justin
0e625553e5
CORPUS — 4,299 GH plot reports added (3,797 written + 502 from the
earlier slow run + 319 sitemap-listed URLs that 404'd as
discontinued). Combined with prior 760 varieties + 14 AgriPro
trials = 5,073 total chunks now indexed.
scrape/sources/gh_plot_reports.py — concurrency speedup:
- 4 worker threads (ThreadPoolExecutor), each with its own
requests.Session for connection-pool efficiency.
- Shared class-level rate limiter (0.25 sec between ANY two
requests across all threads). Net throughput ~4 req/sec —
well below any rate-limit threshold a public site enforces.
- Diagnosis vs original 1 req/sec: GH had ZERO rate limiting,
zero 429s, zero retries. The 1 sec self-throttle was just too
conservative. Bench:
1 worker / 1.0 sec throttle: ~0.4 plots/sec (190 min ETA)
4 workers / 0.25 sec throttle: ~3 plots/sec (~25 min actual)
rag/chunk.py — chunk size cap for nomic-embed-text's 2048-token
context window:
- Empirically tested: failure threshold is ~5,250 chars on
numeric-heavy trial chunks (chars/token ratio 2.4 vs 3.5 for
prose). Cap at 4,500 chars to be safely under at worst-case
2.2 chars/token.
- Applied to BOTH variety and trial chunks. Marked truncated
chunks with metadata.embed_truncated = True; FULL text stays
in the on-disk .md for get_page to return verbatim.
.gitea/workflows/{refresh,image-only}.yml — OLLAMA_URL pool
restructured for the 4 GPU-pinned endpoints. Bench (50-chunk
batches on nomic-embed-text):
.0.125:11434 (RTX 40-series) 242 embeds/sec ← weight ×4
.0.2:11436 (GPU-pinned) 108 embeds/sec ← weight ×2
.0.2:11435 (GPU-pinned) 72 embeds/sec ← weight ×1
localhost (TITAN X) 37 embeds/sec ← weight ×1
Weighting is done by listing the URL multiple times in
OLLAMA_URL since the embedder uses round-robin. .0.2:11434 is
explicitly EXCLUDED — it isn't pinned to a specific GPU.
Combined index rebuild for 5,073 chunks now finishes in ~3 min
(was 19+ on the single-endpoint pool).
Smoke tests:
✓ list_versions: 5,073 docs across 6 sources, 2 vendors, 6
brands, 4 crops (corn 2711, soy 2016, silage 223, wheat 123).
✓ search_trials({crop=corn, state=IA, year=2024}): 3 IA 2024
corn trials surfaced.
✓ search_trials("Phytophthora resistance soybean trial"): NK
NK43-W1XFS top-1 in LA 2024 trial (cross-vendor result).
✓ search_trials("AP Iliad Idaho wheat"): AgriPro Washington/N
Idaho 2025 trial surfaced.
✓ search_trials(product=DKC65-95): 3 corn trials containing
that hybrid in IL/IA 2024.
✓ search_trials(product=NK1701): 3 corn trials in AR/MS 2024.
✓ Product filter correctly returns EMPTY for products that
aren't in the corpus (DKC65-20 is a 2023 product; 2023 plots
deferred). Anti-hallucination contract preserved.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
2.1 KiB
2.1 KiB
Silage yield trial — ON, 2024
- Source: Golden Harvest plot report (cross-vendor head-to-head)
- Crop: Silage
- State: ON (ON)
- Year: 2024
- Plot ID: 2426494
- Cooperator: Jockvalley Farms Ltd
- Planted: 2024-05-06
- Harvested: 2024-10-01
- Population: 34,000 seeds/acre
- Row width: 30"
- URL: https://www.goldenharvestseeds.com/silage/plot-report/on/2024/2426494
Results (top-down by rank)
| Rank | Brand | Product | Traits | Ton/Acre | Milk Per Acre | Milk Per Ton | Beef Per Acre | Beef Per Ton |
|---|---|---|---|---|---|---|---|---|
| 1 | DEKALB | DKC48-56 | - | 37.3 | 3065.0 | 34326.0 | - | - |
| 2 | DEKALB | DKC100-01 | - | 36.9 | 3384.0 | 37426.0 | - | - |
| 2 | DEKALB | DKC45-74 | - | 36.9 | 3296.0 | 36456.0 | - | - |
| 4 | Pride | Seeds | A6929G4 | 35.0 | 3187.0 | 33460.0 | - | - |
| 5 | Pioneer | P96760Q | - | 34.3 | 3444.0 | 35439.0 | - | - |
| 6 | Pioneer | P0035Q | - | 32.0 | 3504.0 | 33603.0 | - | - |
| 7 | Pioneer | P9466AML | - | 31.4 | 3218.0 | 30297.0 | - | - |
| 8 | Red | Tail | RT 38T89 | 30.8 | 3280.0 | 30303.0 | - | - |
| 9 | Pioneer | P9845V | - | 30.7 | 3252.0 | 29935.0 | - | - |
| 10 | Maizex | LF | 0037SMX | 30.6 | 3170.0 | 29067.0 | - | - |
| 11 | DEKALB | DKC096-21 | - | 30.2 | 3378.0 | 30619.0 | - | - |
| 11 | DEKALB | DKC46-40 | - | 30.2 | 3371.0 | 30559.0 | - | - |
| 13 | Maizex | MZ | 4049SMX | 29.8 | 3480.0 | 31059.0 | - | - |
| 13 | Maizex | MZ | 3505DBR | 29.8 | 3235.0 | 28869.0 | - | - |
| 15 | Pride | Seeds | A6018G2 | 29.2 | 3007.0 | 26310.0 | - | - |
| 15 | Pioneer | P9823V | - | 29.2 | 3520.0 | 30800.0 | - | - |
| 17 | Pioneer | P9823V | - | 28.7 | 3440.0 | 29618.0 | - | - |
| 18 | DEKALB | DKC48-08 | - | 28.4 | 3377.0 | 28719.0 | - | - |
| 19 | Red | Tail | RT 41T14 | 28.2 | 3407.0 | 28859.0 | - | - |
| 20 | Pride | Seeds | AS1097G8 EDF | 28.1 | 3078.0 | 25961.0 | - | - |
| 21 | Red | Tail | RT 45T04 | 26.3 | 3397.0 | 26750.0 | - | - |
Top 5 by Ton/Acre: DKC48-56 (DEKALB) 37.3, DKC100-01 (DEKALB) 36.9, DKC45-74 (DEKALB) 36.9, Seeds (Pride) 35.0, P96760Q (Pioneer) 34.3.