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

2026-08-28 02:16:03 +05:30
commit 105e58e02a
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+/* Does "salim" exist anywhere, and why did the search miss it? */
+import { connectMongo } from '../src/data/mongo.js';
+import { Lead, Conversation } from '../src/data/models/index.js';
+
+await connectMongo();
+
+const rx = /salim/i;
+
+const leads = await Lead.find({ $or: [{ name: rx }, { wa_name: rx }] })
+  .select('name wa_name phone_number current_stage').limit(10).lean();
+console.log(`LEADS matching /salim/i: ${leads.length}`);
+for (const l of leads) console.log(`  name="${l.name}" wa_name="${l.wa_name}" phone=${l.phone_number} stage=${l.current_stage}`);
+
+const convs = await Conversation.find({ participant_name: rx })
+  .select('participant_name phone_number channel messages').limit(10).lean();
+console.log(`\nCONVERSATIONS matching participant_name /salim/i: ${convs.length}`);
+for (const c of convs) console.log(`  "${c.participant_name}" ${c.phone_number} ${c.channel} msgs=${c.messages?.length ?? 0}`);
+
+// If a lead matched, is there a conversation on that phone?
+for (const l of leads.slice(0, 3)) {
+  const byPhone = await Conversation.find({ phone_number: l.phone_number })
+    .select('participant_name phone_number channel messages').lean();
+  console.log(`\nconversations for lead phone ${l.phone_number}: ${byPhone.length}`);
+  for (const c of byPhone) {
+    console.log(`  participant_name="${c.participant_name}" channel=${c.channel} msgs=${c.messages?.length ?? 0}`);
+  }
+}
+
+// How are participant_name values actually populated?
+const total = await Conversation.countDocuments();
+const named = await Conversation.countDocuments({ participant_name: { $nin: ['', null] } });
+console.log(`\nconversations total=${total}  with a participant_name=${named}  (${Math.round(named / total * 100)}%)`);
+
+const sample = await Conversation.find({}).select('participant_name phone_number').limit(5).lean();
+console.log('sample participant_name values:', sample.map((s) => JSON.stringify(s.participant_name)).join(', '));
+process.exit(0);