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```python # AI Dev Tool: OpenAI Hugging Face Integration Wrapper # =============================================== # A production-ready API integration wrapper for OpenAI and Hugging Face models import os import json from typing import Dict, List from fastapi import FastAPI, HTTPException from pydantic import BaseModel from transformers import AutoModelForSequenceClassification, AutoTokenizer # Initialize the FastAPI app app = FastAPI() # Define the request and response models class RequestModel(BaseModel): """Request model for the OpenAI Hugging Face integration""" text: str model_name: str class ResponseModel(BaseModel): """Response model for the OpenAI Hugging Face integration""" result: str # Load the Hugging Face models and tokenizers models: Dict[str, AutoModelForSequenceClassification] = {} tokenizers: Dict[str, AutoTokenizer] = {} def load_model(model_name: str): """Load a Hugging Face model and tokenizer""" try: models[model_name] = AutoModelForSequenceClassification.from_pretrained(model_name) tokenizers[model_name] = AutoTokenizer.from_pretrained(model_name) except Exception as e: raise HTTPException(status_code=500, detail
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