Files

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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AG12XF7 BRAND

Vendor: Bayer
Brand: Asgrow
Crop: Soybeans
Maturity group: 1.2
Traits: XF (XtendFlex)
Release year: 2027
Source: https://www.cropscience.bayer.us/soybeans/asgrow/asgrow-ag12xf7-soybeans
Rating scale (Bayer): 1-9 (9 = best)

Positioning

Asgrow® AG12XF7 brand is a 1.2 RM XtendFlex® soybean. AG12XF7 brand has good standability, solid tolerance to Phytophthora root rot field tolerance and soybean cyst nematode.

Strengths & management

1. Medium tall plant with good standability.
1. Rps1k gene for resistance to Phytophthora root rot with solid field tolerance.
1. Resistant to soybean cyst nematode.
1. Average tolerance to iron deficiency chlorosis.

Disease Ratings

Characteristic	Value
SOYBEAN CYST NEMATODE	R3
PRR RESISTANCE	Rps1k
PRR FIELD TOLERANCE	4

Sensitivity

Characteristic	Value
CHLORIDE SENSITIVITY	-

Management

Characteristic	Value
MATURITY GROUP	1

Plant Description

Characteristic	Value
GROWTH HABIT	Indeterminate
HILUM COLOR	IB
OIL CONTENT	21.6
POD WALL COLOR	BR
PROTEIN CONTENT	39.4
RELATIVE MATURITY	1.2
HERBICIDE TOLERANT TRAIT	XF
CANOPY	MB
FLOWER COLOR	Purple
PUBESCENCE COLOR	G
PLANT HEIGHT CATEGORY	MT

Production

Characteristic	Value
EMERGENCE	2
STANDABILITY	3
NO-TILL ADAPTABILITY	1
IRON CHLOROSIS	5

Regional seed-guide listings

2027 Product Guide — agronomist: Jeffrey Fuls

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