README.md

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### CompanyX Customer Support Ticket Routing

**Description:** Automatically route customer support tickets to relevant teams based on issue descriptions, speeding up resolution time and enhancing customer experience.

## How to Use
Here is how to use this model to classify text into different categories:

        from transformers import AutoModelForSequenceClassification, AutoTokenizer
        
        model_name = "interneuronai/companyx_customer_support_ticket_routing_distilbert"
        model = AutoModelForSequenceClassification.from_pretrained(model_name)
        tokenizer = AutoTokenizer.from_pretrained(model_name)
        
        def classify_text(text):
            inputs = tokenizer(text, return_tensors="pt", padding=True, truncation=True, max_length=512)
            outputs = model(**inputs)
            predictions = outputs.logits.argmax(-1)
            return predictions.item()
        
        text = "Your text here"
        print("Category:", classify_text(text))