mirror of
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Conflicts: migration 073_memory_vec->083; localDb/.env/REPOSITORY_MAP union; request.ts->base; i18n auto-merged; .source regenerated (+3 docs). openapi: --theirs base + surgically inserted 14 memory paths + 4 schemas + Memory tag via js-yaml extract (union-blind broke YAML structure). +938 lines, base formatting preserved, gen-openapi validates. deps: @huggingface/transformers + sqlite-vec added (package.json); npm install ran, lock regenerated. chatCore auto-merged (memory + quota hooks coexist, transform OK). typecheck:core 0 errors.
546 lines
16 KiB
TypeScript
546 lines
16 KiB
TypeScript
/**
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* Memory store - CRUD operations with prepared statements and caching
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*/
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import { getDbInstance } from "../db/core";
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import { upsertSemanticMemoryPoint, deleteSemanticMemoryPoint } from "./qdrant";
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import { Memory, MemoryType } from "./types";
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import { logger } from "../../../open-sse/utils/logger.ts";
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import { sanitizeErrorMessage } from "../../../open-sse/utils/error.ts";
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import { resolveEmbeddingSource, embed } from "./embedding";
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import { getVectorStore } from "./vectorStore";
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import { getMemorySettings } from "./settings";
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import { markMemoryNeedsReindex } from "@/lib/localDb";
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const log = logger("MEMORY_STORE");
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interface CacheEntry<T> {
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value: T;
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timestamp: number;
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}
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interface MemoryRow {
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id: string;
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api_key_id: string;
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session_id: string | null;
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type: MemoryType;
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key: string | null;
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content: string;
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metadata: string | null;
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created_at: string;
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updated_at: string;
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expires_at: string | null;
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}
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// Memory cache configuration
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const MEMORY_CACHE_TTL = 60_000; // 1 minute
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const MEMORY_MAX_CACHE_SIZE = 500;
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// Cache for recently accessed memories
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const _memoryCache = new Map<string, CacheEntry<Memory | null>>();
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// Helper function to safely parse JSON strings
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function parseJSON(value: unknown): Record<string, unknown> {
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if (!value || typeof value !== "string" || value.trim() === "") {
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return {};
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}
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try {
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const parsed = JSON.parse(value);
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return typeof parsed === "object" && parsed !== null ? parsed : {};
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} catch {
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return {};
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}
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}
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function invalidateMemoryCache(key: string) {
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_memoryCache.delete(key);
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}
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function evictIfNeeded<TKey, TValue>(cache: Map<TKey, TValue>) {
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if (cache.size > MEMORY_MAX_CACHE_SIZE) {
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// Remove oldest entries first
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const keysArray = Array.from(cache.keys());
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const entriesToRemove = Math.floor(cache.size * 0.2);
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for (let i = 0; i < entriesToRemove; i++) {
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cache.delete(keysArray[i]);
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}
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}
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}
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function rowToMemory(row: MemoryRow): Memory {
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return {
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id: String(row.id),
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apiKeyId: String(row.api_key_id),
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sessionId: typeof row.session_id === "string" ? row.session_id : "",
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type: row.type as MemoryType,
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key: typeof row.key === "string" ? row.key : "",
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content: String(row.content),
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metadata: parseJSON(row.metadata),
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createdAt: new Date(String(row.created_at)),
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updatedAt: new Date(String(row.updated_at)),
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expiresAt: row.expires_at ? new Date(String(row.expires_at)) : null,
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};
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}
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/**
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* Find existing memory by apiKeyId and key (for UPSERT logic)
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*/
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function findExistingMemory(
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db: ReturnType<typeof getDbInstance>,
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apiKeyId: string,
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key: string
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): MemoryRow | undefined {
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if (!key) return undefined;
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const stmt = db.prepare(
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"SELECT * FROM memories WHERE api_key_id = ? AND key = ? ORDER BY created_at DESC LIMIT 1"
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);
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return stmt.get(apiKeyId, key) as MemoryRow | undefined;
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}
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/**
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* Fire-and-forget: generate embedding for a memory and upsert into sqlite-vec.
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* Errors are logged but never thrown — this must never block the SQLite write.
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*/
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/**
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* Best-effort: try to mark a memory needs_reindex. Swallows errors so that DB-closed
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* states (e.g. test teardown after the parent promise resolved) never escape as
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* unhandledRejection. Producing this side-effect is opportunistic by design.
