Files
seed-mcp/corpus/bayer_seeds/asgrow-ag17xf5.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

184 lines
4.5 KiB
JSON

{
"source": "bayer_seeds",
"source_key": "asgrow-ag17xf5",
"vendor": "Bayer",
"brand": "ASGROW",
"product_name": "AG17XF5 BRAND",
"product_id": "SOYBEANS_AG17XF5 BRAND_ASGROW_US",
"hybrid_prefix": "AG17XF5",
"hybrid_suffix": "BRAND",
"crop": "soybeans",
"release_year": 2025,
"relative_maturity": null,
"maturity_group": "1.7",
"wheat_class": null,
"trait_stack": [
"XF"
],
"trait_descriptions": [
"XtendFlex"
],
"positioning_statement": "Asgrow® AG17XF5 brand is a mid MG 1 XtendFlex® soybean with Rps1c gene and above average field tolerance for protection against PRR, good, emergence, and standability make this attractive for no-till acres.",
"strengths": [
"Good emergence and standability.",
"Strong PRR and BSR resistance.",
"Strong yield potential in multiple environments."
],
"characteristics_groups": [
{
"label": "DISEASE RATINGS",
"type": "disease ratings",
"items": [
{
"characteristic": "SOYBEAN CYST NEMATODE",
"value": "R3"
},
{
"characteristic": "PRR RESISTANCE",
"value": "Rps1c"
},
{
"characteristic": "PRR FIELD TOLERANCE",
"value": "4"
},
{
"characteristic": "WHITE MOLD",
"value": "6"
},
{
"characteristic": "BROWN STEM ROT",
"value": "3"
},
{
"characteristic": "SUDDEN DEATH SYNDROME",
"value": "5"
}
]
},
{
"label": "SENSITIVITY",
"type": "sensitivity",
"items": [
{
"characteristic": "CHLORIDE SENSITIVITY",
"value": "Inc"
}
]
},
{
"label": "MANAGEMENT",
"type": "management",
"items": [
{
"characteristic": "MATURITY GROUP",
"value": "1"
},
{
"characteristic": "VARIETY CODE",
"value": "37130904"
}
]
},
{
"label": "PLANT DESCRIPTION",
"type": "plantDescription",
"items": [
{
"characteristic": "GROWTH HABIT",
"value": "Indeterminate"
},
{
"characteristic": "HILUM COLOR",
"value": "BL"
},
{
"characteristic": "OIL CONTENT",
"value": "21.6"
},
{
"characteristic": "POD WALL COLOR",
"value": "BR"
},
{
"characteristic": "PROTEIN CONTENT",
"value": "39.9"
},
{
"characteristic": "RELATIVE MATURITY",
"value": "1.7"
},
{
"characteristic": "HERBICIDE TOLERANT TRAIT",
"value": "XF"
},
{
"characteristic": "CANOPY",
"value": "MB"
},
{
"characteristic": "FLOWER COLOR",
"value": "Purple"
},
{
"characteristic": "PUBESCENCE COLOR",
"value": "LT"
},
{
"characteristic": "PLANT HEIGHT CATEGORY",
"value": "MT"
}
]
},
{
"label": "PRODUCTION",
"type": "production",
"items": [
{
"characteristic": "EMERGENCE",
"value": "1"
},
{
"characteristic": "STANDABILITY",
"value": "3"
},
{
"characteristic": "NO-TILL ADAPTABILITY",
"value": "2"
},
{
"characteristic": "IRON CHLOROSIS",
"value": "5"
}
]
}
],
"_scale_direction": "1-9 (9 = best)",
"regional_recommendations": [
{
"product_list_name": "2027 Product Guide",
"agronomist": "Jeffrey Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SOYBEANS_AG17XF5 BRAND_ASGROW_US_2027_J8L"
},
{
"product_list_name": "2027 Product Guide",
"agronomist": "Jeffrey Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SOYBEANS_AG17XF5 BRAND_ASGROW_US_2027_J8P"
},
{
"product_list_name": "2027 Product Guide",
"agronomist": "Jeffrey Fuls",
"agronomist_email": "jeffrey.fuls@bayer.com",
"variant_id": "SOYBEANS_AG17XF5 BRAND_ASGROW_US_2027_J8J"
}
],
"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-ag17xf5-soybeans"
],
"sitemap_last_modified": "2026-05-18T15:42:09.184Z",
"fetched_at": "2026-05-25T16:59:21.159213+00:00",
"scraper_version": "0.1.0"
}