 RM VT4PRO™ Technology product with excellent yield performance potential and strong stress tolerance to enable broad acre placement.",
"strengths": [
"Excellent yield performance potential with broad east to west adaptation",
"Very strong heat and drought stress tolerance",
"Solid disease tolerance package including Northern Corn Leaf Blight, Gray Leaf Spot, and Anthracnose Stalk Rot",
"Very good greensnap tolerance and Gosss Wilt tolerance enables western movement",
"VT4PRO™ Technology provides enhanced above ground protection with RNAi Technology for corn root worm protection"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "COMMON RUST",
"value": "3"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "3"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "EYE SPOT",
"value": "3"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "2"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "4"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "2"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Med Tall"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Med High"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1400"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2970"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT4PRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "119"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01102500"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "DRYDOWN",
"value": "5"
},
{
"characteristic": "TEST WEIGHT",
"value": "2"
}
]
},
{
"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 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6F_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6J_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J4K_1"
},
{
"product_list_name": "2025 East Central Iowa",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J7N_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5J_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5C_1"
},
{
"product_list_name": "handout2026",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5M_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C1V_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J4Q_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C2F_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBQ_2"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C1H_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6C_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5M_2"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J4L_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J7B_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5C_2"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBQ_1"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_G5R_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J7B_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBG_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C2C_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBD_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JDF_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEF_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEG_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEG_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEF_2"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_G5H_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JDG_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C6K_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEH_2"
},
{
"product_list_name": "2025 East Central Iowa",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J7D_1"
},
{
"product_list_name": "Southwest Iowa 25",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBK_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JDG_2"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C6H_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C2M_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBD_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5L_2"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBR_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JEH_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBM_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JDF_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J5J_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JDC_1"
},
{
"product_list_name": "2025 East Central Iowa",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J7G_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBG_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J9H_1"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_G5G_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C1G_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6M_1"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_JBR_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C2G_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_C6M_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J9D_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC119-30RIB BRAND BLEND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
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