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 — Wisconsin, 2024
- Source: Golden Harvest plot report (cross-vendor head-to-head)
- Crop: Silage
- State: Wisconsin (WI)
- Year: 2024
- Plot ID: 2414865
- Cooperator: Syngenta Seeds, Inc
- Planted: 2024-05-12
- Harvested: 2024-09-05
- Population: 36,000 seeds/acre
- Row width: 30"
- URL: https://www.goldenharvestseeds.com/silage/plot-report/wi/2024/2414865
Results (top-down by rank)
| Rank | Brand | Product | Traits | Ton/Acre | Milk Per Acre | Milk Per Ton | Beef Per Acre | Beef Per Ton |
|---|---|---|---|---|---|---|---|---|
| 1 | Enogen | E110F4-D | - | 37.3 | 3606.0 | 40352.0 | 260.0 | 2564.0 |
| 2 | Golden Harvest | G14B32-DV | - | 37.0 | 3569.0 | 39663.0 | 246.0 | 2493.0 |
| 3 | Pioneer | P1185Q | - | 36.8 | 3598.0 | 39723.0 | 248.0 | 2484.0 |
| 4 | Enogen | E095D3-D | - | 35.3 | 3467.0 | 36681.0 | 273.0 | 2476.0 |
| 5 | Enogen | E107C1-D | - | 34.0 | 3366.0 | 34305.0 | 232.0 | 2236.0 |
| 6 | Enogen | E112S5-D | - | 32.5 | 3281.0 | 31997.0 | 213.0 | 2074.0 |
| 6 | Enogen | E114C4-DV-LL | - | 32.5 | 3554.0 | 34676.0 | 255.0 | 2219.0 |
| 8 | Golden Harvest | G03U08-D | - | 32.4 | 3643.0 | 35388.0 | 288.0 | 2327.0 |
| 9 | Golden Harvest | G13U96-DV | - | 32.1 | 3579.0 | 34500.0 | 247.0 | 2165.0 |
| 10 | Enogen | E111V7-D | - | 32.0 | 3267.0 | 31338.0 | 217.0 | 2053.0 |
| 11 | Enogen | E100A3-D | - | 31.6 | 3596.0 | 34072.0 | 282.0 | 2250.0 |
| 12 | Pioneer | P0622Q | - | 31.3 | 3419.0 | 32143.0 | 225.0 | 2040.0 |
| 13 | Enogen | E105Z5-D | - | 30.0 | 3387.0 | 30529.0 | 235.0 | 1987.0 |
| 14 | Enogen | E094Z4-D | - | 28.3 | 3409.0 | 28918.0 | 246.0 | 1902.0 |
Top 5 by Ton/Acre: E110F4-D (Enogen) 37.3, G14B32-DV (Golden Harvest) 37.0, P1185Q (Pioneer) 36.8, E095D3-D (Enogen) 35.3, E107C1-D (Enogen) 34.0.