WeLe Agentic AI: LangGraph multi-agent CRM assistant with voice

2026-08-28 02:16:03 +05:30
commit 105e58e02a
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+/* What data exists that no agent can currently reach? */
+import mongoose from 'mongoose';
+import { connectMongo } from '../src/data/mongo.js';
+
+await connectMongo();
+const db = mongoose.connection.db;
+
+// Collections the tools actually query today.
+const COVERED = new Set([
+  'leads', 'conversations', 'leadstages', 'analyticsevents', 'summarynotes',
+  'workshopstages', 'enrollmentlogs', 'calllogs', 'campaigns', 'followups',
+  'dsrreports', 'users', 'roles', 'courses', 'trainers',
+]);
+
+const cols = await db.listCollections().toArray();
+const rows = [];
+for (const c of cols) {
+  const n = await db.collection(c.name).estimatedDocumentCount();
+  if (n > 0) rows.push([c.name, n, COVERED.has(c.name)]);
+}
+rows.sort((a, b) => b[1] - a[1]);
+
+console.log('UNREACHABLE by any current agent (non-empty):');
+for (const [name, n, cov] of rows) {
+  if (!cov) console.log(`  ${String(n).padStart(6)}  ${name}`);
+}
+
+// Peek at the biggest gaps to judge whether they're worth an agent.
+for (const name of ['capievents', 'instaadleads', 'commentleads', 'whatsapptemplleads', 'tags']) {
+  const doc = await db.collection(name).findOne({});
+  if (!doc) continue;
+  const keys = Object.keys(doc).filter((k) => k !== '_id' && k !== '__v').slice(0, 12);
+  console.log(`\n${name} → ${keys.join(', ')}`);
+}
+process.exit(0);