recommendation_engine.py•1.87 kB
"""AI-powered recommendation engine"""
import logging
from typing import Dict, Any
from anthropic import AsyncAnthropic
try:
from ..config import settings
except ImportError:
from src.config import settings
logger = logging.getLogger(__name__)
class RecommendationEngine:
"""Generates AI-powered build recommendations"""
def __init__(self, db_manager):
self.db_manager = db_manager
if settings.ANTHROPIC_API_KEY:
self.client = AsyncAnthropic(api_key=settings.ANTHROPIC_API_KEY)
else:
self.client = None
async def generate_recommendations(
self,
character_data: Dict[str, Any],
analysis: Dict[str, Any]
) -> str:
"""Generate AI recommendations based on character analysis"""
if not self.client:
return "AI recommendations not available (API key not set)"
try:
prompt = f"""Analyze this Path of Exile 2 character and provide specific recommendations:
Character: {character_data.get('name', 'Unknown')}
Class: {character_data.get('class', 'Unknown')}
Level: {character_data.get('level', '?')}
Build Analysis:
- Overall Score: {analysis.get('overall_score', 0):.2f}/1.00
- Tier: {analysis['tier']}
- Strengths: {', '.join(analysis.get('strengths', ['None']))}
- Weaknesses: {', '.join(analysis.get('weaknesses', ['None']))}
Provide 3-5 specific, actionable recommendations to improve this build."""
response = await self.client.messages.create(
model=settings.AI_MODEL,
max_tokens=1024,
messages=[{"role": "user", "content": prompt}]
)
return response.content[0].text
except Exception as e:
logger.error(f"AI recommendations failed: {e}")
return f"Could not generate AI recommendations: {str(e)}"