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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
# ... full runnable version includes tests & documentation
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