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seed-mcp/corpus/bayer_seeds/dekalb-dkc61-54rib.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-dkc61-54rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC61-54RIB BRAND BLEND",
"product_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC61-54RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2014,
"relative_maturity": "111",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SSRIB"
],
"trait_descriptions": [
"SmartStax® RIB Complete® corn blend"
],
"positioning_statement": "DKC61-54RIB Brand Blend is an agronomically sound choice for a 111 RM product. Its very good Goss's Wilt and greensnap tolerance make it a great Western product. This product is a great choice for dryland or limited irrigation. Planted at higher populations, this product can perform well in high yield environments.",
"strengths": [
"Very good Goss' Wilt tolerance",
"Very good drought stress tolerance and low end stability",
"Very nice overall agronomic package and late season health",
"Can have nice test weight and grain quality",
"Plant higher populations for best top end yield potential",
"Moderate amount of ear flex allows for slightly lower populations on tougher ground",
"Good emergence and seedling vigor allows for early planting",
"Late season health and standability allows for later harvest"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "ANTHRACNOSE LEAF BLIGHT",
"value": "3"
},
{
"characteristic": "GRAY LEAF SPOT",
"value": "5"
},
{
"characteristic": "COMMON RUST",
"value": "3"
},
{
"characteristic": "SOUTHERN RUST",
"value": "5"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "4"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "EYE SPOT",
"value": "3"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "2"
},
{
"characteristic": "STEWART'S LEAF BLIGHT",
"value": "3"
},
{
"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": "2"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "STALK STRENGTH",
"value": "2"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "3"
},
{
"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": "1345"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2775"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SSRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "111"
},
{
"characteristic": "PLANTING RATE",
"value": "Med High"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01052473"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "2"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "2"
},
{
"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": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J5G_2"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC61-54RIB 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_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6D_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6F_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_ZB8_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6B_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_ZB7_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6J_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6C_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9B_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6F_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDF_2"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDF_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_ZBF_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDD_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDB_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9A_2"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J5G_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9D_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J5B_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J6M_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDC_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDA_1"
},
{
"product_list_name": "NE Colorado, SE Wyoming and W. Nebraska",
"agronomist": "Dustin Schmer",
"agronomist_email": "dustin.schmer@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9A_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDG_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_J9C_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_JDG_2"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC61-54RIB BRAND BLEND_DEKALB_US_2026_ZBC_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_SMARTSTAX_RIBCOMPLETE_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-dkc61-54rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:44.112Z",
"fetched_at": "2026-05-25T17:05:03.358368+00:00",
"scraper_version": "0.1.0"
}
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