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*/
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function safeMarkNeedsReindex(id: string, needs: boolean): void {
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try {
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markMemoryNeedsReindex(id, needs);
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} catch {
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// intentional swallow — DB may be closed (test teardown) or schema not yet ready
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}
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}
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function scheduleVectorUpsert(id: string, content: string): void {
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setImmediate(async () => {
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try {
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const settings = await getMemorySettings();
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const resolution = resolveEmbeddingSource(settings);
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if (!resolution.source) return;
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const embeddingResult = await embed(content, settings);
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if (!("vector" in embeddingResult)) {
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log.warn("memory.vec.embed.fail", {
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id,
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reason: embeddingResult.reason,
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message: sanitizeErrorMessage(embeddingResult.message),
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});
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safeMarkNeedsReindex(id, true);
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return;
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}
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const vec = getVectorStore();
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if (!vec) {
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safeMarkNeedsReindex(id, true);
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return;
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}
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await vec.ensureReady(resolution);
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await vec.upsertVector(id, embeddingResult.vector);
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safeMarkNeedsReindex(id, false);
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} catch (err: unknown) {
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log.warn("memory.vec.upsert.fail", {
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id,
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error: sanitizeErrorMessage(err instanceof Error ? err.message : String(err)),
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});
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safeMarkNeedsReindex(id, true);
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}
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});
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}
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/**
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* Create a new memory entry (UPSERT: updates existing if same apiKeyId + key)
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*/
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export async function createMemory(
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memory: Omit<Memory, "id" | "createdAt" | "updatedAt">
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): Promise<Memory> {
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const db = getDbInstance();
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const now = new Date().toISOString();
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// Check for existing memory with same apiKeyId + key (UPSERT logic)
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const existing = memory.key ? findExistingMemory(db, memory.apiKeyId, memory.key) : undefined;
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if (existing) {
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// UPDATE existing record
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const updatedMetadata = { ...parseJSON(existing.metadata), ...memory.metadata };
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const stmt = db.prepare(
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"UPDATE memories SET content = ?, metadata = ?, updated_at = ?, session_id = ?, type = ?, expires_at = ? WHERE id = ?"
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);
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stmt.run(
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memory.content,
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JSON.stringify(updatedMetadata),
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now,
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memory.sessionId,
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memory.type,
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memory.expiresAt ?? null,
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existing.id
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);
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const updatedMemory: Memory = {
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id: String(existing.id),
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apiKeyId: memory.apiKeyId,
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sessionId: memory.sessionId,
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type: memory.type,
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key: memory.key,
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content: memory.content,
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metadata: updatedMetadata,
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createdAt: new Date(String(existing.created_at)),
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updatedAt: new Date(now),
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expiresAt: memory.expiresAt ?? null,
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};
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// Invalidate and update cache
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invalidateMemoryCache(existing.id);
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evictIfNeeded(_memoryCache);
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_memoryCache.set(existing.id, { value: updatedMemory, timestamp: Date.now() });
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log.info("memory.updated", {
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apiKeyId: memory.apiKeyId,
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type: memory.type,
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id: existing.id,
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key: memory.key,
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});
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// Best-effort vector upsert (fire-and-forget — content changed so regenerate)
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scheduleVectorUpsert(String(existing.id), memory.content);
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// Best-effort re-sync to Qdrant after update
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upsertSemanticMemoryPoint({
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id: String(existing.id),
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apiKeyId: memory.apiKeyId || "",
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sessionId: memory.sessionId || "",
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key: memory.key || "",
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content: memory.content,
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metadata: updatedMetadata || {},
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createdAt: String(existing.created_at),
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expiresAt: memory.expiresAt ? memory.expiresAt.toISOString() : null,
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})
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.then((r) => {
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if (r.ok) log.debug?.("qdrant.upsert.ok", { id: existing.id, latencyMs: r.latencyMs });
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else if (r.error && r.error !== "not_configured")
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log.warn?.("qdrant.upsert.fail", { id: existing.id, error: r.error });
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})
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.catch((e) => log.warn?.("qdrant.upsert.error", { id: existing.id, error: String(e) }));
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return updatedMemory;
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}
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// INSERT new record if not exists
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const id = crypto.randomUUID();
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const stmt = db.prepare(
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"INSERT INTO memories (id, api_key_id, session_id, type, key, content, metadata, created_at, updated_at, expires_at) " +
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"VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?)"
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);
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stmt.run(
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id,
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memory.apiKeyId,
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memory.sessionId,
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memory.type,
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memory.key,
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memory.content,
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JSON.stringify(memory.metadata ?? {}),
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now,
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now,
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memory.expiresAt?.toISOString() ?? null
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);
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const createdMemory: Memory = {
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id,
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apiKeyId: memory.apiKeyId,
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sessionId: memory.sessionId,
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type: memory.type,
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key: memory.key,
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content: memory.content,
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metadata: memory.metadata,
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createdAt: new Date(now),
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updatedAt: new Date(now),
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expiresAt: memory.expiresAt ?? null,
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};
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// Cache the newly created memory
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invalidateMemoryCache(id);
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evictIfNeeded(_memoryCache);
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_memoryCache.set(id, { value: createdMemory, timestamp: Date.now() });
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log.info("memory.stored", { apiKeyId: memory.apiKeyId, type: memory.type, id });
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// Best-effort vector upsert (fire-and-forget)
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scheduleVectorUpsert(id, memory.content);
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// Best-effort sync to semantic memory store (Qdrant). Failures do not block the SQLite write.
