S5: onboarding → minne + smaksignaler (user_stated)

This commit is contained in:
Sven (AAMOS AI)
2026-08-11 04:43:43 +07:00
parent 1e18146665
commit f86a37dd33
26 changed files with 10812 additions and 2 deletions
+2
View File
@@ -281,6 +281,7 @@ export async function computeMemoryImpact(options: MemoryImpactOptions): Promise
id: schema.tasteSignals.id,
userId: schema.tasteSignals.userId,
axis: schema.tasteSignals.axis,
target: schema.tasteSignals.target,
direction: schema.tasteSignals.direction,
strength: schema.tasteSignals.strength,
origin: schema.tasteSignals.origin,
@@ -291,6 +292,7 @@ export async function computeMemoryImpact(options: MemoryImpactOptions): Promise
.where(eq(schema.tasteSignals.userId, userId));
const tasteSignals: TasteSignal[] = tasteRows.map((t) => ({
...t,
target: t.target ?? undefined,
refRecipeId: t.refRecipeId ?? undefined,
createdAt: t.createdAt.toISOString(),
}));
+156
View File
@@ -0,0 +1,156 @@
import type { Database } from "@app/database";
import { schema } from "@app/database";
import type { Allergen, Cuisine, GoalType } from "@app/shared-types";
/**
* Spegla onboarding-angivna preferenser i användarens synliga minne och
* smaksignaler (S5). Allt skrivs som `user_stated` / `verifiedByUser=true`.
*
* - memory_items: upsert på (userId, key).
* - taste_signals: upsert på (userId, axis, target).
*
* Idempotent upprepade anrop skapar inga dubletter.
*/
const ONBOARDING_ORIGIN = "user_stated" as const;
const ONBOARDING_CONFIDENCE = 1;
const TASTE_STRENGTH = 0.9;
export interface OnboardingMemoryInput {
primaryGoal?: GoalType | null;
goals?: GoalType[];
allergens?: Allergen[];
favoriteCuisines?: Cuisine[];
avoidIngredientIds?: string[];
spiceLevelMax?: number | null;
}
interface MemoryEntry {
key: string;
summarySv: string;
value: unknown;
}
export async function syncOnboardingMemory(
db: Database,
userId: string,
prefs: OnboardingMemoryInput,
): Promise<void> {
const memoryEntries: MemoryEntry[] = [];
if (prefs.primaryGoal) {
memoryEntries.push({
key: `goal:primary:${prefs.primaryGoal}`,
summarySv: `Primärt mål: ${prefs.primaryGoal}`,
value: { primaryGoal: prefs.primaryGoal },
});
}
for (const goal of prefs.goals ?? []) {
memoryEntries.push({
key: `goal:${goal}`,
summarySv: `Mål: ${goal}`,
value: { goal },
});
}
for (const allergen of prefs.allergens ?? []) {
memoryEntries.push({
key: `allergen:${allergen}`,
summarySv: `Allergi: ${allergen}`,
value: { allergen },
});
}
for (const cuisine of prefs.favoriteCuisines ?? []) {
memoryEntries.push({
key: `favorite-cuisine:${cuisine}`,
summarySv: `Favoritkök: ${cuisine}`,
value: { favoriteCuisine: cuisine },
});
}
for (const ingredientId of prefs.avoidIngredientIds ?? []) {
memoryEntries.push({
key: `avoid-ingredient:${ingredientId}`,
summarySv: `Undviker ingrediens: ${ingredientId}`,
value: { avoidIngredientId: ingredientId },
});
}
if (prefs.spiceLevelMax != null) {
memoryEntries.push({
key: "spice-level-max",
summarySv: `Max styrka: ${prefs.spiceLevelMax}`,
value: { spiceLevelMax: prefs.spiceLevelMax },
});
}
for (const entry of memoryEntries) {
await db
.insert(schema.memoryItems)
.values({
userId,
kind: "structured_fact",
key: entry.key,
summarySv: entry.summarySv,
value: entry.value,
origin: ONBOARDING_ORIGIN,
confidence: ONBOARDING_CONFIDENCE,
verifiedByUser: true,
})
.onConflictDoUpdate({
target: [schema.memoryItems.userId, schema.memoryItems.key],
set: {
summarySv: entry.summarySv,
value: entry.value,
origin: ONBOARDING_ORIGIN,
confidence: ONBOARDING_CONFIDENCE,
verifiedByUser: true,
updatedAt: new Date(),
},
});
}
const tasteEntries: Array<{
axis: "cuisine" | "ingredient_avoid";
target: string;
direction: number;
}> = [];
for (const cuisine of prefs.favoriteCuisines ?? []) {
tasteEntries.push({ axis: "cuisine", target: cuisine, direction: 1 });
}
for (const ingredientId of prefs.avoidIngredientIds ?? []) {
tasteEntries.push({
axis: "ingredient_avoid",
target: ingredientId,
direction: -1,
});
}
for (const signal of tasteEntries) {
await db
.insert(schema.tasteSignals)
.values({
userId,
axis: signal.axis,
target: signal.target,
direction: signal.direction,
strength: TASTE_STRENGTH,
origin: ONBOARDING_ORIGIN,
})
.onConflictDoUpdate({
target: [
schema.tasteSignals.userId,
schema.tasteSignals.axis,
schema.tasteSignals.target,
],
set: {
direction: signal.direction,
strength: TASTE_STRENGTH,
origin: ONBOARDING_ORIGIN,
},
});
}
}