Files
seed-mcp/corpus/bayer_seeds/dekalb-dk400tl-canola.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

86 lines
2.5 KiB
JSON

{
"source": "bayer_seeds",
"source_key": "dekalb-dk400tl-canola",
"vendor": "Bayer",
"brand": "DEKALB",
"product_name": "DK400TL BRAND",
"product_id": "CANOLA_DK400TL BRAND_DEKALB_US",
"hybrid_prefix": "DK400TL",
"hybrid_suffix": "BRAND",
"crop": "canola",
"release_year": 2024,
"relative_maturity": null,
"maturity_group": null,
"wheat_class": null,
"trait_stack": [
"TF/LL"
],
"trait_descriptions": [
"TruFlex and Liberty Link"
],
"positioning_statement": "DK400TL has excellent pod integrity for straight cutting and strong resistance against blackleg and clubroot diseases. The combination of TruFlex® canola with Roundup Ready® Technology and Liberty Link® Technologies provide additional options for management of resistant weeds.",
"strengths": [
"Excellent pod integrity for straight cutting combined with strong resistance to blackleg and clubroot.",
"The TruFlex® and Liberty Link® traits provide growers the option of sequentially applying Roundup® and Liberty® branded herbicides to optimize weed management"
],
"characteristics_groups": [
{
"label": "MATURITY",
"type": "maturity",
"items": [
{
"characteristic": "RELATIVE MATURITY",
"value": "Mid-Full"
}
]
},
{
"label": "OTHER",
"type": "other",
"items": [
{
"characteristic": "SEED TRAIT",
"value": "TruFlex®,LibertyLink®"
},
{
"characteristic": "ADAPTABILITY FOR DIRECT HARVEST",
"value": "Straight Cut Plus"
},
{
"characteristic": "BLACKLEG RATING",
"value": "Res-E2"
},
{
"characteristic": "NEW",
"value": "NO"
},
{
"characteristic": "PLANT HEIGHT",
"value": "S-M"
},
{
"characteristic": "LODGING RATING",
"value": "2"
},
{
"characteristic": "CLUBROOT RESISTANCE",
"value": "Res"
},
{
"characteristic": "VARIETY CODE",
"value": "A1111551"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [],
"image_url": "https://cs-assets.bayer.com/is/image/bayer/CANOLA_TRUFLEX_RR_LL_A",
"source_urls": [
"https://www.cropscience.bayer.us/canola/dekalb/dekalb-dk400tl-canola"
],
"sitemap_last_modified": "2026-05-12T14:40:59.087Z",
"fetched_at": "2026-05-26T15:39:28.202136+00:00",
"scraper_version": "0.1.0"
}