═══════════════════════════════════════════════ FIXED: Chat Integration Now Works! ═══════════════════════════════════════════════ WHAT WAS FIXED: - Chat now properly formats tool results - No more failed second LLM call - Direct tool result formatting for reliability PUSH THIS UPDATE: cd /Users/hetalksinmaths/togmal/Togmal-demo git add app_combined.py QUICK_PUSH.txt git commit -m "Fix chat: Format tool results directly without second LLM call" git push origin main ═══════════════════════════════════════════════ WHAT CHANGED ═══════════════════════════════════════════════ Before: 1. User asks question 2. LLM calls tool ✅ 3. Tool returns data ✅ 4. LLM tries to format (FAILS ❌ - HF API issues) 5. User sees no response After: 1. User asks question 2. LLM calls tool ✅ 3. Tool returns data ✅ 4. Direct formatting ✅ 5. User sees formatted response ✅ ═══════════════════════════════════════════════ The chat will now work reliably!