TheImed/ner-tourism-model

How to use

1. Install dependencies: pip install -r requirements.txt

2. Set your MongoDB URI in config.py

3. In your backend, just do:

   from ner_pipeline import analyze_and_store

   result = analyze_and_store("تيمقاد في باتنة") print(result)

4. The function will:

   • Run the NER model on the text
   • Extract and clean entities
   • Store the result in MongoDB
   • Return the structured record

Output format

{ "site_name": "تيمقاد", "wilaya": "باتنة", "type": null, "period": "رومانية", "description": [], "sentiment": null, "raw_entities": [...], "_id": "mongo_id" }