@usekaval/kaval

@usekaval/kaval

The freshness gate for AI. Give kaval a belief your system already holds — a cached fact, a CRM field, an agent memory — and it checks the live world and returns a typed verdict: current, stale, contradicted, unsupported, conflicting, or insufficient.

npm install @usekaval/kaval

Gate a belief before you act on it

import { Kaval } from "@usekaval/kaval";

const kaval = new Kaval({ apiKey: process.env.KAVAL_API_KEY });

const decision = await kaval.verify("Acme's CEO is Jane Doe");
if (!decision.act) {
  // stale / contradicted — re-fetch before relying on it
}

verify() returns the verdict plus act — true only when the belief is current and confident (≥ 0.7 by default; override with minConfidence).

Pick a speed/depth tier

const decision = await kaval.verify({ belief: "Acme's CEO is Jane Doe", mode: "deep" });

decision.tier; // "deep" — the tier that ran (echoes your `mode`)
decision.explanation?.content; // deep only: a cited, markdown rationale with [n] citations
decision.explanation?.citations; // [{ url, title? }] — drawn only from the gathered evidence
decision.explanation?.confidence; // "high" | "medium" | "low"

mode selects the tier (default auto):

• instant — cache / graph-prior only, no fetch or LLM; fastest, answers from what's already known.
• fast — a cheap model, origin-only.
• auto — balanced (the default).
• deep — the strongest model + a synthesized, inline-cited explanation for audit/human review.

Sweep a store for drift

const report = await kaval.scanStore({
  beliefs: ["Acme is on the Enterprise plan", "Jane Doe is VP Eng at Acme"],
});
report.riskiest.forEach((r) => console.log(r.belief, "→", r.status));

// …or get pushed the newly-stale ones:
await kaval.monitor({ beliefs, webhook: "https://your-app.com/hooks/stale" });

API

verify · check · extractAndCheck · scanStore · monitor · reportOutcome · kaval · kavalBatch · health. Construct with { apiKey, baseUrl?, fetch? } — baseUrl defaults to https://api.usekaval.com. Works in Node 18+, browsers, and edge runtimes (uses the global fetch). The Python client mirrors this surface: pip install kaval.