hermes-agent/tests/hermes_cli/test_models.py
emozilla 338b98161a feat(aux): use Portal /api/nous/recommended-models for auxiliary models
Wire the auxiliary client (compaction, vision, session search, web extract)
to the Nous Portal's curated recommended-models endpoint when running on
Nous Portal, with a TTL-cached fetch that mirrors how we pull /models for
pricing.

hermes_cli/models.py
  - fetch_nous_recommended_models(portal_base_url, force_refresh=False)
    10-minute TTL cache, keyed per portal URL (staging vs prod don't
    collide).  Public endpoint, no auth required.  Returns {} on any
    failure so callers always get a dict.
  - get_nous_recommended_aux_model(vision, free_tier=None, ...)
    Tier-aware pick from the payload:
      - Paid tier → paidRecommended{Vision,Compaction}Model, falling back
        to freeRecommended* when the paid field is null (common during
        staged rollouts of new paid models).
      - Free tier → freeRecommended* only, never leaks paid models.
    When free_tier is None, auto-detects via the existing
    check_nous_free_tier() helper (already cached 3 min against
    /api/oauth/account).  Detection errors default to paid so we never
    silently downgrade a paying user.

agent/auxiliary_client.py — _try_nous()
  - Replaces the hardcoded xiaomi/mimo free-tier branch with a single call
    to get_nous_recommended_aux_model(vision=vision).
  - Falls back to _NOUS_MODEL (google/gemini-3-flash-preview) when the
    Portal is unreachable or returns a null recommendation.
  - The Portal is now the source of truth for aux model selection; the
    xiaomi allowlist we used to carry is effectively dead.

Tests (15 new)
  - tests/hermes_cli/test_models.py::TestNousRecommendedModels
    Fetch caching, per-portal keying, network failure, force_refresh;
    paid-prefers-paid, paid-falls-to-free, free-never-leaks-paid,
    auto-detect, detection-error → paid default, null/blank modelName
    handling.
  - tests/agent/test_auxiliary_client.py::TestNousAuxiliaryRefresh
    _try_nous honors Portal recommendation for text + vision, falls
    back to google/gemini-3-flash-preview on None or exception.

Behavior won't visibly change today — both tier recommendations currently
point at google/gemini-3-flash-preview — but the moment the Portal ships
a better paid recommendation, subscribers pick it up within 10 minutes
without a Hermes release.
2026-04-21 22:53:45 -04:00

606 lines
28 KiB
Python

"""Tests for the hermes_cli models module."""
from unittest.mock import patch, MagicMock
from hermes_cli.models import (
OPENROUTER_MODELS, fetch_openrouter_models, model_ids, detect_provider_for_model,
is_nous_free_tier, partition_nous_models_by_tier,
check_nous_free_tier, _FREE_TIER_CACHE_TTL,
)
import hermes_cli.models as _models_mod
LIVE_OPENROUTER_MODELS = [
("anthropic/claude-opus-4.6", "recommended"),
("qwen/qwen3.6-plus", ""),
("nvidia/nemotron-3-super-120b-a12b:free", "free"),
]
class TestModelIds:
def test_returns_non_empty_list(self):
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
ids = model_ids()
assert isinstance(ids, list)
assert len(ids) > 0
def test_ids_match_fetched_catalog(self):
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
ids = model_ids()
expected = [mid for mid, _ in LIVE_OPENROUTER_MODELS]
assert ids == expected
def test_all_ids_contain_provider_slash(self):
"""Model IDs should follow the provider/model format."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
for mid in model_ids():
assert "/" in mid, f"Model ID '{mid}' missing provider/ prefix"
def test_no_duplicate_ids(self):
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
ids = model_ids()
assert len(ids) == len(set(ids)), "Duplicate model IDs found"
class TestOpenRouterModels:
def test_structure_is_list_of_tuples(self):
for entry in OPENROUTER_MODELS:
assert isinstance(entry, tuple) and len(entry) == 2
mid, desc = entry
assert isinstance(mid, str) and len(mid) > 0
assert isinstance(desc, str)
def test_at_least_5_models(self):
"""Sanity check that the models list hasn't been accidentally truncated."""
