Function learningExamples

examples/code/learning-example.ts:25–51

()

};

async function learningExamples() {
    const traces: TraceSnapshot[] = [];
    const prompts = [
        "2 + 2",
        "explain gravity",
        "should ai have rights?",
        "capital of france",
        "compare capitalism vs socialism"
    ];

    for (const query of prompts) {
        const result = await openreason.reason(query);
        traces.push({ query, mode: result.mode, confidence: result.confidence, latency: result.latency });
        console.log(`query: ${query}`);
        console.log(`  mode: ${result.mode}`);
        console.log(`  confidence: ${result.confidence.toFixed(2)}`);
        console.log(`  latency: ${result.latency}ms`);
    }

    const avgLatency = traces.reduce((sum, t) => sum + t.latency, 0) / traces.length;
    const avgConfidence = traces.reduce((sum, t) => sum + t.confidence, 0) / traces.length;

    console.log("\naverage stats", { avgLatency, avgConfidence });

    const evolution = get_evolution_stats();
    console.log("\nprompt evolution telemetry", evolution);
}

learningExamples().catch(console.error);