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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.""" input_text: str max_length: int = 100 class Needle2Response(BaseModel): """Response model for the Needle2 LLM API.""" output_text: str @app.post("/needle2", response_model=Needle2Response) async def needle2(request: Needle2
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