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```python # AI Dev Tool: FastAPI Taalas Inference Booster # ============================================= # A production-ready developer code asset for boosting inference performance # using Taalas and etching models in silicon. from fastapi import FastAPI, HTTPException from pydantic import BaseModel from typing import List, Dict import numpy as np from taalas import Taalas app = FastAPI() # Define a Pydantic model for the inference request class InferenceRequest(BaseModel): """Inference request model""" input_data: List[float] model_name: str # Define a Pydantic model for the inference response class InferenceResponse(BaseModel): """Inference response model""" output_data: List[float] model_name: str # Initialize the Taalas instance taalas = Taalas() # Define a route for the inference endpoint @app.post("/inference", response_model=InferenceResponse) async def inference(request: InferenceRequest): """ Inference endpoint Args: request (InferenceRequest): The inference request Returns: InferenceResponse: The inference response """ try: # Get the input data