Memory that evolves with your AI agents.

import { MemoGrafterAgent, OpenAIEmbedAdapter, OpenAILLMAdapter } from "memo-grafter";
// Set DATABASE_URL and OPENAI_API_KEY in your environment
const agent = new MemoGrafterAgent({
  db: { connectionString: process.env.DATABASE_URL! },
  llm: new OpenAILLMAdapter("gpt-4o"),
  embedder: new OpenAIEmbedAdapter("text-embedding-3-small"),
});
// Initialize the agent and its memory store
await agent.initialize();
// Add memory from a conversation
await agent.invoke("I prefer quiet areas in Kyoto. My budget is ₹2 lakh.");
// Search for relevant memories
const memory = await agent.recall("Japan travel preferences");
console.log(memory.facts);