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seed-mcp/corpus/bayer_seeds/dekalb-k113-01wt.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-k113-01wt",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "K113-01WT BRAND",
"product_id": "CORN_K113-01WT BRAND_DEKALB_US",
"hybrid_prefix": "K113-01WT",
"hybrid_suffix": "BRAND",
"crop": "corn",
"release_year": 2018,
"relative_maturity": "113",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"VT3P"
],
"trait_descriptions": [
"VT Triple Pro/White Corn"
],
"positioning_statement": "K113-01WT Brand is a white corn that brings the versatility to be used in most yield environments. It's agronomics provide the best fit in the Southern and Eastern Corn Belt. Good grain quality and ear health help make this a good choice for the white corn market.",
"strengths": [
"Excellent yield potential across most environments",
"Good ear flex can improve its utility in low yield environments",
"Strong heat and drought stress tolerance help provide yield stability",
"Avoid using this product in areas with a history of Goss's Wilt",
"Avoid using sulfonylurea herbicides on this product",
"Good fit for reduced tillage systems thanks to strong emergence"
],
"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": "7"
},
{
"characteristic": "GOSS'S WILT",
"value": "6"
},
{
"characteristic": "EYE SPOT",
"value": "3"
},
{
"characteristic": "SOUTHERN CORN LEAF BLIGHT",
"value": "3"
},
{
"characteristic": "STEWART'S LEAF BLIGHT",
"value": "3"
},
{
"characteristic": "NORTHERN CORN LEAF BLIGHT - RACE 1",
"value": "3"
}
]
},
{
"label": "GROWTH",
"type": "growth",
"items": [
{
"characteristic": "SEEDLING GROWTH",
"value": "3"
},
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "ROOT STRENGTH",
"value": "3"
},
{
"characteristic": "STALK STRENGTH",
"value": "4"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "2"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "6"
},
{
"characteristic": "PLANT HEIGHT",
"value": "Medium"
},
{
"characteristic": "EAR PLACEMENT",
"value": "Medium"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "GDUS TO MID-POLLINATION",
"value": "1330"
},
{
"characteristic": "GDUS TO BLACK LAYER",
"value": "2830"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "VT3P"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "113"
},
{
"characteristic": "PLANTING RATE",
"value": "Med Low"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01069283"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "5"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "5"
},
{
"characteristic": "DRYDOWN",
"value": "4"
},
{
"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": "W"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plant description",
"items": [
{
"characteristic": "COB COLOR",
"value": "White"
},
{
"characteristic": "KERNEL CAP COLOR",
"value": "White"
},
{
"characteristic": "KERNEL ROW",
"value": "14"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7B_2"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5H_3"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7R_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7D_2"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G2A_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7P_1"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5N_1"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G2M_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G1A_1"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G1J_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7H_1"
},
{
"product_list_name": "Texas -- South of I-10",
"agronomist": "Scott Stanislav",
"agronomist_email": "scott.stanislav@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G2G_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7H_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7B_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7L_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7L_2"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5R_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2026",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7D_1"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5H_1"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5H_2"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Eddie Beasley",
"agronomist_email": "edward.beasley@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7R_2"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5G_3"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5R_1"
},
{
"product_list_name": "Southeast (AL/FL/GA) 2025#2",
"agronomist": "Vint Hicks",
"agronomist_email": "t.hicks@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G7P_2"
},
{
"product_list_name": "2025 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5G_2"
},
{
"product_list_name": "2026 WTX, OK & NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5G_1"
},
{
"product_list_name": "2024 WTX, OK, and NM SEED GUIDE",
"agronomist": "Kagan Randolph",
"agronomist_email": "kagan.randolph@bayer.com",
"variant_id": "CORN_K113-01WT BRAND_DEKALB_US_2026_G5R_3"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/62503_31_MY23_DK_SEED_BAG_RENDERING_VTTRIPLEPRO_A",
"source_urls": [
"https://www.cropscience.bayer.us/corn/dekalb/dekalb-k113-01wt-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:10.703Z",
"fetched_at": "2026-05-25T17:06:50.980486+00:00",
"scraper_version": "0.1.0"
}
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