assert len(OPENROUTER_MODELS) >= 5
class TestFetchOpenRouterModels:
def test_live_fetch_recomputes_free_tags(self, monkeypatch):
class _Resp:
def __enter__(self):
return self
def __exit__(self, exc_type, exc, tb):
return False
def read(self):
return b'{"data":[{"id":"anthropic/claude-opus-4.6","pricing":{"prompt":"0.000015","completion":"0.000075"}},{"id":"qwen/qwen3.6-plus","pricing":{"prompt":"0.000000325","completion":"0.00000195"}},{"id":"nvidia/nemotron-3-super-120b-a12b:free","pricing":{"prompt":"0","completion":"0"}}]}'
monkeypatch.setattr(_models_mod, "_openrouter_catalog_cache", None)
with patch("hermes_cli.models.urllib.request.urlopen", return_value=_Resp()):
models = fetch_openrouter_models(force_refresh=True)
assert models == [
("anthropic/claude-opus-4.6", "recommended"),
("qwen/qwen3.6-plus", ""),
("nvidia/nemotron-3-super-120b-a12b:free", "free"),
]
def test_falls_back_to_static_snapshot_on_fetch_failure(self, monkeypatch):
monkeypatch.setattr(_models_mod, "_openrouter_catalog_cache", None)
with patch("hermes_cli.models.urllib.request.urlopen", side_effect=OSError("boom")):
models = fetch_openrouter_models(force_refresh=True)
assert models == OPENROUTER_MODELS
def test_filters_out_models_without_tool_support(self, monkeypatch):
"""Models whose supported_parameters omits 'tools' must not appear in the picker.
hermes-agent is tool-calling-first — surfacing a non-tool model leads to
immediate runtime failures when the user selects it. Ported from
Kilo-Org/kilocode#9068.
"""
class _Resp:
def __enter__(self):
return self
def __exit__(self, exc_type, exc, tb):
return False
def read(self):
# opus-4.6 advertises tools → kept
# nano-image has explicit supported_parameters that OMITS tools → dropped
# qwen3.6-plus advertises tools → kept
return (
b'{"data":['
b'{"id":"anthropic/claude-opus-4.6","pricing":{"prompt":"0.000015","completion":"0.000075"},'
b'"supported_parameters":["temperature","tools","tool_choice"]},'
b'{"id":"google/gemini-3-pro-image-preview","pricing":{"prompt":"0.00001","completion":"0.00003"},'
b'"supported_parameters":["temperature","response_format"]},'
b'{"id":"qwen/qwen3.6-plus","pricing":{"prompt":"0.000000325","completion":"0.00000195"},'
b'"supported_parameters":["tools","temperature"]}'
b']}'
)
# Include the image-only id in the curated list so it has a chance to be surfaced.
monkeypatch.setattr(
_models_mod,
"OPENROUTER_MODELS",
[
("anthropic/claude-opus-4.6", ""),
("google/gemini-3-pro-image-preview", ""),
("qwen/qwen3.6-plus", ""),
],
)
monkeypatch.setattr(_models_mod, "_openrouter_catalog_cache", None)
with patch("hermes_cli.models.urllib.request.urlopen", return_value=_Resp()):
models = fetch_openrouter_models(force_refresh=True)
ids = [mid for mid, _ in models]
assert "anthropic/claude-opus-4.6" in ids
assert "qwen/qwen3.6-plus" in ids
# Image-only model advertised supported_parameters WITHOUT tools → must be dropped.
assert "google/gemini-3-pro-image-preview" not in ids
def test_permissive_when_supported_parameters_missing(self, monkeypatch):
"""Models missing the supported_parameters field keep appearing in the picker.
Some OpenRouter-compatible gateways (Nous Portal, private mirrors, older
catalog snapshots) don't populate supported_parameters. Treating missing
as 'unknown → allow' prevents the picker from silently emptying on
those gateways.
"""
class _Resp:
def __enter__(self):
return self
def __exit__(self, exc_type, exc, tb):
return False
def read(self):
# No supported_parameters field at all on either entry.
return (
b'{"data":['
b'{"id":"anthropic/claude-opus-4.6","pricing":{"prompt":"0.000015","completion":"0.000075"}},'
b'{"id":"qwen/qwen3.6-plus","pricing":{"prompt":"0.000000325","completion":"0.00000195"}}'
b']}'
)
monkeypatch.setattr(_models_mod, "_openrouter_catalog_cache", None)
with patch("hermes_cli.models.urllib.request.urlopen", return_value=_Resp()):
models = fetch_openrouter_models(force_refresh=True)
ids = [mid for mid, _ in models]
assert "anthropic/claude-opus-4.6" in ids
assert "qwen/qwen3.6-plus" in ids
class TestOpenRouterToolSupportHelper:
"""Unit tests for _openrouter_model_supports_tools (Kilo port #9068)."""
def test_tools_in_supported_parameters(self):
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools(
{"id": "x", "supported_parameters": ["temperature", "tools"]}
) is True
def test_tools_missing_from_supported_parameters(self):
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools(
{"id": "x", "supported_parameters": ["temperature", "response_format"]}
) is False
def test_supported_parameters_absent_is_permissive(self):
"""Missing field → allow (so older / non-OR gateways still work)."""
