justin/seed-mcp
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity
Files
b98965a68a614f78fb958aa341d1f20aae73e1b3
seed-mcp/corpus/bayer_seeds/channel-3725rxf-soybeans.json
T
justin eaa7e0789b bayer_seeds: add Channel + DEKALB silage/sorghum/canola + Deltapine cotton 
User flagged that Channel is expanding into their area — re-walked
the cropscience.bayer.us sitemap and found 8 additional brand×crop
paths beyond the original DEKALB/Asgrow/WestBred triple. Patches
the scraper to walk all of them; total Bayer varieties roughly
doubles from 475 to 931 and the corpus picks up first-ever
coverage in sorghum (36), cotton (30), canola (6), and silage as a
distinct crop (was conflated with corn before).

Net new varieties: 456
  Channel    corn=181  soy=67   silage=54  sorghum=18    (320)
  DEKALB     silage=82 sorghum=18  canola=6              (106)
  Deltapine  cotton=30                                    (30)

scrape/sources/bayer_seeds.py
- Replace `BRANDS` (brand → 1 path) and `CROP_SUFFIX` (brand → 1
  suffix) with a flatter `BRAND_PATHS` list of (brand, url_path,
  crop, is_primary_for_brand) entries. Channel and DEKALB are now
  multi-crop brands; the same scraper walks every brand×crop pair.
- source_key derivation: for a brand's PRIMARY crop, strip the
  trailing `-<crop>` suffix (matches the existing deployed source
  keys for DEKALB corn / Asgrow soy / WestBred wheat). For
  SECONDARY crops, KEEP the suffix so DEKALB-the-same-SKU sold as
  both grain corn and silage gets two distinct source_keys
  (collision-safe and unambiguous for `lookup_variety`).
- New `--crop` CLI filter for incremental backfills.
- Log line shows brand + crop alongside source_key for visibility.

rag/chunk.py
- Channel + Deltapine pages use slightly different characteristics
  group labels (DISEASE not DISEASE RATINGS, AGRONOMIC
  CHARACTERISTICS not GROWTH/HARVEST, plus MATURITY / ADAPTATION /
  HERBICIDES / OTHER). Fold them into the DISEASE / AGRONOMIC /
  MANAGEMENT label sets so the chunker buckets them correctly
  into the standard sections.

Smoke-tested cross-brand × cross-crop queries against the rebuilt
index (5,529 chunks total) — all 6 sample queries surface the
right brand+crop at top-3:
  Channel corn 110 RM       → 210-25TRE BRAND
  Channel soy 2.5 MG IA     → 2622RXF BRAND
  Deltapine cotton XF       → DP 1820 B3XF BRAND
  Sorghum dryland Kansas    → 6B95 BRAND (Channel)
  Silage corn WI dairy      → DKC64-44RIB BRAND BLEND (silage variant)
  Canola Northern Plains    → DK401TL BRAND

Watchtower will pull the new image on the next push; deploy is
unchanged otherwise.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2026-05-26 11:54:30 -04:00

