Examples

Basic Memory Operations

Add and Query

import { OpenMemory } from "openmemory-js";
const mem = new OpenMemory(); // Standalone mode

await mem.add("I am allergic to peanuts.");
const result = await mem.query("food allergies");
console.log(result);

Ingestion

Ingesting a Document

import { ingest } from "openmemory-js/ingest";

await ingest(mem, "./specs/project-alpha.pdf");

Agents

LangChain Integration

import { OpenMemoryStore } from "openmemory-js/langchain";
import { VectorStoreRetriever } from "langchain/vectorstores/base";

const store = new OpenMemoryStore(mem);
const retriever = new VectorStoreRetriever({ vectorStore: store });

// Use with any LangChain chain
// const chain = RetrievalQAChain.fromLLM(model, retriever);

Advanced

Manual Decay

Force a decay cycle to run immediately:

await mem.decay();

Inspection

Get internal stats:

const stats = await mem.stats();
console.log(`Total memories: ${stats.count}`);
console.log(`Sectors: ${stats.sectors.join(", ")}`);