Refactor code structure for improved readability and maintainability

backend/dist/ai/ai.controller.d.ts

@@ -0,0 +1,12 @@
+export interface AiModelInfo {
+    id: string;
+    name: string;
+    description: string;
+    model: string;
+    path: string;
+    trigger: string;
+    access: string;
+}
+export declare class AiController {
+    getModels(): AiModelInfo[];
+}

backend/dist/ai/ai.controller.js

@@ -0,0 +1,79 @@
+"use strict";
+var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
+    var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
+    if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
+    else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
+    return c > 3 && r && Object.defineProperty(target, key, r), r;
+};
+var __metadata = (this && this.__metadata) || function (k, v) {
+    if (typeof Reflect === "object" && typeof Reflect.metadata === "function") return Reflect.metadata(k, v);
+};
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.AiController = void 0;
+const common_1 = require("@nestjs/common");
+const public_decorator_1 = require("../auth/decorators/public.decorator");
+const ai_service_1 = require("./ai.service");
+const RECEIPT_IMPORT_MODEL = 'mistral-small-2603';
+let AiController = class AiController {
+    getModels() {
+        return [
+            {
+                id: 'receipt-pdf',
+                name: 'Kvittoimport — PDF-tolkning',
+                description: 'Extraherar varunamn, mängd och pris ur PDF-kvitton via textanalys.',
+                model: RECEIPT_IMPORT_MODEL,
+                path: '/import',
+                trigger: 'Vid uppladdning av PDF-kvitto',
+                access: 'Alla inloggade',
+            },
+            {
+                id: 'receipt-image',
+                name: 'Kvittoimport — Bildtolkning',
+                description: 'Extraherar varunamn, mängd och pris ur kvittofoton via bildanalys.',
+                model: RECEIPT_IMPORT_MODEL,
+                path: '/import',
+                trigger: 'Vid uppladdning av kvittobild (JPEG, PNG, WebP, HEIC)',
+                access: 'Alla inloggade',
+            },
+            {
+                id: 'receipt-category',
+                name: 'Kvittoimport — Kategorisuggestion',
+                description: 'För varor som inte matchas mot befintliga produkter visas ett AI-förslag på kategori som ledtråd.',
+                model: ai_service_1.AI_CATEGORIZATION_MODEL,
+                path: '/import',
+                trigger: 'Automatiskt efter kvittotolkning (om inga träffar hittas)',
+                access: 'Premium-användare + Admin',
+            },
+            {
+                id: 'product-suggest',
+                name: 'AI-kategorisering per produkt',
+                description: 'Ger ett AI-förslag på kategori för en enskild produkt med säkerhetsindikation (hög/medel/låg).',
+                model: ai_service_1.AI_CATEGORIZATION_MODEL,
+                path: '/admin/products',
+                trigger: 'Manuell — klick på "✨ Fråga AI" i produktlistan',
+                access: 'Admin',
+            },
+            {
+                id: 'product-bulk',
+                name: 'AI-bulk-kategorisering',
+                description: 'Analyserar alla okategoriserade produkter och presenterar förslag i ett bekräftelsemodal.',
+                model: ai_service_1.AI_CATEGORIZATION_MODEL,
+                path: '/admin/products',
+                trigger: 'Manuell — knappen "✨ AI-kategorisera okategoriserade"',
+                access: 'Admin',
+            },
+        ];
+    }
+};
+exports.AiController = AiController;
+__decorate([
+    (0, common_1.Get)('models'),
+    (0, public_decorator_1.Public)(),
+    __metadata("design:type", Function),
+    __metadata("design:paramtypes", []),
+    __metadata("design:returntype", Array)
+], AiController.prototype, "getModels", null);
+exports.AiController = AiController = __decorate([
+    (0, common_1.Controller)('ai')
+], AiController);
+//# sourceMappingURL=ai.controller.js.map

backend/dist/ai/ai.controller.js.map

@@ -0,0 +1 @@
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backend/dist/ai/ai.module.d.ts

