Aree ERP Chatbot (Preview)
Conversational ERP over LINE, powered by local LLM
A conversational gateway that lets healthcare staff manage ERPNext data (purchase orders, customers, inventory) through natural Thai conversation on a LINE Official Account. Powered by a locally hosted Qwen 27B LLM via vLLM, with custom persona, rule engine, and extensible channel architecture.
Features
Thai-Native Conversation
Persona tuned for Thai feminine politeness, handles multi-turn context and Thai-aware Markdown formatting.
ERPNext Integration
Read/write purchase orders, customer data, and queries via REST API on self-hosted ERPNext (Frappe).
Local LLM Inference
Qwen 27B model via vLLM on 4× A100-40GB GPUs. No customer data leaves the hospital network.
Channel Extensible
Plugin architecture — LINE OA deployed now; framework supports additional messaging channels.
Specifications
| Runtime | Node.js/TypeScript pnpm monorepo |
|---|---|
| LLM | Qwen 3.5-27B on vLLM (4× A100-40GB) |
| Current Channel | LINE Messaging API |
| ERP Backend | ERPNext (Frappe, self-hosted) |
| Status | Early Alpha (1 deployed instance) |