Add dynamic Persona memory recall to Face interpreter

scripts/smoke-persona-dynamic-memory-recall.mjs

@@ -0,0 +1,70 @@
+#!/usr/bin/env node
+import "dotenv/config";
+
+import { loadConfig } from "@voidbot/config";
+import {
+  createTextEmbedder,
+  createVectorStores,
+  RetrievalService,
+} from "@voidbot/rag";
+
+if (!process.env.DISCORD_OWNER_ID) {
+  process.env.DISCORD_OWNER_ID = "__persona_dynamic_memory_smoke__";
+}
+
+const identityId = readArg("--identity") ?? "metame";
+const query = readArg("--query")
+  ?? "My week was about consent, body and home boundaries, Emily helping through dissociation, Wayne failing support, Lobo threatening retaliation, and evidence preservation.";
+
+const config = loadConfig();
+const embedder = createTextEmbedder({
+  backend: config.ragEmbeddingBackend,
+  hashDimensions: config.ragEmbeddingDimensions,
+  ollamaBaseUrl: config.ragOllamaBaseUrl,
+  ollamaModel: config.ragOllamaModel,
+  ollamaTimeoutMs: config.ragOllamaTimeoutMs,
+  queryInstruction: "Given a Face's current train of thought, retrieve relevant memories, bonds, needs, status reads, and doctrine from this Persona's own typed state.",
+});
+const stores = createVectorStores({
+  kind: config.vectorStore.kind,
+  historyPath: config.vectorStore.path,
+  personaMemoryPath: config.vectorStore.personaMemoryPath,
+  sourceRoot: config.sourceVectorStoreRoot,
+  qdrant: config.qdrant,
+  historyEmbedder: embedder,
+  sourceEmbedder: embedder,
+  personaMemoryEmbedder: embedder,
+});
+const retrieval = new RetrievalService(stores.history, stores.source, stores.personaMemory);
+const results = await retrieval.searchPersonaMemory(query, 12, { identityId });
+
+const combined = results.map((result) => result.text).join("\n");
+const summary = {
+  ok: results.length > 0,
+  identityId,
+  vectorStoreKind: config.vectorStore.kind,
+  resultCount: results.length,
+  hasEmily: /Emily/i.test(combined),
+  hasWayne: /Wayne/i.test(combined),
+  hasLobo: /Lobo/i.test(combined),
+  hasConsent: /consent/i.test(combined),
+};
+
+console.log(JSON.stringify(summary, null, 2));
+for (const [index, result] of results.entries()) {
+  console.log(`--- ${index + 1} ${result.score.toFixed(3)} ${result.metadata.targetLabel ?? result.metadata.targetId}/${result.metadata.memoryKind}`);
+  console.log(result.text.slice(0, 700));
+}
+
+if (!summary.ok || !summary.hasEmily || !summary.hasWayne || !summary.hasLobo || !summary.hasConsent) {
+  process.exitCode = 1;
+}
+
+function readArg(name) {
+  const index = process.argv.indexOf(name);
+  if (index < 0) {
+    return undefined;
+  }
+  const value = process.argv[index + 1];
+  return value && !value.startsWith("--") ? value : undefined;
+}