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75f714b454e0ec8b9daf3a78f7897df16bffae94
seed-mcp/corpus/bayer_seeds/asgrow-ag36xf4.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": "asgrow-ag36xf4",
"vendor": "Bayer",
"brand": "ASGROW",
"product_name": "AG36XF4 BRAND",
"product_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US",
"hybrid_prefix": "AG36XF4",
"hybrid_suffix": "BRAND",
"crop": "soybeans",
"release_year": 2024,
"relative_maturity": null,
"maturity_group": "3.6",
"wheat_class": null,
"trait_stack": [
"XF"
],
"trait_descriptions": [
"XtendFlex"
],
"positioning_statement": "Asgrow® AG36XF4 brand is a 3.6 RM XtendFlex® soybean with excellent yield potential. Defensive traits include resistance to SCN and tolerance to several important soybean diseases.",
"strengths": [
"Medium tall plant with average standability",
"Resistance to soybean cyst nematode",
"Phytophthora rot protection from the Rps1c gene and very good field tolerance",
"Good tolerance to SDS and southern stem canker"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "SOUTHERN ROOT KNOT (M. INCOGNITA)",
"value": "-"
},
{
"characteristic": "SOYBEAN CYST NEMATODE",
"value": "R3"
},
{
"characteristic": "PRR RESISTANCE",
"value": "Rps1c"
},
{
"characteristic": "PRR FIELD TOLERANCE",
"value": "4"
},
{
"characteristic": "WHITE MOLD",
"value": "4"
},
{
"characteristic": "SUDDEN DEATH SYNDROME",
"value": "4"
},
{
"characteristic": "FROGEYE LEAF SPOT",
"value": "5"
},
{
"characteristic": "SOUTHERN STEM CANKER",
"value": "3"
}
]
},
{
"label": "SENSITIVITY",
"type": "sensitivity",
"items": [
{
"characteristic": "CHLORIDE SENSITIVITY",
"value": "Inc"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "3"
},
{
"characteristic": "VARIETY CODE",
"value": "1106460"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plantDescription",
"items": [
{
"characteristic": "GROWTH HABIT",
"value": "Indeterminate"
},
{
"characteristic": "HILUM COLOR",
"value": "IB"
},
{
"characteristic": "OIL CONTENT",
"value": "21.7"
},
{
"characteristic": "POD WALL COLOR",
"value": "BR"
},
{
"characteristic": "PROTEIN CONTENT",
"value": "39.7"
},
{
"characteristic": "QUALITY TRAIT",
"value": "-"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "3.6"
},
{
"characteristic": "HERBICIDE TOLERANT TRAIT",
"value": "XF"
},
{
"characteristic": "CANOPY",
"value": "MB"
},
{
"characteristic": "FLOWER COLOR",
"value": "Purple"
},
{
"characteristic": "PUBESCENCE COLOR",
"value": "G"
},
{
"characteristic": "PLANT HEIGHT CATEGORY",
"value": "MT"
}
]
},
{
"label": "PRODUCTION",
"type": "production",
"items": [
{
"characteristic": "EMERGENCE",
"value": "2"
},
{
"characteristic": "STANDABILITY",
"value": "4"
},
{
"characteristic": "NO-TILL ADAPTABILITY",
"value": "1"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C4H_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEG_1"
},
{
"product_list_name": "2025 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J7J_2"
},
{
"product_list_name": "Mid Atlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C6G_1"
},
{
"product_list_name": "2025 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J7C_2"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8B_1"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C4L_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8K_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J5M_2"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_ZB5_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C3H_2"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C3K_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C3A_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8F_2"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C1R_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C1M_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C5P_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEH_1"
},
{
"product_list_name": "Chris 2026 handout",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J6B_1"
},
{
"product_list_name": "2026 Ohio Dekalb & Asgrow Guide",
"agronomist": "Brian Dressback",
"agronomist_email": "brian.dressback@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C9M_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C4A_2"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C5D_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C4L_2"
},
{
"product_list_name": "2026 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JDG_1"
},
{
"product_list_name": "Southwest Iowa 26 Dekalb Asgrow",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JBC_3"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C5K_2"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C1V_1"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C5M_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JDD_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8A_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEH_2"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8S_1"
},
{
"product_list_name": "2024 Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C9H_3"
},
{
"product_list_name": "2026 Eastern Ohio DEKALB & Asgrow Guide",
"agronomist": "Brad Miller",
"agronomist_email": "brad.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C9A_3"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8A_1"
},
{
"product_list_name": "Southwest Iowa 26 DK AG AAron",
"agronomist": "John Swalwell",
"agronomist_email": "john.swalwell@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JBC_2"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C6L_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J6D_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Jason Skalsky",
