Process Warranty Claims with Marker and spaCy NER

                      
                     
from typing import Dict, Any
import os
import spacy
from fastapi import FastAPI, HTTPException

# Load spaCy model for NER
nlp = spacy.load('en_core_web_sm')

# Configuration
API_KEY = os.getenv('API_KEY')  # API key for external services

# Initialize FastAPI app
app = FastAPI()

# Function to process warranty claims
async def process_claim(claim_text: str) -> Dict[str, Any]:
    try:
        # NER processing
        doc = nlp(claim_text)
        entities = [(ent.text, ent.label_) for ent in doc.ents]
        return {'success': True, 'entities': entities}
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))

# API endpoint to submit claims
@app.post('/submit_claim/')
async def submit_claim(claim: str) -> Dict[str, Any]:
    return await process_claim(claim)

if __name__ == '__main__':
    import uvicorn
    uvicorn.run(app, host='0.0.0.0', port=8000)