Automated README summary
Automatically summarized from the README on 24 Oct 2026; not a run by jevbooks. Run instructions and author-reported outcomes still need verification.
What it is
A NiFi 2.12 processor that sends a text FlowFile's content to TypeSafe Jev with a semantic yes/no question and routes the FlowFile to yes, no, review, or failure based on the returned probability.
How it uses Jev
Jev answers one yes/no Condition on the FlowFile text. The processor reads the probability and routes: yes if p ≥ Confidence Threshold, no if p ≤ 0.2, review if near 0.5, empty, oversized, or over budget, failure on API errors. It writes jev.probability, jev.model, jev.state.sha256, and jev.route.
Primitives:choice
Technique worth stealing
Treat uncertain probabilities as a review lane and keep a separate failure circuit, clearing stale verdict attributes on each pass.
Try it
Run mvn -B verify, copy the NAR into NiFi extensions, add RouteWithJev, and set API Key, Endpoint, Model, and Condition.
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-1.14.0- Project signals
jev-1.14.0- Category
jev-1.14.0- Pattern tags
jev-1.14.0
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 material0.71
- Shows a System One patternunclear0.44
- Describes handling uncertaintynot found in the excerpt0.34
- Reports measured numbersnot found in the excerpt0.02
- Is a runnable toolFound in material0.90
- Top-10 learning shortlist signalunclear0.42
- Is a replica of the modelnot found in the excerpt0.10
- Solves a common problem (0–2)score on a 0–2 scale1.15 / 2
- About JevFound in material0.99
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 24 Oct 2026.