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools({"id": "x"}) is True
def test_supported_parameters_none_is_permissive(self):
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools({"id": "x", "supported_parameters": None}) is True
def test_supported_parameters_malformed_is_permissive(self):
"""Malformed (non-list) value → allow rather than silently drop."""
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools(
{"id": "x", "supported_parameters": "tools,temperature"}
) is True
def test_non_dict_item_is_permissive(self):
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools(None) is True
assert _openrouter_model_supports_tools("anthropic/claude-opus-4.6") is True
def test_empty_supported_parameters_list_drops_model(self):
"""Explicit empty list → no tools → drop."""
from hermes_cli.models import _openrouter_model_supports_tools
assert _openrouter_model_supports_tools(
{"id": "x", "supported_parameters": []}
) is False
class TestFindOpenrouterSlug:
def test_exact_match(self):
from hermes_cli.models import _find_openrouter_slug
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
assert _find_openrouter_slug("anthropic/claude-opus-4.6") == "anthropic/claude-opus-4.6"
def test_bare_name_match(self):
from hermes_cli.models import _find_openrouter_slug
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = _find_openrouter_slug("claude-opus-4.6")
assert result == "anthropic/claude-opus-4.6"
def test_case_insensitive(self):
from hermes_cli.models import _find_openrouter_slug
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = _find_openrouter_slug("Anthropic/Claude-Opus-4.6")
assert result is not None
def test_unknown_returns_none(self):
from hermes_cli.models import _find_openrouter_slug
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
assert _find_openrouter_slug("totally-fake-model-xyz") is None
class TestDetectProviderForModel:
def test_anthropic_model_detected(self):
"""claude-opus-4-6 should resolve to anthropic provider."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = detect_provider_for_model("claude-opus-4-6", "openai-codex")
assert result is not None
assert result[0] == "anthropic"
def test_deepseek_model_detected(self):
"""deepseek-chat should resolve to deepseek provider."""
result = detect_provider_for_model("deepseek-chat", "openai-codex")
assert result is not None
# Provider is deepseek (direct) or openrouter (fallback) depending on creds
assert result[0] in ("deepseek", "openrouter")
def test_current_provider_model_returns_none(self):
"""Models belonging to the current provider should not trigger a switch."""
assert detect_provider_for_model("gpt-5.3-codex", "openai-codex") is None
def test_openrouter_slug_match(self):
"""Models in the OpenRouter catalog should be found."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = detect_provider_for_model("anthropic/claude-opus-4.6", "openai-codex")
assert result is not None
assert result[0] == "openrouter"
assert result[1] == "anthropic/claude-opus-4.6"
def test_bare_name_gets_openrouter_slug(self, monkeypatch):
for env_var in (
"ANTHROPIC_API_KEY",
"ANTHROPIC_TOKEN",
"CLAUDE_CODE_TOKEN",
"CLAUDE_CODE_OAUTH_TOKEN",
):
monkeypatch.delenv(env_var, raising=False)
"""Bare model names should get mapped to full OpenRouter slugs."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = detect_provider_for_model("claude-opus-4.6", "openai-codex")
assert result is not None
# Should find it on OpenRouter with full slug
assert result[1] == "anthropic/claude-opus-4.6"
def test_unknown_model_returns_none(self):
"""Completely unknown model names should return None."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
assert detect_provider_for_model("nonexistent-model-xyz", "openai-codex") is None
def test_aggregator_not_suggested(self):
"""nous/openrouter should never be auto-suggested as target provider."""
with patch("hermes_cli.models.fetch_openrouter_models", return_value=LIVE_OPENROUTER_MODELS):
result = detect_provider_for_model("claude-opus-4-6", "openai-codex")
assert result is not None
assert result[0] not in ("nous",) # nous has claude models but shouldn't be suggested
class TestIsNousFreeTier:
"""Tests for is_nous_free_tier — account tier detection."""
