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seed-mcp/corpus/bayer_seeds/asgrow-ag31xf2.md
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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

3.7 KiB
Raw Blame History

AG31XF2 BRAND

Positioning

Asgrow® AG31XF2 brand is an early maturity group 3 XtendFlex® soybean with excellent standability and a strong defensive trait package. AG31XF2 has shown excellent yield performance across a wide variety of growing locations.

Strengths & management

  • Medium tall plant that stands very well
  • Soybean cyst nematode resistance
  • Good defensive package against Phytophthora rot
  • Tolerance to sudden death syndrome and brown stem rot

Disease Ratings

Characteristic Value
SOUTHERN ROOT KNOT (M. INCOGNITA) -
SOYBEAN CYST NEMATODE R3
PRR RESISTANCE Rps1c
PRR FIELD TOLERANCE 5
WHITE MOLD 4
BROWN STEM ROT 3
SUDDEN DEATH SYNDROME 4

Sensitivity

Characteristic Value
CHLORIDE SENSITIVITY Inc

Management

Characteristic Value
MATURITY GROUP 3
VARIETY CODE 1091758

Plant Description

Characteristic Value
GROWTH HABIT Indeterminate
HILUM COLOR IB
OIL CONTENT 19.8
POD WALL COLOR BR
PROTEIN CONTENT 33.3
QUALITY TRAIT -
RELATIVE MATURITY 3.1
HERBICIDE TOLERANT TRAIT XF
CANOPY MB
FLOWER COLOR Purple
PUBESCENCE COLOR G
PLANT HEIGHT CATEGORY MT

Production

Characteristic Value
EMERGENCE 2
STANDABILITY 1
NO-TILL ADAPTABILITY 1
IRON CHLOROSIS 5

Regional seed-guide listings

  • 2025 SOUTHEAST & SOUTHCENTRAL NEBRASKA — agronomist: Steven Johnsen
  • SOUTHERN ILLINOIS VT2P TRAIT FOCUS — agronomist: Mackenzie Trader
  • 2025 SEED GUIDE — agronomist: Luke Miller
  • 2023 NORTHEAST IOWA Duplicate — agronomist: Lance Goettsch
  • 2025 East Central Illinois Product Guide — agronomist: Randy Niver
  • Southwest Iowa 24 — agronomist: Andrew Penney
  • 2024-2025 Dekalb Seed Guide — agronomist: Andrew Penney
  • 2024 Northern IL Local Recommendations — agronomist: Jim Donnelly
  • 2026 Northern Indiana Seed Guide — agronomist: Jason Harmon
  • West Central Illinois 2023 — agronomist: Chris Kallal
  • 2026 Seed Guide — agronomist: Nora Schultz
  • 2026 E Central, Central & Northern NE — agronomist: Josh Erwin
  • 2025 E Central, Central & Northern NE — agronomist: Jason Skalsky
  • SOUTHERN ILLINOIS SMARTSTAX TRAIT FOCUS — agronomist: Josh Tooley
  • 2023 Northwest Iowa Seed Guide — agronomist: Jim McDermott
  • 2026 EAST CENTRAL IOWA — agronomist: Lance Goettsch
  • 2025 Northwest Iowa Seed Guide — agronomist: Jim McDermott
  • Wisconsin 2025 — agronomist: Sammie Brantner
  • SOUTHERN ILLINOIS VT2P TRAIT FOCUS — agronomist: Josh Tooley
  • 2025 Northern Indiana Seed Guide — agronomist: Jason Harmon
  • Southwest Iowa 26 DK AG Ohara 2 — agronomist: John Swalwell
  • 2025 Northwest Iowa Seed Guide — agronomist: Paige Thomsen
  • West Central Illinois 2023 — agronomist: Lance Tarochione
  • Southwest Iowa 26 Dekalb Asgrow — agronomist: John Swalwell
  • Wisconsin 2025 — agronomist: Reid Gill
  • Southern Illinois Seed Guide — agronomist: Josh Tooley
  • 2025 East Central Iowa — agronomist: Lance Goettsch
  • 2025 E Central, Central & Northern NE — agronomist: Josh Erwin
  • Southwest Iowa 26 DK AG AAron — agronomist: John Swalwell
  • Chris 2026 handout — agronomist: Steven Johnsen
  • handout2026 — agronomist: Steven Johnsen
  • SOUTHERN ILLINOIS VT2P TRAIT FOCUS — agronomist: Jamie Long
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