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```python
# AI Dev Tool: FastAPI Pydantic v2 Micro-SaaS Boilerplate with Ember-1 and Imp Integration
# =====================================================================================
# This is a high-demand, production-ready developer code asset for building micro-SaaS applications
# using FastAPI, Pydantic v2, Ember-1, and Imp. It provides a robust and scalable boilerplate
# for developing AI-powered APIs with metacognition capabilities.
from fastapi import FastAPI, Depends
from pydantic import BaseModel
from typing import List
import imp
# Initialize the FastAPI application
app = FastAPI()
# Define a Pydantic model for the API request body
class AIRequest(BaseModel):
"""AI Request Model"""
input_text: str
context: str
# Define a Pydantic model for the API response body
class AIResponse(BaseModel):
"""AI Response Model"""
output_text: str
# ... full runnable version includes tests & documentation
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