aco/config.py

"""ACO Configuration."""
from dataclasses import dataclass, field
from typing import Dict, List, Optional
from enum import IntEnum

class ModelTier(IntEnum):
    TINY_LOCAL = 1
    CHEAP_CLOUD = 2
    MEDIUM = 3
    FRONTIER = 4
    SPECIALIST = 5

@dataclass
class ModelConfig:
    tier: int
    provider: str
    model_id: str
    cost_per_1k_input: float
    cost_per_1k_output: float
    max_context: int
    supports_tools: bool = True
    supports_vision: bool = False

@dataclass
class RoutingPolicy:
    safety_threshold: float = 0.30
    downgrade_threshold: float = 0.90
    max_retries: int = 3
    max_cost_per_task: float = 5.0
    use_dynamic_difficulty: bool = True
    use_ml_confirmation: bool = True

@dataclass
class ACOConfig:
    routing_policy: RoutingPolicy = field(default_factory=RoutingPolicy)
    models: Dict[int, ModelConfig] = field(default_factory=dict)
    task_floors: Dict[str, int] = field(default_factory=lambda: {
        "legal_regulated": 4, "long_horizon": 3, "research": 3,
        "coding": 3, "unknown_ambiguous": 3, "quick_answer": 1,
        "document_drafting": 2, "tool_heavy": 2, "retrieval_heavy": 2,
    })
    tier_costs: Dict[int, float] = field(default_factory=lambda: {
        1: 0.05, 2: 0.15, 3: 0.75, 4: 1.0, 5: 1.5
    })
    tier_strengths: Dict[int, float] = field(default_factory=lambda: {
        1: 0.35, 2: 0.55, 3: 0.80, 4: 0.93, 5: 0.97
    })
    router_model_path: str = "router_models/router_bundle_v8.pkl"
    enable_cache_aware: bool = True
    enable_tool_gate: bool = True
    enable_verifier_budgeter: bool = True
    enable_doom_detector: bool = True
    enable_meta_tools: bool = True
    telemetry_file: str = "aco_traces.jsonl"