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>
1.8 KiB
1.8 KiB
Silage yield trial — Texas, 2024
- Source: Golden Harvest plot report (cross-vendor head-to-head)
- Crop: Silage
- State: Texas (TX)
- Year: 2024
- Plot ID: 2426426
- Cooperator: Norman Plot Seed
- Planted: 2024-04-03
- Harvested: 2024-07-21
- Population: 28,000 seeds/acre
- Row width: 30"
- URL: https://www.goldenharvestseeds.com/silage/plot-report/tx/2024/2426426
Results (top-down by rank)
| Rank | Brand | Product | Traits | Ton/Acre | Milk Per Acre | Milk Per Ton | Beef Per Acre | Beef Per Ton |
|---|---|---|---|---|---|---|---|---|
| 1 | Pioneer | P17677Q | - | 28.2 | 3293.0 | 27869.0 | 355.0 | - |
| 2 | Brevant | B16K30AM | - | 23.5 | 3701.0 | 26100.0 | 423.0 | - |
| 3 | Pioneer | P2089VYHR | - | 22.6 | 3686.0 | 24973.0 | 412.0 | - |
| 4 | Pioneer | P14830VYHR | - | 21.9 | 3741.0 | 24557.0 | 425.0 | - |
| 5 | DEKALB | DKC119-30 | - | 21.5 | 3554.0 | 22898.0 | 380.0 | - |
| 6 | Brevant | B14R22AML | - | 21.4 | 3641.0 | 23355.0 | 414.0 | - |
| 7 | DEKALB | DKC61-80 | - | 20.7 | 3507.0 | 21768.0 | 384.0 | - |
| 8 | Pioneer | P1828Q | - | 20.3 | 3616.0 | 22068.0 | 404.0 | - |
| 9 | Golden Harvest | G16Q82-DV | - | 19.9 | 3868.0 | 23086.0 | 434.0 | - |
| 10 | DEKALB | DKC67-66 | - | 19.8 | 3700.0 | 22008.0 | 403.0 | - |
| 11 | Pioneer | P1511YHR | - | 19.6 | 3793.0 | 22315.0 | 432.0 | - |
| 12 | Brevant | B12C01Q | - | 19.5 | 3593.0 | 21068.0 | 398.0 | - |
| 12 | DEKALB | DKC113-62 | - | 19.5 | 3807.0 | 22260.0 | 424.0 | - |
| 14 | Golden Harvest | G17A81-V | - | 18.7 | 3407.0 | 19118.0 | 367.0 | - |
| 15 | Brevant | B16Z26Q | - | 17.9 | 3813.0 | 20520.0 | 419.0 | - |
| 16 | Golden Harvest | G17A74-DV | - | 15.7 | 3662.0 | 17220.0 | 412.0 | - |
Top 5 by Ton/Acre: P17677Q (Pioneer) 28.2, B16K30AM (Brevant) 23.5, P2089VYHR (Pioneer) 22.6, P14830VYHR (Pioneer) 21.9, DKC119-30 (DEKALB) 21.5.