def test_paid_plus_tier(self):
assert is_nous_free_tier({"subscription": {"plan": "Plus", "tier": 2, "monthly_charge": 20}}) is False
def test_free_tier_by_charge(self):
assert is_nous_free_tier({"subscription": {"plan": "Free", "tier": 0, "monthly_charge": 0}}) is True
def test_no_charge_field_not_free(self):
"""Missing monthly_charge defaults to not-free (don't block users)."""
assert is_nous_free_tier({"subscription": {"plan": "Free", "tier": 0}}) is False
def test_plan_name_alone_not_free(self):
"""Plan name alone is not enough — monthly_charge is required."""
assert is_nous_free_tier({"subscription": {"plan": "free"}}) is False
def test_empty_subscription_not_free(self):
"""Empty subscription dict defaults to not-free (don't block users)."""
assert is_nous_free_tier({"subscription": {}}) is False
def test_no_subscription_not_free(self):
"""Missing subscription key returns False."""
assert is_nous_free_tier({}) is False
def test_empty_response_not_free(self):
"""Completely empty response defaults to not-free."""
assert is_nous_free_tier({}) is False
class TestPartitionNousModelsByTier:
"""Tests for partition_nous_models_by_tier — free vs paid tier model split."""
_PAID = {"prompt": "0.000003", "completion": "0.000015"}
_FREE = {"prompt": "0", "completion": "0"}
def test_paid_tier_all_selectable(self):
"""Paid users get all models as selectable, none unavailable."""
models = ["anthropic/claude-opus-4.6", "xiaomi/mimo-v2-pro"]
pricing = {"anthropic/claude-opus-4.6": self._PAID, "xiaomi/mimo-v2-pro": self._FREE}
sel, unav = partition_nous_models_by_tier(models, pricing, free_tier=False)
assert sel == models
assert unav == []
def test_free_tier_splits_correctly(self):
"""Free users see only free models; paid ones are unavailable."""
models = ["anthropic/claude-opus-4.6", "xiaomi/mimo-v2-pro", "openai/gpt-5.4"]
pricing = {
"anthropic/claude-opus-4.6": self._PAID,
"xiaomi/mimo-v2-pro": self._FREE,
"openai/gpt-5.4": self._PAID,
}
sel, unav = partition_nous_models_by_tier(models, pricing, free_tier=True)
assert sel == ["xiaomi/mimo-v2-pro"]
assert unav == ["anthropic/claude-opus-4.6", "openai/gpt-5.4"]
def test_no_pricing_returns_all(self):
"""Without pricing data, all models are selectable."""
models = ["anthropic/claude-opus-4.6", "openai/gpt-5.4"]
sel, unav = partition_nous_models_by_tier(models, {}, free_tier=True)
assert sel == models
assert unav == []
def test_all_free_models(self):
"""When all models are free, free-tier users can select all."""
models = ["xiaomi/mimo-v2-pro", "xiaomi/mimo-v2-omni"]
pricing = {m: self._FREE for m in models}
sel, unav = partition_nous_models_by_tier(models, pricing, free_tier=True)
assert sel == models
assert unav == []
def test_all_paid_models(self):
"""When all models are paid, free-tier users have none selectable."""
models = ["anthropic/claude-opus-4.6", "openai/gpt-5.4"]
pricing = {m: self._PAID for m in models}
sel, unav = partition_nous_models_by_tier(models, pricing, free_tier=True)
assert sel == []
assert unav == models
class TestCheckNousFreeTierCache:
"""Tests for the TTL cache on check_nous_free_tier()."""
def setup_method(self):
_models_mod._free_tier_cache = None
def teardown_method(self):
_models_mod._free_tier_cache = None
@patch("hermes_cli.models.fetch_nous_account_tier")
@patch("hermes_cli.models.is_nous_free_tier", return_value=True)
def test_result_is_cached(self, mock_is_free, mock_fetch):
"""Second call within TTL returns cached result without API call."""
mock_fetch.return_value = {"subscription": {"monthly_charge": 0}}
with patch("hermes_cli.auth.get_provider_auth_state", return_value={"access_token": "tok"}), \
patch("hermes_cli.auth.resolve_nous_runtime_credentials"):
result1 = check_nous_free_tier()
result2 = check_nous_free_tier()
assert result1 is True
assert result2 is True
assert mock_fetch.call_count == 1
@patch("hermes_cli.models.fetch_nous_account_tier")
@patch("hermes_cli.models.is_nous_free_tier", return_value=False)
def test_cache_expires_after_ttl(self, mock_is_free, mock_fetch):
"""After TTL expires, the API is called again."""
