justin
75f714b454
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>
401 lines
12 KiB
JSON
401 lines
12 KiB
JSON
{
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"source": "bayer_seeds",
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"source_key": "asgrow-ag47xf6",
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"vendor": "Bayer",
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"brand": "ASGROW",
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"product_name": "AG47XF6 BRAND",
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"product_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US",
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"hybrid_prefix": "AG47XF6",
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"hybrid_suffix": "BRAND",
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"crop": "soybeans",
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"release_year": 2026,
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"relative_maturity": null,
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"maturity_group": "4.7",
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"wheat_class": null,
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"trait_stack": [
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"XF/SR"
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],
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"trait_descriptions": [
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"XtendFlex/SR"
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],
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"positioning_statement": "Asgrow® AG47XF6 brand is a 4.7 RM XtendFlex® soybean with SR® herbicide tolerance. AG47XF6 brand has impressive disease profile with tolerances to sudden death syndrome, southern stem canker, frog eye leaf spot and Phytophthora root rot. ",
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"strengths": [
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"1) Tall plant with average standability.",
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"2) Excellent tolerance to sudden death syndrome and southern stem canker.",
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"3) Very good frog eye leaf spot tolerance.",
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"4) Good tolerance to Phytophthora root rot.",
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"5) SR® trait for tolerance to certain sulfonylurea herbicides.",
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"6) Chloride excluder."
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],
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"characteristics_groups": [
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{
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"label": "DISEASE RATINGS",
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"type": "disease ratings",
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"items": [
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{
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"characteristic": "SOUTHERN ROOT KNOT (M. INCOGNITA)",
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"value": "S"
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},
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{
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"characteristic": "SOYBEAN CYST NEMATODE",
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"value": "R3"
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},
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{
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"characteristic": "PRR RESISTANCE",
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"value": "Rps1c"
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},
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{
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"characteristic": "PRR FIELD TOLERANCE",
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"value": "4"
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},
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{
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"characteristic": "SUDDEN DEATH SYNDROME",
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"value": "3"
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},
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{
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"characteristic": "FROGEYE LEAF SPOT",
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"value": "3"
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},
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{
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"characteristic": "SOUTHERN STEM CANKER",
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"value": "2"
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}
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]
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},
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{
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"label": "SENSITIVITY",
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"type": "sensitivity",
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"items": [
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{
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"characteristic": "CHLORIDE SENSITIVITY",
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"value": "Exc"
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}
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]
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},
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{
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"label": "MANAGEMENT",
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"type": "management",
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"items": [
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{
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"characteristic": "MATURITY GROUP",
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"value": "4"
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},
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{
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"characteristic": "VARIETY CODE",
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"value": "01113220"
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}
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]
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},
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{
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"label": "PLANT DESCRIPTION",
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"type": "plantDescription",
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"items": [
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{
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"characteristic": "GROWTH HABIT",
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"value": "Indeterminate"
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},
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{
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"characteristic": "HILUM COLOR",
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"value": "BL"
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},
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{
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"characteristic": "OIL CONTENT",
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"value": "21.30"
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},
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{
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"characteristic": "POD WALL COLOR",
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"value": "BR"
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},
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{
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"characteristic": "PROTEIN CONTENT",
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"value": "39.1"
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},
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{
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"characteristic": "RELATIVE MATURITY",
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"value": "4.7"
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},
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{
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"characteristic": "HERBICIDE TOLERANT TRAIT",
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"value": "XF/SR"
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},
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{
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"characteristic": "CANOPY",
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"value": "M"
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},
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{
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"characteristic": "FLOWER COLOR",
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"value": "Purple"
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},
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{
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"characteristic": "PUBESCENCE COLOR",
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"value": "LT"
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},
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{
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"characteristic": "PLANT HEIGHT CATEGORY",
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"value": "T"
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}
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]
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},
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{
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"label": "PRODUCTION",
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"type": "production",
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"items": [
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{
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"characteristic": "EMERGENCE",
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"value": "2"
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},
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{
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"characteristic": "STANDABILITY",
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"value": "4"
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},
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{
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"characteristic": "NO-TILL ADAPTABILITY",
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"value": "1"
