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seed-mcp/corpus/bayer_seeds/dekalb-dkc64-64rib.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-dkc64-64rib",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DKC64-64RIB BRAND BLEND",
"product_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US",
"hybrid_prefix": "DKC64-64RIB",
"hybrid_suffix": "BRAND BLEND",
"crop": "corn",
"release_year": 2021,
"relative_maturity": "114",
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"SSRIB"
],
"trait_descriptions": [
"SmartStax® RIB Complete® corn blend"
],
"positioning_statement": "DKC64-64RIB Brand Blend is a high performing hybrid that has shown very good yield stability. Typically a moderate plant height with very good standability, it can provide good harvest timing flexibility.",
"strengths": [
"Broadly adapted through the 110 and 115 RM zone",
"Has shown very good emergence and early season vigor",
"Best positioned on medium to high yield environments",
"Can provide very good greensnap tolerance and Goss's Wilt tolerance for western geographies",
"Has shown very good stalk and root strength",
"Has shown strong performance in corn following corn rotations",
"A fungicide application may benefit performance in fields where Southern Rust is prominent"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "GRAY LEAF SPOT",
"value": "4"
},
{
"characteristic": "SOUTHERN RUST",
"value": "6"
},
{
"characteristic": "ANTHRACNOSE STALK ROT",
"value": "4"
},
{
"characteristic": "GOSS'S WILT",
"value": "4"
},
{
"characteristic": "SOUTHERN CORN 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": "2"
},
{
"characteristic": "ROOT STRENGTH",
"value": "2"
},
{
"characteristic": "STALK STRENGTH",
"value": "3"
},
{
"characteristic": "DROUGHT TOLERANCE",
"value": "3"
},
{
"characteristic": "GREENSNAP TOLERANCE",
"value": "3"
},
{
"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": "2835"
},
{
"characteristic": "VALUE ADDED TRAIT",
"value": "SSRIB"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "114"
},
{
"characteristic": "PLANTING RATE",
"value": "Medium"
},
{
"characteristic": "NEW PRODUCT",
"value": "NO"
},
{
"characteristic": "VARIETY",
"value": "01085023"
}
]
},
{
"label": "HARVEST",
"type": "harvest",
"items": [
{
"characteristic": "STAYGREEN",
"value": "3"
},
{
"characteristic": "HARVEST APPEARANCE",
"value": "3"
},
{
"characteristic": "DRYDOWN",
"value": "3"
},
{
"characteristic": "TEST WEIGHT",
"value": "4"
}
]
},
{
"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": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3Q_2"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JDG_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3G_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBG_2"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4Q_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C2F_1"
},
{
"product_list_name": "2024-2025 Dekalb Seed Guide",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBG_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JDG_2"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4K_1"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4N_2"
},
{
"product_list_name": "Southwest Iowa 26 DK AG AAron",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBC_2"
},
{
"product_list_name": "Northwest Kansas & Colorado 2025",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J5F_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C8L_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Scott Johnson",
"agronomist_email": "scott.johnson1@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3M_1"
},
{
"product_list_name": "Southwest Iowa 26 Dekalb Asgrow",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBK_1"
},
{
"product_list_name": "2025 Southern Ohio DeKalb and Asgrow",
"agronomist": "Brian Dressback",
"agronomist_email": "brian.dressback@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C9P_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_ZB7_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JDD_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C3H_1"
},
{
"product_list_name": "2025 East Central Iowa",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J7G_3"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JDC_1"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC64-64RIB 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_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_ZBF_1"
},
{
"product_list_name": "DRINNERT 2025 Northwest Iowa Seed Guide",
"agronomist": "Dustin Rinnert",
"agronomist_email": "dustin.rinnert@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4L_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1H_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4F_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3B_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C3A_2"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J9B_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBQ_2"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JDA_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C3M_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C2G_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3B_2"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J6F_1"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3D_1"
},
{
"product_list_name": "Southwest Iowa 26 DK AG Ohara 2",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_JBC_1"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4H_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1D_1"
},
{
"product_list_name": "2026 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J9C_1"
},
{
"product_list_name": "2025 East Central Iowa",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J7N_2"
},
{
"product_list_name": "2026 EAST CENTRAL IOWA",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J7G_1"
},
{
"product_list_name": "2025 Southwest Nebraska Seed Guide",
"agronomist": "John Skalsky",
"agronomist_email": "john.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J9C_2"
},
{
"product_list_name": "2025 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4N_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C3A_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1G_1"
},
{
"product_list_name": "2023 NORTHEAST IOWA Duplicate",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J7G_2"
},
{
"product_list_name": "2026 EAST CENTRAL IOWA",
"agronomist": "Lance Goettsch",
"agronomist_email": "lance.goettsch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J7D_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J9D_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C8S_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1P_1"
},
{
"product_list_name": "Northeast Iowa 2025",
"agronomist": "Rich Judge",
"agronomist_email": "richard.judge@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3G_2"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4H_2"
},
{
"product_list_name": "2023 Northwest Iowa Seed Guide",
"agronomist": "Jim McDermott",
"agronomist_email": "jim.mcdermott@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J4P_2"
},
{
"product_list_name": "Northeast Iowa 2026",
"agronomist": "Scott Johnson",
"agronomist_email": "scott.johnson1@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_J3N_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1M_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_C1R_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "CORN_DKC64-64RIB BRAND BLEND_DEKALB_US_2026_ZB5_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
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},
{
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{
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{
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},
{
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{
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},
{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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{
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],
"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-dkc64-64rib-corn"
],
"sitemap_last_modified": "2026-05-12T14:41:16.245Z",
"fetched_at": "2026-05-25T17:05:46.603080+00:00",
"scraper_version": "0.1.0"
}
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