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```python
# AI Dev Tool: AI-Native SaaS Template with Infinite-Parameter LLMs
# Description: A production-ready developer code asset for integrating AI chat sessions
#              with portable agents across SaaS platforms using Infinite-Parameter LLMs.

import os
import json
from typing import Dict, List
from fastapi import FastAPI, HTTPException
from fastapi.responses import JSONResponse
from pydantic import BaseModel
from supabase import create_client, Client

# Initialize Supabase client
SUPABASE_URL = os.environ.get("SUPABASE_URL")
SUPABASE_KEY = os.environ.get("SUPABASE_KEY")
supabase: Client = create_client(SUPABASE_URL, SUPABASE_KEY)

# Define the AI chat session model
class AIChatSession(BaseModel):
    id: str
    agent_id: str
    user_id: str
    conversation: List[Dict[str, str]]

# Define the Infinite-Parameter LLMs model
class InfiniteParameterLLM(BaseModel):
    id: str
    weights: Dict[str, float]
    live_data: List[Dict[str, str]]

# Initialize the FastAPI app
app = FastAPI()

# Define the route for creating

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