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},
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{
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"characteristic": "IRON CHLOROSIS",
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"value": "5"
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}
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]
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}
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],
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"_scale_direction": "1-9 (9 = best)",
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"regional_recommendations": [
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1C_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1G_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026",
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"agronomist": "Eddie Beasley",
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"agronomist_email": "edward.beasley@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7R_1"
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},
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{
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"product_list_name": "Eastern Missouri 2026",
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"agronomist": "Joe Harris",
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"agronomist_email": "joe.harris@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8F_1"
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},
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{
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"product_list_name": "2026 KS and MO",
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"agronomist": "Molly Drimmel",
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"agronomist_email": "molly.drimmel@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEC_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026#2",
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"agronomist": "Vint Hicks",
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"agronomist_email": "t.hicks@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7P_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1R_1"
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},
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{
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"product_list_name": "Eastern Missouri 2026",
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"agronomist": "Joe Harris",
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"agronomist_email": "joe.harris@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8B_1"
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},
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{
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"product_list_name": "Western Missouri",
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"agronomist": "Jody Foutch",
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"agronomist_email": "jody.foutch@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8K_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1D_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3R_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3C_1"
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},
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{
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"product_list_name": "Eastern Missouri 2026",
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"agronomist": "Joe Harris",
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"agronomist_email": "joe.harris@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8C_1"
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},
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{
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"product_list_name": "2026 KS and MO",
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"agronomist": "Molly Drimmel",
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"agronomist_email": "molly.drimmel@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEB_1"
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},
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{
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"product_list_name": "Western Missouri",
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"agronomist": "Jody Foutch",
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"agronomist_email": "jody.foutch@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8L_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026#2",
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"agronomist": "Vint Hicks",
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"agronomist_email": "t.hicks@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7H_1"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEH_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3F_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3P_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026",
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"agronomist": "Eddie Beasley",
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"agronomist_email": "edward.beasley@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7D_1"
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},
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{
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"product_list_name": "Eastern Missouri 2026",
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"agronomist": "Joe Harris",
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"agronomist_email": "joe.harris@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8A_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026#2",
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"agronomist": "Vint Hicks",
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"agronomist_email": "t.hicks@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7B_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1Q_1"
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},
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{
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"product_list_name": "Southeast (AL/FL/GA) 2026",
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"agronomist": "Eddie Beasley",
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"agronomist_email": "edward.beasley@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G7L_1"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEG_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3B_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3N_1"
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},
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{
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"product_list_name": "2026 KS and MO",
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"agronomist": "Molly Drimmel",
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"agronomist_email": "molly.drimmel@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JED_1"
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},
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{
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"product_list_name": "Western Missouri",
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"agronomist": "Jody Foutch",
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"agronomist_email": "jody.foutch@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_C8S_1"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_J5C_1"
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},
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{
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"product_list_name": "2026 KS and MO",
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"agronomist": "Molly Drimmel",
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"agronomist_email": "molly.drimmel@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEE_1"
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},
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{
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"product_list_name": "2026 KS and MO",
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"agronomist": "Molly Drimmel",
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"agronomist_email": "molly.drimmel@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEA_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1H_1"
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},
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{
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"product_list_name": "North Delta 2026",
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"agronomist": "Josh Rupard",
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"agronomist_email": "josh.rupard@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G1B_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3A_1"
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},
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{
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"product_list_name": "2025-26 Central Kansas",
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"agronomist": "Jeff Schaef",
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"agronomist_email": "jeffery.schaef@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_JEF_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3M_1"
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},
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{
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"product_list_name": "2026 Seed Guide",
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"agronomist": "Greg Ferguson",
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"agronomist_email": "gregory.ferguson@bayer.com",
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"variant_id": "SOYBEANS_AG47XF6 BRAND_ASGROW_US_2026_G3Q_1"
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}
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],
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"image_url": "https://cs-assets.bayer.com/is/image/bayer/Asgrow_SeedBag_60267_2_B",
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"source_urls": [
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"https://www.cropscience.bayer.us/soybeans/asgrow/asgrow-ag47xf6-soybeans"
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],
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"sitemap_last_modified": "2026-05-12T14:42:25.439Z",
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"fetched_at": "2026-05-25T17:00:11.933552+00:00",
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"scraper_version": "0.1.0"
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}
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