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```python
# AI Dev Tool: Needle2 LLM API Integration Wrapper
# ================================================
# This is a production-ready API integration wrapper for the Needle2 LLM model.
# It provides a simple and efficient way to integrate the Needle2 model into your application.
import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from pydantic import BaseModel
from supabase import create_client, Client
# Supabase configuration
SUPABASE_URL = os.environ.get("SUPABASE_URL")
SUPABASE_KEY = os.environ.get("SUPABASE_KEY")
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)
# Needle2 LLM model configuration
NEEDLE2_MODEL_PATH = os.environ.get("NEEDLE2_MODEL_PATH")
app = FastAPI()
class Needle2Request(BaseModel):
"""Request model for the Needle2 LLM API."""
# ... full runnable version includes tests & documentation
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