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upsertSemanticMemoryPoint({
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id,
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apiKeyId: memory.apiKeyId || "",
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sessionId: memory.sessionId || "",
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key: memory.key || "",
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content: memory.content,
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metadata: memory.metadata || {},
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createdAt: now,
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expiresAt: memory.expiresAt ? memory.expiresAt.toISOString() : null,
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})
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.then((r) => {
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if (r.ok) log.debug?.("qdrant.upsert.ok", { id, latencyMs: r.latencyMs });
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else if (r.error && r.error !== "not_configured")
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log.warn?.("qdrant.upsert.fail", { id, error: r.error });
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})
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.catch((e) => log.warn?.("qdrant.upsert.error", { id, error: String(e) }));
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return createdMemory;
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}
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/**
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* Get a memory by ID
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*/
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export async function getMemory(id: string): Promise<Memory | null> {
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if (!id || typeof id !== "string") return null;
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// Check cache first
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const cached = _memoryCache.get(id);
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if (cached && Date.now() - cached.timestamp < MEMORY_CACHE_TTL) {
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return cached.value;
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}
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const db = getDbInstance();
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const stmt = db.prepare("SELECT * FROM memories WHERE id = ?");
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const row = stmt.get(id) as MemoryRow | undefined;
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if (!row) {
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// Cache negative result briefly to prevent repeated DB hits
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evictIfNeeded(_memoryCache);
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_memoryCache.set(id, { value: null, timestamp: Date.now() });
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return null;
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}
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const memory = rowToMemory(row);
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// Cache the result
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evictIfNeeded(_memoryCache);
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_memoryCache.set(id, { value: memory, timestamp: Date.now() });
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return memory;
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}
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/**
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* Update a memory entry
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*/
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export async function updateMemory(
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id: string,
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updates: Partial<Omit<Memory, "id" | "createdAt">>
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): Promise<boolean> {
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if (!id || typeof id !== "string") return false;
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const db = getDbInstance();
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const now = new Date().toISOString();
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// Fetch current state to detect content/key change (needed for vector re-gen)
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const currentRow = db.prepare("SELECT content, key FROM memories WHERE id = ?").get(id) as
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| { content: string; key: string | null }
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| undefined;
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// Build dynamic update query
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const fields: string[] = [];
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const values: unknown[] = [];
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if (updates.type !== undefined) {
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fields.push("type = ?");
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values.push(updates.type);
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}
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if (updates.key !== undefined) {
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fields.push("key = ?");
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values.push(updates.key);
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}
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if (updates.content !== undefined) {
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fields.push("content = ?");
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values.push(updates.content);
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}
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if (updates.metadata !== undefined) {
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fields.push("metadata = ?");
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values.push(JSON.stringify(updates.metadata));
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}
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if (updates.expiresAt !== undefined) {
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fields.push("expires_at = ?");
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values.push(updates.expiresAt?.toISOString() ?? null);
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}
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// Always update the updatedAt timestamp
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fields.push("updated_at = ?");
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values.push(now);
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values.push(id); // For WHERE clause
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const stmt = db.prepare(`UPDATE memories SET ${fields.join(", ")} WHERE id = ?`);
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const result = stmt.run(...values);
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if (result.changes === 0) {
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return false;
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}
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// Invalidate cache for this memory
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invalidateMemoryCache(id);
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// Regenerate vector if content or key changed (fire-and-forget)
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const contentChanged =
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updates.content !== undefined && updates.content !== currentRow?.content;
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const keyChanged = updates.key !== undefined && updates.key !== currentRow?.key;
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if (contentChanged || keyChanged) {
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const newContent = updates.content ?? currentRow?.content ?? "";
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scheduleVectorUpsert(id, newContent);
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}
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return true;
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}
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/**
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* Delete a memory by ID.
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* D15 (bug #3): MUST call both vec.deleteVector AND deleteSemanticMemoryPoint
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* before the SQLite DELETE to keep all stores in sync.
