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AI Dev Tool: FastAPI Pydantic v2 MicroSaaS

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```python
# AI Dev Tool: Edge AI-Powered Vector Search API
# ==============================================
# A production-ready API integration wrapper for PostgreSQL Vector Search Extension
# using FastAPI, Pydantic v2, and Cloudflare Workers

from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from typing import List, Optional
import psycopg2
import json
from cloudflare import WorkersKV

# Initialize FastAPI app
app = FastAPI()

# Define Pydantic models for vector search
class VectorSearchQuery(BaseModel):
    """Vector search query model"""
    query_vector: List[float]
    limit: Optional[int] = 10

class VectorSearchResult(BaseModel):
    """Vector search result model"""
    id: int
# ... full runnable version includes tests & documentation
  

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