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ner-tourism-model
TheImed/ner-tourism-model
ner-tourism-model is a machine learning model from TheImed. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
1. Install dependencies: pip install -r requirements.txt
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At a glance
- Model type
- bert
- Access
- Public
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026
- SHA
- d4a62087
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Model card
From the Hugging Face model README
How to use
-
Install dependencies: pip install -r requirements.txt
-
Set your MongoDB URI in config.py
-
In your backend, just do:
from ner_pipeline import analyze_and_store
result = analyze_and_store("تيمقاد في باتنة") print(result)
-
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" }
- Type
- bert
- Created
- Apr 3, 2026
- Updated
- Apr 3, 2026