feat(ml): prompt registry + per-request variant selection
Replaces the hardcoded "v1" label with a real prompt registry:
ml/serving/prompts.py — keyed by version: v1 (baseline),
v2-mentor (calm/specific persona),
v3-few-shot (v1 persona + curated examples)
ml/serving/main.py — POST /generate accepts optional prompt_version,
422 on unknown, echoes the version actually used
back in the response
services/api/src/config.ts — TIP_PROMPT_VERSION: empty / single / comma-list
(uniform random per request)
services/api/src/routes/recommender.ts
— pickPromptVersion() drives selection; the
response's prompt_version (not a stale TS
constant) is what lands in tip_scores so the
#92 reward-analytics dashboard shows real
per-variant reaction rates
Closes #84.
Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
This commit is contained in:
@@ -2,8 +2,9 @@
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* Pure-function unit tests for recommender logic — no DB, no HTTP.
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* These can import directly from the module without any mocking.
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*/
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import { describe, it, expect } from 'vitest';
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import { inferReward, dueAgeDays } from '../recommender.js';
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import { describe, it, expect, beforeEach, afterEach, vi } from 'vitest';
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import { inferReward, dueAgeDays, pickPromptVersion } from '../recommender.js';
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import { config } from '../../config.js';
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describe('inferReward', () => {
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it('dismiss → -1', () => expect(inferReward('dismiss', null)).toBe(-1.0));
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@@ -37,3 +38,45 @@ describe('dueAgeDays', () => {
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expect(dueAgeDays({ date: yesterday })).toBeGreaterThan(0);
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});
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});
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describe('pickPromptVersion', () => {
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// Save + restore the original env-driven config field across tests.
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let original: string;
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beforeEach(() => { original = config.TIP_PROMPT_VERSION; });
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afterEach(() => { (config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = original; });
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it('empty config → null (let ml/serving pick its default)', () => {
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(config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = '';
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expect(pickPromptVersion()).toBeNull();
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});
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it('whitespace-only config → null', () => {
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(config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = ' ';
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expect(pickPromptVersion()).toBeNull();
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});
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it('single value → that value', () => {
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(config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = 'v2-mentor';
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expect(pickPromptVersion()).toBe('v2-mentor');
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});
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it('comma-separated → uniformly samples from the set', () => {
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(config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = 'v1,v2-mentor,v3-few-shot';
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const seen = new Set<string>();
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// With 100 trials, the chance of missing any of 3 buckets is (2/3)^100 ≈ 0 — test is reliable.
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for (let i = 0; i < 100; i++) {
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const picked = pickPromptVersion();
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expect(picked).not.toBeNull();
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seen.add(picked!);
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}
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expect(seen).toEqual(new Set(['v1', 'v2-mentor', 'v3-few-shot']));
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});
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it('trims whitespace around comma-separated entries', () => {
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(config as { TIP_PROMPT_VERSION: string }).TIP_PROMPT_VERSION = ' v1 , v2-mentor ';
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for (let i = 0; i < 20; i++) {
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const picked = pickPromptVersion()!;
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expect(['v1', 'v2-mentor']).toContain(picked);
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}
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});
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});
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