399 lines
13 KiB
JSON
Raw Blame History

{
"source": "bayer_seeds",
"source_key": "channel-3725rxf-soybeans",
"vendor": "Bayer",
"brand": "CHANNEL",
"product_name": "3725RXF BRAND",
"product_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US",
"hybrid_prefix": "3725RXF",
"hybrid_suffix": "BRAND",
"crop": "soybeans",
"release_year": 2025,
"relative_maturity": null,
"maturity_group": "3.7",
"wheat_class": null,
"trait_stack": [
"XF"
],
"trait_descriptions": [
"XtendFlex"
],
"positioning_statement": "3.7 MG XtendFlex® soybean with broad adaptability",
"strengths": [
"Excellent tolerance to Sudden Death Syndrome and Southern Stem Canker",
"Medium-tall plant height"
],
"characteristics_groups": [
{
"label": "ADAPTATION",
"type": "adaptation",
"items": [
{
"characteristic": "NARROW ROW",
"value": "1"
}
]
},
{
"label": "AGRONOMIC CHARACTERISTICS",
"type": "agronomic characteristics",
"items": [
{
"characteristic": "EMERGENCE",
"value": "3"
},
{
"characteristic": "FLOWER COLOR",
"value": "P"
},
{
"characteristic": "GROWTH HABIT",
"value": "Indeterminate"
},
{
"characteristic": "HILUM COLOR",
"value": "Ib"
},
{
"characteristic": "NO-TILL ADAPTABILITY",
"value": "2"
},
{
"characteristic": "OIL CONTENT @ 13% MOISTURE",
"value": "21.02"
},
{
"characteristic": "PLANT HEIGHT",
"value": "MT"
},
{
"characteristic": "POD COLOR",
"value": "Br"
},
{
"characteristic": "PROTEIN CONTENT @ 13% MOISTURE",
"value": "40.60"
},
{
"characteristic": "PUBESCENCE COLOR",
"value": "Gr"
},
{
"characteristic": "PLANT TYPE",
"value": "Medium Thin"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "3.7"
},
{
"characteristic": "STANDABILITY",
"value": "5"
}
]
},
{
"label": "DISEASE TOLERANCE",
"type": "disease tolerance",
"items": [
{
"characteristic": "BROWN STEM ROT",
"value": "3"
},
{
"characteristic": "FROGEYE LEAF SPOT",
"value": "4"
},
{
"characteristic": "IRON DEFICIENCY CHLOROSIS",
"value": "6"
},
{
"characteristic": "PRR GENE",
"value": "Rps1c"
},
{
"characteristic": "PRR FIELD TOLERANCE",
"value": "6"
},
{
"characteristic": "SOUTHERN ROOT KNOT:M. INCOGNITA",
"value": "S"
},
{
"characteristic": "SOUTHERN STEM CANKER",
"value": "3"
},
{
"characteristic": "SOYBEAN CYST NEMATODE",
"value": "-"
},
{
"characteristic": "SUDDEN DEATH SYNDROME",
"value": "3"
},
{
"characteristic": "WHITE MOLD",
"value": "6"
}
]
},
{
"label": "SENSITIVITY",
"type": "sensitivity",
"items": [
{
"characteristic": "CHLORIDE SENSITIVITY",
"value": "Inc"
}
]
},
{
"label": "OTHER",
"type": "other",
"items": [
{
"characteristic": "HERBICIDE TOLERANT TRAIT",
"value": "XF"
},
{
"characteristic": "MATURITY GROUP",
"value": "3"
},
{
"characteristic": "SOURCE VAR. OF SCN RESISTANCE",
"value": "PI88788"
},
{
"characteristic": "TRAIT",
"value": "XF"
},
{
"characteristic": "VARIETY CODE",
"value": "1106468"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N2C_1"
},
{
"product_list_name": "South Eastern Indiana Channel Positioning 2025",
"agronomist": "Cody Hornaday",
"agronomist_email": "cody.hornaday@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L3X_1"
},
{
"product_list_name": "Soybean SW/SC Kansas 2025 ",
"agronomist": "Mark Bartel",
"agronomist_email": "mark.bartel@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NNA_1"
},
{
"product_list_name": "2025 West Central Indiana Soybean Product List",
"agronomist": "Blake Russel",
"agronomist_email": "blake.russell@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L5Q_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Amanda Schwartz",
"agronomist_email": "amanda.schwartz@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_LCK_1"
},
{
"product_list_name": "South Eastern Indiana Channel Positioning 2025",
"agronomist": "Cody Hornaday",
"agronomist_email": "cody.hornaday@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N8G_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N8D_1"
},
{
"product_list_name": "2025 East Central NE Soybean Products",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NLA_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N1W_1"
},
{
"product_list_name": "2024-2025 South Central NE Soybean Products",
"agronomist": "Tyler Vreugdenhil",
"agronomist_email": "tyler.vreugdenhil@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NMJ_1"
},
{
"product_list_name": "Eastern VA",
"agronomist": "Jarette Hurry",
"agronomist_email": "jarette.hurry@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N1F_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Jeff Lakin",
"agronomist_email": "jeff.lakin@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N7H_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N8A_1"
},
{
"product_list_name": "2025 KY Channel Corn & Soy",
"agronomist": "Luke Watson",
"agronomist_email": "luke.watson@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N8C_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NPJ_1"
},
{
"product_list_name": "2024-2025 South Central NE Soybean Products",
"agronomist": "Tyler Vreugdenhil",
"agronomist_email": "tyler.vreugdenhil@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L0V_1"
},
{
"product_list_name": "South Eastern Indiana Channel Positioning 2025",
"agronomist": "Cody Hornaday",
"agronomist_email": "cody.hornaday@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_LY0_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Amanda Schwartz",
"agronomist_email": "amanda.schwartz@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N7A_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L9H_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Amanda Schwartz",
"agronomist_email": "amanda.schwartz@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L0T_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Jeff Lakin",
"agronomist_email": "jeff.lakin@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N7F_1"
},
{
"product_list_name": "2025 Northern Indiana Soybean Product List ",
"agronomist": "Jeff Lakin",
"agronomist_email": "jeff.lakin@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L5S_1"
},
{
"product_list_name": "2025 KY Channel Corn & Soy",
"agronomist": "Luke Watson",
"agronomist_email": "luke.watson@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N8B_1"
},
{
"product_list_name": "2025 SW Indiana Product Characteristics and Management",
"agronomist": "Brian Denning",
"agronomist_email": "brian.denning@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L8N_1"
},
{
"product_list_name": "2025 East Central NE Soybean Products",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NLH_1"
},
{
"product_list_name": "2025 East Central NE Soybean Products",
"agronomist": "Andrew Swanson",
"agronomist_email": "andrew.swanson@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NLC_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NQJ_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NPG_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_LYE_1"
},
{
"product_list_name": "2024-2025 South Central NE Soybean Products",
"agronomist": "Tyler Vreugdenhil",
"agronomist_email": "tyler.vreugdenhil@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NMD_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N2F_1"
},
{
"product_list_name": "SW Ohio Corn, Soybeans, and Silage MY25 ",
"agronomist": "Sam Park",
"agronomist_email": "samuel.park@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N1Z_1"
},
{
"product_list_name": "South Eastern Indiana Channel Positioning 2025",
"agronomist": "Cody Hornaday",
"agronomist_email": "cody.hornaday@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_L8J_1"
},
{
"product_list_name": "2025 Channel Product List NW MO, NE KS, Central MO ",
"agronomist": "Mike Mullins",
"agronomist_email": "michael.mullins@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_NQF_1"
},
{
"product_list_name": "Central & Western VA",
"agronomist": "Jarette Hurry",
"agronomist_email": "jarette.hurry@bayer.com",
"variant_id": "SOYBEANS_3725RXF BRAND_CHANNEL_US_2025_N1L_1"
}
],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/channel-seed-bag-soy-xtendflex-2",
"source_urls": [
"https://www.cropscience.bayer.us/soybeans/channel/channel-3725rxf-soybeans"
],
"sitemap_last_modified": "2026-05-12T14:44:00.981Z",
"fetched_at": "2026-05-26T15:45:23.469829+00:00",
"scraper_version": "0.1.0"
}
Reference in New Issue View Git Blame Copy Permalink