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refactor: remove smart_model_routing feature (#12732)
Smart model routing (auto-routing short/simple turns to a cheap model across providers) was opt-in and disabled by default. This removes the feature wholesale: the routing module, its config keys, docs, tests, and the orchestration scaffolding it required in cli.py / gateway/run.py / cron/scheduler.py. The /fast (Priority Processing / Anthropic fast mode) feature kept its hooks into _resolve_turn_agent_config — those still build a route dict and attach request_overrides when the model supports it; the route now just always uses the session's primary model/provider rather than running prompts through choose_cheap_model_route() first. Also removed: - DEFAULT_CONFIG['smart_model_routing'] block and matching commented-out example sections in hermes_cli/config.py and cli-config.yaml.example - _load_smart_model_routing() / self._smart_model_routing on GatewayRunner - self._smart_model_routing / self._active_agent_route_signature on HermesCLI (signature kept; just no longer initialised through the smart-routing pipeline) - route_label parameter on HermesCLI._init_agent (only set by smart routing; never read elsewhere) - 'Smart Model Routing' section in website/docs/integrations/providers.md - tip in hermes_cli/tips.py - entries in hermes_cli/dump.py + hermes_cli/web_server.py - row in skills/autonomous-ai-agents/hermes-agent/SKILL.md Tests: - Deleted tests/agent/test_smart_model_routing.py - Rewrote tests/agent/test_credential_pool_routing.py to target the simplified _resolve_turn_agent_config directly (preserves credential pool propagation + 429 rotation coverage) - Dropped 'cheap model' test from test_cli_provider_resolution.py - Dropped resolve_turn_route patches from cli + gateway test_fast_command — they now exercise the real method end-to-end - Removed _smart_model_routing stub assignments from gateway/cron test helpers Targeted suites: 74/74 in the directly affected test files; tests/agent + tests/cron + tests/cli pass except 5 failures that already exist on main (cron silent-delivery + alias quick-command).
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18 changed files with 96 additions and 664 deletions
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"""Helpers for optional cheap-vs-strong model routing."""
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from __future__ import annotations
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import os
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import re
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from typing import Any, Dict, Optional
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from utils import is_truthy_value
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_COMPLEX_KEYWORDS = {
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"debug",
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"debugging",
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"implement",
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"implementation",
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"refactor",
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"patch",
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"traceback",
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"stacktrace",
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"exception",
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"error",
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"analyze",
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"analysis",
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"investigate",
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"architecture",
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"design",
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"compare",
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"benchmark",
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"optimize",
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"optimise",
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"review",
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"terminal",
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"shell",
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"tool",
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"tools",
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"pytest",
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"test",
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"tests",
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"plan",
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"planning",
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"delegate",
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"subagent",
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"cron",
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"docker",
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"kubernetes",
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}
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_URL_RE = re.compile(r"https?://|www\.", re.IGNORECASE)
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def _coerce_bool(value: Any, default: bool = False) -> bool:
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return is_truthy_value(value, default=default)
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def _coerce_int(value: Any, default: int) -> int:
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try:
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return int(value)
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except (TypeError, ValueError):
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return default
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def choose_cheap_model_route(user_message: str, routing_config: Optional[Dict[str, Any]]) -> Optional[Dict[str, Any]]:
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"""Return the configured cheap-model route when a message looks simple.
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Conservative by design: if the message has signs of code/tool/debugging/
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long-form work, keep the primary model.
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"""
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cfg = routing_config or {}
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if not _coerce_bool(cfg.get("enabled"), False):
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return None
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cheap_model = cfg.get("cheap_model") or {}
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if not isinstance(cheap_model, dict):
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return None
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provider = str(cheap_model.get("provider") or "").strip().lower()
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model = str(cheap_model.get("model") or "").strip()
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if not provider or not model:
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return None
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text = (user_message or "").strip()
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if not text:
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return None
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max_chars = _coerce_int(cfg.get("max_simple_chars"), 160)
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max_words = _coerce_int(cfg.get("max_simple_words"), 28)
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if len(text) > max_chars:
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return None
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if len(text.split()) > max_words:
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return None
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if text.count("\n") > 1:
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return None
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if "```" in text or "`" in text:
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return None
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if _URL_RE.search(text):
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return None
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lowered = text.lower()
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words = {token.strip(".,:;!?()[]{}\"'`") for token in lowered.split()}
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if words & _COMPLEX_KEYWORDS:
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return None
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route = dict(cheap_model)
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route["provider"] = provider
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route["model"] = model
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route["routing_reason"] = "simple_turn"
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return route
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def resolve_turn_route(user_message: str, routing_config: Optional[Dict[str, Any]], primary: Dict[str, Any]) -> Dict[str, Any]:
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"""Resolve the effective model/runtime for one turn.
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Returns a dict with model/runtime/signature/label fields.
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"""
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route = choose_cheap_model_route(user_message, routing_config)
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if not route:
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return {
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"model": primary.get("model"),
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"runtime": {
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"api_key": primary.get("api_key"),
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"base_url": primary.get("base_url"),
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"provider": primary.get("provider"),
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"api_mode": primary.get("api_mode"),
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"command": primary.get("command"),
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"args": list(primary.get("args") or []),
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"credential_pool": primary.get("credential_pool"),
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},
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"label": None,
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"signature": (
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primary.get("model"),
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primary.get("provider"),
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primary.get("base_url"),
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primary.get("api_mode"),
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primary.get("command"),
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tuple(primary.get("args") or ()),
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),
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}
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from hermes_cli.runtime_provider import resolve_runtime_provider
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explicit_api_key = None
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api_key_env = str(route.get("api_key_env") or "").strip()
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if api_key_env:
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explicit_api_key = os.getenv(api_key_env) or None
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try:
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runtime = resolve_runtime_provider(
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requested=route.get("provider"),
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explicit_api_key=explicit_api_key,
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explicit_base_url=route.get("base_url"),
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)
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except Exception:
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return {
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"model": primary.get("model"),
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"runtime": {
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"api_key": primary.get("api_key"),
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"base_url": primary.get("base_url"),
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"provider": primary.get("provider"),
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"api_mode": primary.get("api_mode"),
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"command": primary.get("command"),
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"args": list(primary.get("args") or []),
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"credential_pool": primary.get("credential_pool"),
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},
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"label": None,
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"signature": (
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primary.get("model"),
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primary.get("provider"),
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primary.get("base_url"),
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primary.get("api_mode"),
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primary.get("command"),
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tuple(primary.get("args") or ()),
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),
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}
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return {
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"model": route.get("model"),
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"runtime": {
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"api_key": runtime.get("api_key"),
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"base_url": runtime.get("base_url"),
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"provider": runtime.get("provider"),
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"api_mode": runtime.get("api_mode"),
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"command": runtime.get("command"),
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"args": list(runtime.get("args") or []),
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"credential_pool": runtime.get("credential_pool"),
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},
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"label": f"smart route → {route.get('model')} ({runtime.get('provider')})",
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"signature": (
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route.get("model"),
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runtime.get("provider"),
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runtime.get("base_url"),
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runtime.get("api_mode"),
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runtime.get("command"),
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tuple(runtime.get("args") or ()),
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),
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}
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