@@ -0,0 +1,2 @@
+export declare class AiModule {
+}

backend/dist/ai/ai.module.js

@@ -0,0 +1,23 @@
+"use strict";
+var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
+    var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
+    if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
+    else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
+    return c > 3 && r && Object.defineProperty(target, key, r), r;
+};
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.AiModule = void 0;
+const common_1 = require("@nestjs/common");
+const ai_service_1 = require("./ai.service");
+const ai_controller_1 = require("./ai.controller");
+let AiModule = class AiModule {
+};
+exports.AiModule = AiModule;
+exports.AiModule = AiModule = __decorate([
+    (0, common_1.Module)({
+        controllers: [ai_controller_1.AiController],
+        providers: [ai_service_1.AiService],
+        exports: [ai_service_1.AiService],
+    })
+], AiModule);
+//# sourceMappingURL=ai.module.js.map

backend/dist/ai/ai.module.js.map

@@ -0,0 +1 @@
+{"version":3,"file":"ai.module.js","sourceRoot":"","sources":["../../src/ai/ai.module.ts"],"names":[],"mappings":";;;;;;;;;AAAA,2CAAwC;AACxC,6CAAyC;AACzC,mDAA+C;AAOxC,IAAM,QAAQ,GAAd,MAAM,QAAQ;CAAG,CAAA;AAAX,4BAAQ;mBAAR,QAAQ;IALpB,IAAA,eAAM,EAAC;QACN,WAAW,EAAE,CAAC,4BAAY,CAAC;QAC3B,SAAS,EAAE,CAAC,sBAAS,CAAC;QACtB,OAAO,EAAE,CAAC,sBAAS,CAAC;KACrB,CAAC;GACW,QAAQ,CAAG"}

backend/dist/ai/ai.service.d.ts

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+import { FlatCategory } from '../categories/categories.service';
+export declare const AI_CATEGORIZATION_MODEL = "mistral-tiny";
+export type CategorySuggestion = {
+    categoryId: number;
+    categoryName: string;
+    path: string;
+    confidence: 'high' | 'medium' | 'low';
+    usedFallback: boolean;
+};
+export declare class AiService {
+    private readonly logger;
+    suggestCategory(productName: string, categories: FlatCategory[]): Promise<CategorySuggestion>;
+    private fallbackToOvrigt;
+}

