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>
2.5 KiB
2.5 KiB
Silage yield trial — Pennsylvania, 2024
- Source: Golden Harvest plot report (cross-vendor head-to-head)
- Crop: Silage
- State: Pennsylvania (PA)
- Year: 2024
- Plot ID: 2465800
- Cooperator: PDMP - Williamsburg, PA (mid season)
- Planted: 2024-05-31
- Harvested: 2024-09-19
- URL: https://www.goldenharvestseeds.com/silage/plot-report/pa/2024/2465800
Results (top-down by rank)
| Rank | Brand | Product | Traits | Ton/Acre | Milk Per Acre | Milk Per Ton | Beef Per Acre | Beef Per Ton |
|---|---|---|---|---|---|---|---|---|
| 1 | Seed | Consultants | SC1105PCE | 25.2 | - | - | - | - |
| 2 | Channel | 204-54SSP | - | 24.3 | - | - | - | - |
| 3 | DEKALB | DKC61-80 | - | 23.5 | - | - | - | - |
| 4 | Chemgro | 6854PCE | - | 22.5 | - | - | - | - |
| 5 | Seed | Consultants | SC1042Q | 21.9 | - | - | - | - |
| 6 | DEKALB | DKC110-10 | - | 21.8 | - | - | - | - |
| 6 | Channel | 211-42SSP | - | 21.8 | - | - | - | - |
| 8 | Revere | Seed | Revere 0918 VT2P | 21.7 | - | - | - | - |
| 9 | Red | Tail | RT 53T49 | 21.6 | - | - | - | - |
| 10 | Mid-Atlantic | Seeds | MA5005DV | 21.4 | - | - | - | - |
| 11 | Mid-Atlantic | Seeds | MA5103D | 21.2 | - | - | - | - |
| 12 | Seed | Consultants | SC1094PCE | 20.9 | - | - | - | - |
| 13 | Revere | Seed | Revere 0518 VT2P | 20.8 | - | - | - | - |
| 14 | Chemgro | 6959D | - | 20.7 | - | - | - | - |
| 15 | Channel | 203-99SSP | - | 20.5 | - | - | - | - |
| 15 | Seed | Consultants | SC1055PCE | 20.5 | - | - | - | - |
| 15 | Channel | 210-92SSP | - | 20.5 | - | - | - | - |
| 18 | Red | Tail | RT 55T79 | 20.4 | - | - | - | - |
| 19 | DEKALB | DKC105-25 | - | 20.3 | - | - | - | - |
| 20 | Mid-Atlantic | Seeds | MA6029PCE | 20.0 | - | - | - | - |
| 20 | Enogen | E110F4-D | - | 20.0 | - | - | - | - |
| 22 | Enogen | E105Z5-D | - | 19.7 | - | - | - | - |
| 22 | Revere | Seed | Revere 101-P47 VT2P | 19.7 | - | - | - | - |
| 22 | Red | Tail | RT 51T86 | 19.7 | - | - | - | - |
| 25 | Seed | Consultants | SC1112AM | 17.7 | - | - | - | - |
| 26 | DEKALB | DKC53-94 | - | 17.4 | - | - | - | - |
| 27 | Rob-See-Co | RC5149-SS | - | 16.7 | - | - | - | - |
| 28 | Mid-Atlantic | Seeds | MA6032PCE | 16.3 | - | - | - | - |
| 29 | Mid-Atlantic | Seeds | MA6065PCE | 16.1 | - | - | - | - |
| 30 | Rob-See-Co | MCT6014-D | - | 15.6 | - | - | - | - |
| 31 | Chemgro | 7054PCE | - | 15.1 | - | - | - | - |
Top 5 by Ton/Acre: Consultants (Seed) 25.2, 204-54SSP (Channel) 24.3, DKC61-80 (DEKALB) 23.5, 6854PCE (Chemgro) 22.5, Consultants (Seed) 21.9.