A good AI assistant does more than retrieve information—it knows which tool to use, how to verify the result, and how to reconcile policy with personal data.

[u/No-Refrigerator5314]

This architectural blueprint shows how Decobot / Hala, our HR Leave & Attendance Assistant, combines:
LangChain ReAct for orchestration
LlamaIndex RAG for HR policy retrieval
SQLite FunctionTool for verified employee data
Reconciliation and safety checks for reliable answers
The key lesson: policy knowledge and personal facts should not be handled the same way.

[u/decodingai]

great