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*/
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export async function deleteMemory(id: string): Promise<boolean> {
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if (!id || typeof id !== "string") return false;
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// 1. Delete from sqlite-vec (best-effort — does not fail if vec not loaded)
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const vec = getVectorStore();
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if (vec) {
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await vec.deleteVector(id).catch((e: unknown) =>
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log.warn("memory.vec.delete.fail", {
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id,
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error: sanitizeErrorMessage(e instanceof Error ? e.message : String(e)),
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})
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);
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}
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// 2. Delete from Qdrant (best-effort — already existed before plan 21)
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await deleteSemanticMemoryPoint(id).catch((e: unknown) =>
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log.warn("memory.qdrant.delete.fail", {
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id,
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error: sanitizeErrorMessage(e instanceof Error ? e.message : String(e)),
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})
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);
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// 3. Delete from SQLite
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const db = getDbInstance();
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const stmt = db.prepare("DELETE FROM memories WHERE id = ?");
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const result = stmt.run(id);
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if (result.changes === 0) {
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return false;
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}
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// Invalidate cache for this memory
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invalidateMemoryCache(id);
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log.info("memory.deleted", { id });
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return true;
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}
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/**
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* List memories with optional filtering and pagination
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*/
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export async function listMemories(filters: {
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apiKeyId?: string;
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type?: MemoryType;
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sessionId?: string;
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query?: string;
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limit?: number;
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offset?: number;
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page?: number;
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}): Promise<{ data: Memory[]; total: number; byType: Record<string, number> }> {
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const db = getDbInstance();
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// Build dynamic query conditions
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const whereClauses: string[] = [];
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const whereParams: unknown[] = [];
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if (filters.apiKeyId) {
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whereClauses.push("api_key_id = ?");
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whereParams.push(filters.apiKeyId);
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}
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if (filters.type) {
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whereClauses.push("type = ?");
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whereParams.push(filters.type);
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}
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if (filters.sessionId) {
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whereClauses.push("session_id = ?");
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whereParams.push(filters.sessionId);
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}
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if (typeof filters.query === "string" && filters.query.trim().length > 0) {
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const likeQuery = `%${filters.query.trim().toLowerCase()}%`;
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whereClauses.push("(LOWER(content) LIKE ? OR LOWER(key) LIKE ?)");
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whereParams.push(likeQuery, likeQuery);
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}
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// Run COUNT query + byType aggregation in a single query
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let countQuery = "SELECT COUNT(*) as total FROM memories";
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if (whereClauses.length > 0) {
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countQuery += " WHERE " + whereClauses.join(" AND ");
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}
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const countStmt = db.prepare(countQuery);
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const countRow = countStmt.get(...whereParams) as { total: number };
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const total = countRow.total;
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// Build byType aggregation (counts ALL matching rows, not just the page)
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let byTypeQuery = "SELECT type, COUNT(*) as count FROM memories";
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const byTypeParams: unknown[] = [...whereParams];
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if (whereClauses.length > 0) {
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byTypeQuery += " WHERE " + whereClauses.join(" AND ");
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}
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byTypeQuery += " GROUP BY type";
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const byTypeStmt = db.prepare(byTypeQuery);
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const byTypeRows = byTypeStmt.all(...byTypeParams) as { type: string; count: number }[];
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const byType = Object.fromEntries(byTypeRows.map((r) => [r.type, r.count])) as Record<
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string,
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number
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>;
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// Calculate effective limit and offset
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const effectiveLimit = filters.limit ?? 50;
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const effectivePage = filters.page ?? 1;
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const effectiveOffset = filters.offset ?? (effectivePage - 1) * effectiveLimit;
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// Build SELECT query with pagination
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let query = "SELECT * FROM memories";
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if (whereClauses.length > 0) {
|
|
query += " WHERE " + whereClauses.join(" AND ");
|
|
}
|
|
|
|
// Add ordering and pagination
|
|
query += " ORDER BY created_at DESC LIMIT ? OFFSET ?";
|
|
|
|
// Build params for SELECT query (WHERE params + pagination params)
|
|
const params = [...whereParams, effectiveLimit, effectiveOffset];
|
|
|
|
const stmt = db.prepare(query);
|
|
const rows = stmt.all(...params);
|
|
|
|
return {
|
|
data: (rows as MemoryRow[]).map(rowToMemory),
|
|
total,
|
|
byType,
|
|
};
|
|
}
|
|
|
|
/**
|
|
* Total estimated tokens across stored memories (4 chars ≈ 1 token), computed in
|
|
* SQL so we never load every memory's content into process memory. Scoped to a
|
|
* single API key when `apiKeyId` is provided, otherwise counts all memories.
|
|
*/
|
|
export function getMemoryTokensUsed(apiKeyId?: string): number {
|
|
const db = getDbInstance();
|
|
const stmt = db.prepare(
|
|
"SELECT COALESCE(SUM((LENGTH(content) + 3) / 4), 0) as tokensUsed FROM memories" +
|
|
(apiKeyId ? " WHERE api_key_id = ?" : "")
|
|
);
|
|
const row = stmt.get(...(apiKeyId ? [apiKeyId] : [])) as { tokensUsed: number } | undefined;
|
|
return row?.tokensUsed ?? 0;
|
|
}
|