backend/dist/ai/ai.service.js

@@ -0,0 +1,150 @@
+"use strict";
+var __decorate = (this && this.__decorate) || function (decorators, target, key, desc) {
+    var c = arguments.length, r = c < 3 ? target : desc === null ? desc = Object.getOwnPropertyDescriptor(target, key) : desc, d;
+    if (typeof Reflect === "object" && typeof Reflect.decorate === "function") r = Reflect.decorate(decorators, target, key, desc);
+    else for (var i = decorators.length - 1; i >= 0; i--) if (d = decorators[i]) r = (c < 3 ? d(r) : c > 3 ? d(target, key, r) : d(target, key)) || r;
+    return c > 3 && r && Object.defineProperty(target, key, r), r;
+};
+var AiService_1;
+Object.defineProperty(exports, "__esModule", { value: true });
+exports.AiService = exports.AI_CATEGORIZATION_MODEL = void 0;
+const common_1 = require("@nestjs/common");
+const MISTRAL_API_URL = 'https://api.mistral.ai/v1/chat/completions';
+exports.AI_CATEGORIZATION_MODEL = 'mistral-tiny';
+const MODEL = exports.AI_CATEGORIZATION_MODEL;
+let AiService = AiService_1 = class AiService {
+    constructor() {
+        this.logger = new common_1.Logger(AiService_1.name);
+    }
+    async suggestCategory(productName, categories) {
+        const apiKey = process.env.MISTRAL_API_KEY;
+        if (!apiKey) {
+            throw new common_1.ServiceUnavailableException('MISTRAL_API_KEY är inte konfigurerad i miljövariabler');
+        }
+        const categoryList = categories
+            .map((c) => `[${c.id}] ${c.path}`)
+            .join('\n');
+        const systemPrompt = `Du är ett kategoriseringssystem för en livsmedelsapp. Din uppgift är att hitta den mest lämpliga kategorin för en produkt.
+
+Tillgängliga kategorier (format: [id] Sökväg):
+${categoryList}
+
+Regler:
+1. Välj den mest specifika underkategorin som passar produkten.
+2. Om ingen specifik kategori passar, välj en underkategori under "Övrigt" om möjligt.
+3. Om ingen underkategori under "Övrigt" passar, välj "Övrigt" (den kategori vars sökväg är exakt "Övrigt").
+4. Du MÅSTE alltid returnera ett svar — aldrig null eller tomt.
+5. Svara ENDAST med giltig JSON i detta format: { "categoryId": <nummer>, "confidence": "high" | "medium" | "low" }
+   - "high": uppenbart matchande kategori
+   - "medium": trolig matchning
+   - "low": osäker, används fallback (Övrigt eller underkategori till Övrigt)`;
+        const userPrompt = `Produkt: "${productName}"`;
+        let raw = '';
+        const MAX_RETRIES = 3;
+        for (let attempt = 1; attempt <= MAX_RETRIES; attempt++) {
+            try {
+                const response = await fetch(MISTRAL_API_URL, {
+                    method: 'POST',
+                    headers: {
+                        'Content-Type': 'application/json',
+                        Authorization: `Bearer ${apiKey}`,
+                    },
+                    body: JSON.stringify({
+                        model: MODEL,
+                        messages: [
+                            { role: 'system', content: systemPrompt },
+                            { role: 'user', content: userPrompt },
+                        ],
+                        max_tokens: 100,
+                        temperature: 0.1,
+                        response_format: { type: 'json_object' },
+                    }),
+                });
+                if (response.status === 503 || response.status === 429) {
+                    const err = await response.text();
+                    this.logger.warn(`Mistral API ${response.status} (försök ${attempt}/${MAX_RETRIES}): ${err}`);
+                    if (attempt < MAX_RETRIES) {
+                        await new Promise((r) => setTimeout(r, attempt * 1500));
+                        continue;
+                    }
+                    throw new common_1.ServiceUnavailableException('AI-tjänsten är tillfälligt otillgänglig, försök igen');
+                }
+                if (!response.ok) {
+                    const err = await response.text();
+                    this.logger.error(`Mistral API-fel: ${response.status} ${err}`);
+                    throw new common_1.ServiceUnavailableException('AI-tjänsten svarade inte korrekt');
+                }
+                const data = await response.json();
+                raw = data.choices?.[0]?.message?.content ?? '';
+                break;
+            }
+            catch (err) {
+                if (err instanceof common_1.ServiceUnavailableException)
+                    throw err;
+                this.logger.error(`Mistral fetch-fel (försök ${attempt}/${MAX_RETRIES}): ${String(err)}`);
+                if (attempt < MAX_RETRIES) {
+                    await new Promise((r) => setTimeout(r, attempt * 1500));
+                    continue;
+                }
+                throw new common_1.ServiceUnavailableException('Kunde inte nå AI-tjänsten');
+            }
+        }
+        let parsed;
+        try {
+            parsed = JSON.parse(raw);
+        }
+        catch {
+            this.logger.warn(`AI returnerade ogiltig JSON: ${raw}`);
+            return this.fallbackToOvrigt(categories);
+        }
+        const validId = typeof parsed.categoryId === 'number';
+        const matchedCategory = validId ? categories.find((c) => c.id === parsed.categoryId) : null;
+        if (!matchedCategory) {
+            this.logger.warn(`AI returnerade okänt categoryId ${parsed.categoryId}, använder fallback`);
+            return this.fallbackToOvrigt(categories);
+        }
+        const confidence = ['high', 'medium', 'low'].includes(parsed.confidence)
+            ? parsed.confidence
+            : 'medium';
+        if (confidence === 'low') {
+            const l1Name = matchedCategory.path.split(' > ')[0];
+            const l1 = categories.find((c) => c.path === l1Name);
+            if (l1 && l1.id !== matchedCategory.id) {
+                this.logger.log(`AI-guardrail: ${confidence} konfidenspoäng → remappar "${matchedCategory.path}" → L1 "${l1.path}"`);
+                return {
+                    categoryId: l1.id,
+                    categoryName: l1.name,
+                    path: l1.path,
+                    confidence,
+                    usedFallback: true,
+                };
+            }
+        }
+        return {
+            categoryId: matchedCategory.id,
+            categoryName: matchedCategory.name,
+            path: matchedCategory.path,
+            confidence,
+            usedFallback: confidence === 'low',
+        };
+    }
+    fallbackToOvrigt(categories) {
+        const ovrigt = categories.find((c) => c.path === 'Övrigt');
+        if (!ovrigt) {
+            const first = categories[0];
+            return { categoryId: first.id, categoryName: first.name, path: first.path, confidence: 'low', usedFallback: true };
+        }
+        return {
+            categoryId: ovrigt.id,
+            categoryName: ovrigt.name,
+            path: ovrigt.path,
+            confidence: 'low',
+            usedFallback: true,
+        };
+    }
+};
+exports.AiService = AiService;
+exports.AiService = AiService = AiService_1 = __decorate([
+    (0, common_1.Injectable)()
+], AiService);
+//# sourceMappingURL=ai.service.js.map

backend/dist/ai/ai.service.js.map

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