kaynolabs/douglass-query-classifier

Douglass Query Classifier

A fine-tuned DistilBERT model for classifying user queries into different categories:

• conversational_response: Greetings and casual chat
• douglass_faq: Platform-related questions
• dataset_query: Data analysis requests
• enterprise_suggestion: Business queries needing specific datasets
• general_knowledge: Out-of-scope questions
• out_of_scope: Unclear or unsupported queries

Usage

from transformers import pipeline

classifier = pipeline("text-classification", model="kaynolabs/douglass-query-classifier")
result = classifier("how do I upload files")
print(result)