mock_fetch.return_value = {"subscription": {"monthly_charge": 20}}
with patch("hermes_cli.auth.get_provider_auth_state", return_value={"access_token": "tok"}), \
patch("hermes_cli.auth.resolve_nous_runtime_credentials"):
result1 = check_nous_free_tier()
assert mock_fetch.call_count == 1
cached_result, cached_at = _models_mod._free_tier_cache
_models_mod._free_tier_cache = (cached_result, cached_at - _FREE_TIER_CACHE_TTL - 1)
result2 = check_nous_free_tier()
assert mock_fetch.call_count == 2
assert result1 is False
assert result2 is False
def test_cache_ttl_is_short(self):
"""TTL should be short enough to catch upgrades quickly (<=5 min)."""
assert _FREE_TIER_CACHE_TTL <= 300
class TestNousRecommendedModels:
"""Tests for fetch_nous_recommended_models + get_nous_recommended_aux_model."""
_SAMPLE_PAYLOAD = {
"paidRecommendedModels": [],
"freeRecommendedModels": [],
"paidRecommendedCompactionModel": None,
"paidRecommendedVisionModel": None,
"freeRecommendedCompactionModel": {
"modelName": "google/gemini-3-flash-preview",
"displayName": "Google: Gemini 3 Flash Preview",
},
"freeRecommendedVisionModel": {
"modelName": "google/gemini-3-flash-preview",
"displayName": "Google: Gemini 3 Flash Preview",
},
}
def setup_method(self):
_models_mod._nous_recommended_cache.clear()
def teardown_method(self):
_models_mod._nous_recommended_cache.clear()
def _mock_urlopen(self, payload):
"""Return a context-manager mock mimicking urllib.request.urlopen()."""
import json as _json
response = MagicMock()
response.read.return_value = _json.dumps(payload).encode()
cm = MagicMock()
cm.__enter__.return_value = response
cm.__exit__.return_value = False
return cm
def test_fetch_caches_per_portal_url(self):
from hermes_cli.models import fetch_nous_recommended_models
mock_cm = self._mock_urlopen(self._SAMPLE_PAYLOAD)
with patch("urllib.request.urlopen", return_value=mock_cm) as mock_urlopen:
a = fetch_nous_recommended_models("https://portal.example.com")
b = fetch_nous_recommended_models("https://portal.example.com")
assert a == self._SAMPLE_PAYLOAD
assert b == self._SAMPLE_PAYLOAD
assert mock_urlopen.call_count == 1 # second call served from cache
def test_fetch_cache_is_keyed_per_portal(self):
from hermes_cli.models import fetch_nous_recommended_models
mock_cm = self._mock_urlopen(self._SAMPLE_PAYLOAD)
with patch("urllib.request.urlopen", return_value=mock_cm) as mock_urlopen:
fetch_nous_recommended_models("https://portal.example.com")
fetch_nous_recommended_models("https://portal.staging-nousresearch.com")
assert mock_urlopen.call_count == 2 # different portals → separate fetches
def test_fetch_returns_empty_on_network_failure(self):
from hermes_cli.models import fetch_nous_recommended_models
with patch("urllib.request.urlopen", side_effect=OSError("boom")):
result = fetch_nous_recommended_models("https://portal.example.com")
assert result == {}
def test_fetch_force_refresh_bypasses_cache(self):
from hermes_cli.models import fetch_nous_recommended_models
mock_cm = self._mock_urlopen(self._SAMPLE_PAYLOAD)
with patch("urllib.request.urlopen", return_value=mock_cm) as mock_urlopen:
fetch_nous_recommended_models("https://portal.example.com")
fetch_nous_recommended_models("https://portal.example.com", force_refresh=True)
assert mock_urlopen.call_count == 2
def test_get_aux_model_returns_vision_recommendation(self):
from hermes_cli.models import get_nous_recommended_aux_model
with patch(
"hermes_cli.models.fetch_nous_recommended_models",
return_value=self._SAMPLE_PAYLOAD,
):
