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75f714b454e0ec8b9daf3a78f7897df16bffae94
seed-mcp/corpus/bayer_seeds/asgrow-ag38xf3.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-ag38xf3",
"vendor": "Bayer",
"brand": "ASGROW",
"product_name": "AG38XF3 BRAND",
"product_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US",
"hybrid_prefix": "AG38XF3",
"hybrid_suffix": "BRAND",
"crop": "soybeans",
"release_year": 2023,
"relative_maturity": null,
"maturity_group": "3.8",
"wheat_class": null,
"trait_stack": [
"XF"
],
"trait_descriptions": [
"XtendFlex"
],
"positioning_statement": "Asgrow® AG38XF3 brand is a 3.8 RM XtendFlex® soybean adapted across maturity group 3 growing regions. AG38XF3 offers excellent yield potential, good standability, SCN and Phytophthora resistance, and tolerance to other key soybean diseases.",
"strengths": [
"Medium to medium-tall plant with good standability",
"SCN resistance",
"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": "BROWN STEM ROT",
"value": "3"
},
{
"characteristic": "SUDDEN DEATH SYNDROME",
"value": "5"
},
{
"characteristic": "FROGEYE LEAF SPOT",
"value": "6"
},
{
"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": "1098337"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plantDescription",
"items": [
{
"characteristic": "GROWTH HABIT",
"value": "Indeterminate"
},
{
"characteristic": "HILUM COLOR",
"value": "IB"
},
{
"characteristic": "OIL CONTENT",
"value": "19.0"
},
{
"characteristic": "POD WALL COLOR",
"value": "BR"
},
{
"characteristic": "PROTEIN CONTENT",
"value": "35.2"
},
{
"characteristic": "QUALITY TRAIT",
"value": "-"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "3.8"
},
{
"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": "1"
},
{
"characteristic": "STANDABILITY",
"value": "3"
},
{
"characteristic": "NO-TILL ADAPTABILITY",
"value": "1"
},
{
"characteristic": "IRON CHLOROSIS",
"value": "5"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZBC_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6H_2"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6L_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEG_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_J5C_1"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4G_1"
},
{
"product_list_name": "Southeast Indiana",
"agronomist": "Megan Taylor",
"agronomist_email": "megan.taylor@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4D_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2M_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_J5C_2"
},
{
"product_list_name": "Mid Atlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6G_1"
},
{
"product_list_name": "Mid Atlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6M_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6K_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4L_2"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3K_2"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1R_3"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6F_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2H_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZB7_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3M_2"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEH_2"
},
{
"product_list_name": "West Central Illinois 2025",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1D_2"
},
{
"product_list_name": "Mid Atlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6H_1"
},
{
"product_list_name": "2025 East Central Illinois Product Guide",
"agronomist": "Randy Niver",
"agronomist_email": "randall.niver@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1V_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3M_1"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2C_2"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEF_1"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEG_2"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1D_1"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6L_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3H_1"
},
{
"product_list_name": "2025 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3H_2"
},
{
"product_list_name": "West Tennessee",
"agronomist": "Wes Rodgers",
"agronomist_email": "wesley.rodgers@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_G1A_1"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4H_1"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6M_2"
},
{
"product_list_name": "Duplicate 2023 Northeast Seed Resource G",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6J_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_J5L_1"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZB8_1"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZB5_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4H_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2F_2"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZB5_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Mackenzie Trader",
"agronomist_email": "mackenzie.trader.ext@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2J_1"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4L_1"
},
{
"product_list_name": "2024 South Central/Southwest Kansas",
"agronomist": "Holly Thrasher",
"agronomist_email": "holly.thrasher@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_J5J_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1D_3"
},
{
"product_list_name": "2024-25 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEF_2"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2F_3"
},
{
"product_list_name": "West Central Illinois 2026",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1R_1"
},
{
"product_list_name": "2025 DEKALB/ASGROW SOUTHWEST IN GUIDE",
"agronomist": "Jordan Arndell",
"agronomist_email": "jordan.arndell@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4A_2"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Chris Kallal",
"agronomist_email": "christopher.kallal@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1F_1"
},
{
"product_list_name": "2026 Northern Indiana Seed Guide",
"agronomist": "Jason Harmon",
"agronomist_email": "jason.harmon@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C3K_1"
},
{
"product_list_name": "2025 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4G_2"
},
{
"product_list_name": "2025 Northeast Seed Guide",
"agronomist": "Shaun Heinbaugh",
"agronomist_email": "shaun.heinbaugh@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6F_2"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4K_1"
},
{
"product_list_name": "Southern Illinois Seed Guide",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2G_1"
},
{
"product_list_name": "2025-26 Central Kansas",
"agronomist": "Jeff Schaef",
"agronomist_email": "jeffery.schaef@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_JEH_1"
},
{
"product_list_name": "2026 Kentucky Seed Guide",
"agronomist": "Todd Ladd",
"agronomist_email": "james.ladd@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4F_1"
},
{
"product_list_name": "West Central Illinois 2023",
"agronomist": "Lance Tarochione",
"agronomist_email": "lance.tarochione@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C1M_3"
},
{
"product_list_name": "SOUTHERN ILLINOIS VT2P TRAIT FOCUS",
"agronomist": "Josh Tooley",
"agronomist_email": "joshua.tooley@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C2M_3"
},
{
"product_list_name": "MidAtlantic",
"agronomist": "Bryan Dillehay",
"agronomist_email": "bryan.dillehay@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C6G_2"
},
{
"product_list_name": "2024 Northern IL Local Recommendations",
"agronomist": "Jim Donnelly",
"agronomist_email": "jim.donnelly@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_ZBF_1"
},
{
"product_list_name": "Dekalb/Asgrow Seed Guide SE Indiana 2024",
"agronomist": "Megan Taylor",
"agronomist_email": "megan.taylor@bayer.com",
"variant_id": "SOYBEANS_AG38XF3 BRAND_ASGROW_US_2026_C4D_2"
},
{
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],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/Asgrow_SeedBag_60267_2_B",
"source_urls": [
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],
"sitemap_last_modified": "2026-05-12T14:43:53.336Z",
"fetched_at": "2026-05-25T16:59:54.786419+00:00",
"scraper_version": "0.1.0"
}
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