File size: 7,215 Bytes
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const DB_NAME = 'worldmonitor_vector_store';
const DB_VERSION = 1;
const STORE_NAME = 'embeddings';
const MAX_VECTORS = 5000;
export interface StoredVector {
id: string;
text: string;
embedding: Float32Array;
pubDate: number;
ingestedAt: number;
source: string;
url: string;
tags?: string[];
}
export interface VectorSearchResult {
text: string;
pubDate: number;
source: string;
score: number;
}
let db: IDBDatabase | null = null;
let queue: Promise<unknown> = Promise.resolve();
function enqueue<T>(fn: () => Promise<T>): Promise<T> {
const task = queue.then(fn, () => fn());
queue = task.then(() => {}, () => {});
return task;
}
// Named error so callers can `instanceof`-check unavailability vs other
// IndexedDB failures (quota, schema). Worker bundle can't safely import from
// `../services/storage.ts` (main-thread bundle context), so the class is
// defined locally — identity-equal to `storage.ts`'s class only by name, not
// by reference. Both versions extend the same `Error` subclass shape so
// in-bundle callers get consistent typed handling.
export class IndexedDBUnavailableError extends Error {
constructor() {
super('IndexedDB is not available in this environment');
this.name = 'IndexedDBUnavailableError';
}
}
function openDB(): Promise<IDBDatabase> {
if (db) return Promise.resolve(db);
// Worker environments without IndexedDB (rare but possible — e.g., some
// restricted webview workers). Reject early instead of throwing
// ReferenceError on `indexedDB.open(...)` (mirrors the guard in
// src/services/storage.ts).
if (typeof indexedDB === 'undefined') {
return Promise.reject(new IndexedDBUnavailableError());
}
return new Promise((resolve, reject) => {
const request = indexedDB.open(DB_NAME, DB_VERSION);
request.onerror = () => reject(request.error);
request.onsuccess = () => {
db = request.result;
db.onclose = () => { db = null; };
resolve(db);
};
request.onupgradeneeded = (event) => {
const database = (event.target as IDBOpenDBRequest).result;
if (!database.objectStoreNames.contains(STORE_NAME)) {
const store = database.createObjectStore(STORE_NAME, { keyPath: 'id' });
store.createIndex('by_ingestedAt', 'ingestedAt');
}
};
});
}
export function sanitizeTitle(text: string): string {
return text.replace(/[\x00-\x1f\x7f]/g, '').trim().slice(0, 200);
}
export function makeVectorId(source: string, url: string, pubDate: number, text: string): string {
return hashString(JSON.stringify([source, url || '', pubDate, text]));
}
export function storeVectors(
entries: Array<{
text: string;
embedding: Float32Array;
pubDate: number;
source: string;
url: string;
tags?: string[];
}>
): Promise<number> {
return enqueue(async () => {
const database = await openDB();
const now = Date.now();
let stored = 0;
await new Promise<void>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readwrite');
const store = tx.objectStore(STORE_NAME);
for (const entry of entries) {
const clean = sanitizeTitle(entry.text);
if (!clean) continue;
stored++;
const id = makeVectorId(entry.source, entry.url, entry.pubDate, clean);
store.put({
id,
text: clean,
embedding: entry.embedding,
pubDate: entry.pubDate,
ingestedAt: now,
source: entry.source,
url: entry.url,
...(entry.tags?.length ? { tags: entry.tags } : {}),
} satisfies StoredVector);
}
tx.oncomplete = () => resolve();
tx.onerror = () => reject(tx.error);
});
const count = await new Promise<number>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readonly');
const req = tx.objectStore(STORE_NAME).count();
req.onsuccess = () => resolve(req.result);
req.onerror = () => reject(req.error);
});
if (count > MAX_VECTORS) {
const toDelete = count - MAX_VECTORS;
await new Promise<void>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readwrite');
const store = tx.objectStore(STORE_NAME);
const index = store.index('by_ingestedAt');
const cursor = index.openCursor();
let deleted = 0;
cursor.onsuccess = () => {
const c = cursor.result;
if (!c || deleted >= toDelete) return;
c.delete();
deleted++;
c.continue();
};
tx.oncomplete = () => resolve();
tx.onerror = () => reject(tx.error);
});
}
return stored;
});
}
export function searchVectors(
queryEmbeddings: Float32Array[],
topK: number,
minScore: number,
cosineFn: (a: Float32Array, b: Float32Array) => number,
): Promise<VectorSearchResult[]> {
return enqueue(async () => {
const database = await openDB();
const best = new Map<string, { text: string; pubDate: number; source: string; score: number }>();
await new Promise<void>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readonly');
const store = tx.objectStore(STORE_NAME);
const cursor = store.openCursor();
cursor.onsuccess = () => {
const c = cursor.result;
if (!c) return;
const record = c.value as StoredVector;
const stored = record.embedding instanceof Float32Array
? record.embedding
: new Float32Array(record.embedding);
for (const query of queryEmbeddings) {
const score = cosineFn(query, stored);
if (score < minScore) continue;
const existing = best.get(record.id);
if (!existing || score > existing.score) {
best.set(record.id, {
text: record.text,
pubDate: record.pubDate,
source: record.source,
score,
});
}
}
c.continue();
};
tx.oncomplete = () => resolve();
tx.onerror = () => reject(tx.error);
});
return Array.from(best.values())
.sort((a, b) => b.score - a.score)
.slice(0, topK);
});
}
export function getCount(): Promise<number> {
return enqueue(async () => {
const database = await openDB();
return new Promise<number>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readonly');
const req = tx.objectStore(STORE_NAME).count();
req.onsuccess = () => resolve(req.result);
req.onerror = () => reject(req.error);
});
});
}
export function closeDB(): Promise<void> {
return enqueue(async () => {
if (db) {
db.close();
db = null;
}
});
}
export function resetStore(): Promise<void> {
return enqueue(async () => {
const database = await openDB();
await new Promise<void>((resolve, reject) => {
const tx = database.transaction(STORE_NAME, 'readwrite');
tx.objectStore(STORE_NAME).clear();
tx.oncomplete = () => resolve();
tx.onerror = () => reject(tx.error);
});
database.close();
db = null;
});
}
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