Automated README summary
Automatically summarized from the README on 27 Sept 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
Zearch is an open-source research engine for users who want cited answers from web evidence. It retrieves sources, uses Jev to select passages and judge sufficiency, and an OpenAI writer to compose cited paragraphs.
How it uses Jev
Jev selects passages from retrieved web evidence and judges sufficiency/conflict. After the writer drafts up to three cited paragraphs, Jev checks each paragraph before release. A failed check returns the exact selected excerpt. Jev support probabilities do not prove the answer is true.
Primitives:choicescore
Technique worth stealing
Use Jev for passage selection and sufficiency judgment, then verify writer output with Jev before release.
Try it
python -m pip install -r requirements.txt; python research_store.py; python server.py; open http://localhost:8765
Model judgments from README excerpts
Project signals use repository metadata, an existing summary and the first 700 README characters, not the full project. “Not found” means not detected in that material; it does not establish absence. These are the original judgments with recorded models and dates, not source audits or run results.
Models & evaluation dates
- Inclusion gate
jev-1.13.0- Project signals
jev-1.13.0- Category
jev-1.13.0- Pattern tags
jev-1.13.0
Evidence
These signals use repository metadata, an existing summary and at most 700 cleaned README characters. ≥ 0.60 means reported in that excerpt; ≤ 0.40 means not found there. The middle band is inconclusive. None is a source-code audit or a test result. The runnable-tool question excludes research experiments; the recommendation question asks for a learning shortlist, not a quality verdict.
- Jev is core to the projectFound in material0.85
- Shows a System One patternunclear0.53
- Describes handling uncertaintynot found in the excerpt0.06
- Reports measured numbersnot found in the excerpt0.05
- Is a runnable toolFound in material0.97
- Top-10 learning shortlist signalunclear0.46
- Is a replica of the modelnot found in the excerpt0.12
- Solves a common problem (0–2)score on a 0–2 scale1.01 / 2
- About JevFound in material0.96
no-judgment band (0.40–0.60)
no-judgment band (0.40–0.60)
The Jev model and date for each judgment stage are listed above. Card written by DeepSeek V4.1 Flash from the README on 27 Sept 2026.