新功能:个性化推荐算法

This commit is contained in:
吕新雨
2026-02-02 16:47:37 +08:00
parent 936094211b
commit 6dc4e2b943
119 changed files with 7427 additions and 357 deletions

View File

@@ -0,0 +1,63 @@
import i18n from 'i18next';
import { API_BASE_URL } from '@/src/constants/env';
import type { UserProfileV1_2 } from '@/src/features/userProfileScoring';
export type RecommendedItem = {
content_id: number;
text: string;
final_score: number;
fallback_level_final: number;
explanations?: Record<string, unknown> | null;
};
export type RecoMeta = Record<string, unknown>;
export type RecoEngineResult = {
items: RecommendedItem[];
meta: RecoMeta;
};
export type RecoRequest = {
k?: number;
user_profile: UserProfileV1_2;
already_recommended_ids?: Array<string | number>;
touched_or_viewed_ids?: Array<string | number>;
now?: string; // ISO8601可选
};
function withTimeout(ms: number): AbortController {
const controller = new AbortController();
setTimeout(() => controller.abort(), ms);
return controller;
}
export async function fetchRecoFeed(req: RecoRequest): Promise<RecoEngineResult> {
const controller = withTimeout(12_000);
const url = `${API_BASE_URL}/v1/reco/feed`;
const res = await fetch(url, {
method: 'POST',
headers: {
'Content-Type': 'application/json',
// 让后端做 locale 选择(目前后端只区分 en/tc
'Accept-Language': i18n.language || 'en',
},
body: JSON.stringify({
k: req.k,
user_profile: req.user_profile,
already_recommended_ids: req.already_recommended_ids ?? [],
touched_or_viewed_ids: req.touched_or_viewed_ids ?? [],
now: req.now,
}),
signal: controller.signal,
});
if (!res.ok) {
const text = await res.text().catch(() => '');
throw new Error(`推荐接口请求失败:${res.status} ${res.statusText} ${text}`.trim());
}
return (await res.json()) as RecoEngineResult;
}