from fin_infra.goals.management import FinancialGoalTrackerLLM-validated financial goal tracking with progress monitoring. Features: - 4 goal types (retirement, home purchase, debt-free, wealth milestone) - Local math calculations (don't trust LLM for arithmetic) - LLM provides context and advice around calculations - Weekly progress tracking with course corrections Cost: ~$0.0009/validation, ~$0.0009/week for progress ($0.0036/user/month)
from ai_infra.llm import LLM llm = LLM() tracker = FinancialGoalTracker(llm=llm, provider="google") # Validate goal goal = { "type": "retirement", "target_amount": 2000000.0, "target_age": 65, "current_age": 40, "current_savings": 300000.0, "monthly_contribution": 1500.0 } validation = await tracker.validate_goal(goal)