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```python
# AI Dev Tool: FastAPI Pydantic v2 Micro-SaaS with PostgreSQL Vector Search Extension
# Description: A production-ready FastAPI boilerplate with Pydantic v2 and PostgreSQL Vector Search Extension
# Author: [Your Name]
from fastapi import FastAPI, Depends
from fastapi.responses import JSONResponse
from fastapi.requests import Request
from pydantic import BaseModel
from typing import List, Optional
import psycopg2
from psycopg2 import Error
import logging
# Initialize the logger
logging.basicConfig(level=logging.INFO)
logger = logging.getLogger(__name__)
# Define the FastAPI app
app = FastAPI()
# Define the Pydantic model for the search query
class SearchQuery(BaseModel):
query: str
limit: Optional[int] = 10
# ... full runnable version includes tests & documentation
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