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>
530 lines
12 KiB
JSON
530 lines
12 KiB
JSON
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"Milk Per Ton": 24541.0,
|
|
"Beef Per Acre": 234.0,
|
|
"Beef Per Ton": 1862.0
|
|
},
|
|
"entry_num": null
|
|
},
|
|
{
|
|
"rank": 35,
|
|
"brand": "Legacy",
|
|
"product": "Seeds",
|
|
"traits": "Experimental",
|
|
"metrics": {
|
|
"Ton/Acre": 22.2,
|
|
"Milk Per Acre": 3540.0,
|
|
"Milk Per Ton": 23592.0,
|
|
"Beef Per Acre": 257.0,
|
|
"Beef Per Ton": 1768.0
|
|
},
|
|
"entry_num": null
|
|
},
|
|
{
|
|
"rank": 36,
|
|
"brand": "Renk",
|
|
"product": "Seed",
|
|
"traits": "RK700SSTX",
|
|
"metrics": {
|
|
"Ton/Acre": 21.7,
|
|
"Milk Per Acre": 3438.0,
|
|
"Milk Per Ton": 22406.0,
|
|
"Beef Per Acre": 245.0,
|
|
"Beef Per Ton": 1696.0
|
|
},
|
|
"entry_num": null
|
|
}
|
|
],
|
|
"n_results": 36,
|
|
"source_urls": [
|
|
"https://www.goldenharvestseeds.com/silage/plot-report/wi/2024/2465531"
|
|
],
|
|
"fetched_at": "2026-05-25T19:42:13.864387+00:00",
|
|
"scraper_version": "0.1.0"
|
|
}
|