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kusumamaimunah/live-chat-indonesian-llm

sourceHugging Faceupdated 1y agoView on Hugging Face

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App README

Indonesian LLM Service for Live Chat

This is a FastAPI-based microservice for Indonesian customer service AI responses, enhanced with hybrid PySastrawi + IndoBERT processing.

Features

—🧠 Hybrid PySastrawi + IndoBERT processing
—💬 Multi-style contextual responses
—📈 Conversation memory and learning
—⚡ Performance optimization with caching
—🎯 Emotional intelligence detection

API Endpoints

—POST /chat - Process chat messages with hybrid intelligence
—POST /embedding - Generate text embeddings for RAG
—GET /health - Health check with service status
—GET / - Service information and feature list

Usage

Send a POST request to /chat with:

json

{
  "text": "Your message in Indonesian",
  "website_id": "your-site-id",
  "context": {}
}

Technology Stack

—Framework: FastAPI with async support
—NLP Models: IndoBERT + PySastrawi + sentence-transformers
—Language: Python 3.10
—ML Libraries: PyTorch, transformers, sentence-transformers

Part of the Live Chat Application ecosystem - Transformers 4.45.0 Fix: 1757610200