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seed-mcp/corpus/bayer_seeds/asgrow-ag42xf1.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-ag42xf1",
"vendor": "Bayer",
"brand": "ASGROW",
"product_name": "AG42XF1 BRAND",
"product_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US",
"hybrid_prefix": "AG42XF1",
"hybrid_suffix": "BRAND",
"crop": "soybeans",
"release_year": 2021,
"relative_maturity": null,
"maturity_group": "4.2",
"wheat_class": null,
"trait_stack": [
"XF/SR"
],
"trait_descriptions": [
"XtendFlex/SR"
],
"positioning_statement": "Asgrow® AG42XF1 brand is a 4.2 RM XtendFlex® soybean that is adapted across maturity group 4 growing regions. AG42XF1 carries resistance to SCN and Phytophthora as well as tolerance to southern stem canker.",
"strengths": [
"Tall plant with ability to maintain height under tough growing conditions.",
"Phytophthora protection from the Rps1c gene and good field tolerance",
"Very good tolerance to southern stem canker",
"Average tolerance to sudden death syndrome"
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "SOUTHERN ROOT KNOT (M. INCOGNITA)",
"value": "S"
},
{
"characteristic": "SOYBEAN CYST NEMATODE",
"value": "R3"
},
{
"characteristic": "PRR RESISTANCE",
"value": "Rps1c"
},
{
"characteristic": "PRR FIELD TOLERANCE",
"value": "5"
},
{
"characteristic": "SUDDEN DEATH SYNDROME",
"value": "5"
},
{
"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": "4"
},
{
"characteristic": "VARIETY CODE",
"value": "1083654"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plantDescription",
"items": [
{
"characteristic": "GROWTH HABIT",
"value": "Indeterminate"
},
{
"characteristic": "HILUM COLOR",
"value": "IB"
},
{
"characteristic": "OIL CONTENT",
"value": "21.6"
},
{
"characteristic": "POD WALL COLOR",
"value": "TN"
},
{
"characteristic": "PROTEIN CONTENT",
"value": "39.4"
},
{
"characteristic": "QUALITY TRAIT",
"value": "-"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "4.2"
},
{
"characteristic": "HERBICIDE TOLERANT TRAIT",
"value": "XF/SR"
},
{
"characteristic": "CANOPY",
"value": "MB"
},
{
"characteristic": "FLOWER COLOR",
"value": "Purple"
},
{
"characteristic": "PUBESCENCE COLOR",
"value": "G"
},
{
"characteristic": "PLANT HEIGHT CATEGORY",
"value": "T"
}
]
},
{
"label": "PRODUCTION",
"type": "production",
"items": [
{
"characteristic": "EMERGENCE",
"value": "2"
},
{
"characteristic": "STANDABILITY",
"value": "4"
},
{
"characteristic": "NO-TILL ADAPTABILITY",
"value": "1"
},
{
"characteristic": "IRON CHLOROSIS",
"value": "5"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2G_1"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6J_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
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"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2J_1"
},
{
"product_list_name": "Western Missouri",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8L_2"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8F_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5M_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEG_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEF_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8C_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2F_2"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5M_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
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"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2M_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2G_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2M_3"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5J_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2C_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2H_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6K_1"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8B_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2P_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2C_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2M_1"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6L_2"
},
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"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
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"agronomist_email": "jamie.long@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2R_1"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5J_2"
},
{
"product_list_name": "Western Missouri",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8S_2"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5J_3"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6F_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEF_2"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEA_2"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8A_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8K_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2C_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2F_3"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5C_2"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8F_2"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6L_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8A_2"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JED_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEG_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5L_3"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEA_1"
},
{
"product_list_name": "2025 Northeast Seed Guide",
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"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6J_2"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JED_2"
},
{
"product_list_name": "Eastern Missouri 2026",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8C_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEH_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6G_1"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEB_2"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEE_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2Q_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2F_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6H_1"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEB_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C2G_3"
},
{
"product_list_name": "2025 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEC_2"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6F_2"
},
{
"product_list_name": "Western Missouri",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8K_2"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5M_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5C_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEH_2"
},
{
"product_list_name": "2025 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5L_2"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEE_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8L_1"
},
{
"product_list_name": "2026 KS and MO",
"agronomist": "Molly Drimmel",
"agronomist_email": "molly.drimmel@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_JEC_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C6M_1"
},
{
"product_list_name": "Eastern Missouri 2025",
"agronomist": "Joe Harris",
"agronomist_email": "joe.harris@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8B_2"
},
{
"product_list_name": "2026 South Central/Southwest KS Guide",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_J5L_1"
},
{
"product_list_name": "Northwest Missouri 2025",
"agronomist": "Jody Foutch",
"agronomist_email": "jody.foutch@bayer.com",
"variant_id": "SOYBEANS_AG42XF1 BRAND_ASGROW_US_2026_C8S_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-ag42xf1-soybeans"
],
"sitemap_last_modified": "2026-05-12T14:43:30.980Z",
"fetched_at": "2026-05-25T17:00:00.950014+00:00",
"scraper_version": "0.1.0"
}
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