example.js

/**
 * Memory lives outside the model. A relevant memory only becomes
 * context when something deliberately retrieves it.
 */
import { loadMemories, recall } from './memory.js';
import { startSession, shutdown } from '../../helper/llm.js';
import { section, answer, bullet, meta, blank } from '../../helper/cli.js';

const question =
  'Show short code examples for parsing a CSV line. Code only - under 10 lines total.';

section('Session 1 - no memory access');
const s1 = await startSession();
answer(await s1.ask(question, { maxTokens: 120 }));
await s1.dispose();

const memories = await loadMemories();
section('Stored memories (from a previous session)');
memories.forEach((memory) => bullet(memory));

const relevant = recall(question, memories);
blank();
meta(`Retrieved for this question: ${relevant ?? '(none)'}`);

section('Session 2 - with the retrieved memory added to context');
const s2 = await startSession();
const prompt = relevant ? `Relevant memory: ${relevant}\n\n${question}` : question;
answer(await s2.ask(prompt, { maxTokens: 120 }));
await s2.dispose();

await shutdown();