import os
from openai import AsyncOpenAI
from typing import Dict, Any

class SynaptixOrchestrator:
def __init__(self, api_key: str):
self.client = AsyncOpenAI(api_key=api_key)
self.model = "gpt-4-turbo-preview"

async def analyze_lead(self, lead_data: Dict[str, Any]) -> dict:
"""Analyzuje data z CRM a navrhne next-best-action."""
response = await self.client.chat.completions.create(
model=self.model,
messages=[
{"role": "system", "content": "You are a B2B Sales
Strategist Agent."},
{"role": "user", "content": f"Analyze confidence
score for: {lead_data}"}
],
response_format={"type": "json_object"}
)
return self._parse_strategy
(response.choices[0].message.content)