README.md

metadata

title: Damascus Real Estate Chatbot
emoji: 🏠
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 4.0.2
app_file: app.py
pinned: false
license: mit

Damascus Real Estate Chatbot - Falcon 7B Test

Testing Falcon 7B Instruct for Syrian Arabic real estate queries on Hugging Face Spaces.

Overview

This is a test deployment of the Damascus Real Estate Chatbot using:

• Falcon 7B Instruct for Arabic language understanding
• Syrian Arabic dialect for natural conversation
• 20 Damascus property listings for real estate matching
• Entity extraction for user requirements
• Gradio interface for easy testing

Features

• 🤖 Falcon 7B Instruct - Advanced Arabic language model
• 🏠 Real Estate Matching - Finds properties based on user requirements
• 💬 Syrian Dialect - Natural Damascus conversational style
• 📋 Entity Extraction - Understands location, rooms, features
• 🔍 Smart Filtering - Matches properties to user criteria

Usage

Ask questions in Syrian Arabic like:

• "بدي شقة مفروشة بالمالكي مع شرفة"
• "في شي ستوديو باب شرقي مفروش؟"
• "شو عندك بالشعلان رخيص؟"

Next Steps

After testing on Hugging Face Spaces, this will be deployed to:

• AWS EC2 G4 instances for production
• vLLM integration for parallel inference
• ChromaDB RAG for semantic search
• Performance optimization for real-world usage

Technical Details

• Model: tiiuae/falcon-7b-instruct
• Framework: Transformers + Gradio
• Languages: Syrian Arabic, some English for interface
• Data: 20 Damascus property listings