"agronomist_email": "Jason.skalsky@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JDB_1"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8C_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_ZBF_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C3K_2"
},
{
"product_list_name": "2025 SEED GUIDE",
"agronomist": "Luke Miller",
"agronomist_email": "luke.miller@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C5J_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEC_2"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_ZB8_1"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J6J_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JBQ_2"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C2F_1"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J5L_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8L_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEE_2"
},
{
"product_list_name": "Mid Atlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C6H_1"
},
{
"product_list_name": "Northwest Kansas & Colorado 2026",
"agronomist": "David Brachtenbach",
"agronomist_email": "david.brachtenbach@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J5B_1"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C6F_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J6F_2"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C1M_2"
},
{
"product_list_name": "2026 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J7J_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C1H_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C3H_1"
},
{
"product_list_name": "Western Missouri",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_C8L_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J9H_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JDG_2"
},
{
"product_list_name": "2026 Southeast Iowa Seed Guide",
"agronomist": "Terry Mente",
"agronomist_email": "terry.mente@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J7F_1"
},
{
"product_list_name": "2025 SEED GUIDE",
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"product_list_name": "2025 Kentucky Seed Guide",
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"product_list_name": "2026 Kentucky Seed Guide",
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"product_list_name": "Southern Illinois Seed Guide",
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"product_list_name": "2024-2025 Dekalb Seed Guide",
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"product_list_name": "2025 SEED GUIDE",
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"product_list_name": "2026 Kentucky Seed Guide",
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"product_list_name": "2025 Northern Indiana Seed Guide",
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"product_list_name": "2026 Kentucky Seed Guide",
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"product_list_name": "2026 Seed Guide",
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"product_list_name": "2024 Northern IL Local Recommendations",
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"product_list_name": "Southwest Iowa 26 DK AG Ohara 2",
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"product_list_name": "2025 Northeast Seed Guide",
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"product_list_name": "2026 Southeast Iowa Seed Guide",
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"product_list_name": "2025 Kentucky Seed Guide",
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"product_list_name": "2026 Seed Guide",
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{
"product_list_name": "2025 SEED GUIDE",
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{
"product_list_name": "Chris 2026 handout",
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"product_list_name": "2025 South Central/Southwest KS Guide",
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"product_list_name": "Northwest Kansas & Colorado 2026",
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"product_list_name": "2025 SEED GUIDE",
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"product_list_name": "2026 South Central/Southwest KS Guide",
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{
"product_list_name": "2026 E Central, Central & Northern NE",
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{
"product_list_name": "2026 KS and MO",
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"product_list_name": "2024-25 Central Kansas",
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{
"product_list_name": "2024 Northern IL Local Recommendations",
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"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_ZBC_1"
},
{
"product_list_name": "Southwest Iowa 24",
"agronomist": "Andrew Penney",
"agronomist_email": "andrew.penney@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J7B_2"
},
{
"product_list_name": "2026 Seed Guide",
"agronomist": "Nora Schultz",
"agronomist_email": "nora.schultz@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JBQ_1"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JEE_1"
},
{
"product_list_name": "2025 E Central, Central & Northern NE",
"agronomist": "Josh Erwin",
"agronomist_email": "josh.erwin@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_JDF_2"
},
{
"product_list_name": "2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA",
"agronomist": "Steven Johnsen",
"agronomist_email": "steven.johnsen@bayer.com",
"variant_id": "SOYBEANS_AG36XF4 BRAND_ASGROW_US_2026_J6M_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/Asgrow_SeedBag_60267_2_B",
"source_urls": [
"https://www.cropscience.bayer.us/soybeans/asgrow/asgrow-ag36xf4-soybeans"
],
"sitemap_last_modified": "2026-05-12T14:41:08.676Z",
"fetched_at": "2026-05-25T16:59:51.296716+00:00",
"scraper_version": "0.1.0"
}
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