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```python
# AI Dev Tool: Decisions API Integration Wrapper
# =============================================
# A production-ready API integration wrapper for Decisions API in public beta
# Provides a simple and robust interface for interacting with the Decisions API
# Supports PostgreSQL Vector Search Extension for efficient data retrieval

import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from pydantic import BaseModel
from sqlalchemy import create_engine, Column, Integer, String
from sqlalchemy.ext.declarative import declarative_base
from sqlalchemy.orm import sessionmaker
from sqlalchemy.exc import SQLAlchemyError
from decisions_api import DecisionsAPI  # Import the Decisions API client library

# Define the Decisions API client configuration
DECISIONS_API_KEY = os.environ.get("DECISIONS_API_KEY")
DECISIONS_API_SECRET = os.environ.get("DECISIONS_API_SECRET")
DECISIONS_API_URL = os.environ.get("DECISIONS_API_URL")

# Define the PostgreSQL database configuration
# ... full runnable version includes tests & documentation
  

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