# Free tier → free vision recommendation.
model = get_nous_recommended_aux_model(vision=True, free_tier=True)
assert model == "google/gemini-3-flash-preview"
def test_get_aux_model_returns_compaction_recommendation(self):
from hermes_cli.models import get_nous_recommended_aux_model
payload = dict(self._SAMPLE_PAYLOAD)
payload["freeRecommendedCompactionModel"] = {"modelName": "minimax/minimax-m2.7"}
with patch(
"hermes_cli.models.fetch_nous_recommended_models",
return_value=payload,
):
model = get_nous_recommended_aux_model(vision=False, free_tier=True)
assert model == "minimax/minimax-m2.7"
def test_get_aux_model_returns_none_when_field_null(self):
from hermes_cli.models import get_nous_recommended_aux_model
payload = dict(self._SAMPLE_PAYLOAD)
payload["freeRecommendedCompactionModel"] = None
with patch(
"hermes_cli.models.fetch_nous_recommended_models",
return_value=payload,
):
model = get_nous_recommended_aux_model(vision=False, free_tier=True)
assert model is None
def test_get_aux_model_returns_none_on_empty_payload(self):
from hermes_cli.models import get_nous_recommended_aux_model
with patch("hermes_cli.models.fetch_nous_recommended_models", return_value={}):
assert get_nous_recommended_aux_model(vision=False, free_tier=True) is None
assert get_nous_recommended_aux_model(vision=True, free_tier=False) is None
def test_get_aux_model_returns_none_when_modelname_blank(self):
from hermes_cli.models import get_nous_recommended_aux_model
payload = {"freeRecommendedCompactionModel": {"modelName": " "}}
with patch(
"hermes_cli.models.fetch_nous_recommended_models",
return_value=payload,
):
assert get_nous_recommended_aux_model(vision=False, free_tier=True) is None
def test_paid_tier_prefers_paid_recommendation(self):
"""Paid-tier users should get the paid model when it's populated."""
from hermes_cli.models import get_nous_recommended_aux_model
payload = {
"paidRecommendedCompactionModel": {"modelName": "anthropic/claude-opus-4.7"},
"freeRecommendedCompactionModel": {"modelName": "google/gemini-3-flash-preview"},
"paidRecommendedVisionModel": {"modelName": "openai/gpt-5.4"},
"freeRecommendedVisionModel": {"modelName": "google/gemini-3-flash-preview"},
}
with patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload):
text = get_nous_recommended_aux_model(vision=False, free_tier=False)
vision = get_nous_recommended_aux_model(vision=True, free_tier=False)
assert text == "anthropic/claude-opus-4.7"
assert vision == "openai/gpt-5.4"
def test_paid_tier_falls_back_to_free_when_paid_is_null(self):
"""If the Portal returns null for the paid field, fall back to free."""
from hermes_cli.models import get_nous_recommended_aux_model
payload = {
"paidRecommendedCompactionModel": None,
"freeRecommendedCompactionModel": {"modelName": "google/gemini-3-flash-preview"},
"paidRecommendedVisionModel": None,
"freeRecommendedVisionModel": {"modelName": "google/gemini-3-flash-preview"},
}
with patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload):
text = get_nous_recommended_aux_model(vision=False, free_tier=False)
vision = get_nous_recommended_aux_model(vision=True, free_tier=False)
assert text == "google/gemini-3-flash-preview"
assert vision == "google/gemini-3-flash-preview"
def test_free_tier_never_uses_paid_recommendation(self):
"""Free-tier users must not get paid-only recommendations."""
from hermes_cli.models import get_nous_recommended_aux_model
payload = {
"paidRecommendedCompactionModel": {"modelName": "anthropic/claude-opus-4.7"},
"freeRecommendedCompactionModel": None, # no free recommendation
}
with patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload):
model = get_nous_recommended_aux_model(vision=False, free_tier=True)
# Free tier must return None — never leak the paid model.
assert model is None
def test_auto_detects_tier_when_not_supplied(self):
"""Default behaviour: call check_nous_free_tier() to pick the tier."""
from hermes_cli.models import get_nous_recommended_aux_model
payload = {
"paidRecommendedCompactionModel": {"modelName": "paid-model"},
"freeRecommendedCompactionModel": {"modelName": "free-model"},
}
with (
patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload),
patch("hermes_cli.models.check_nous_free_tier", return_value=True),
):
assert get_nous_recommended_aux_model(vision=False) == "free-model"
with (
patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload),
patch("hermes_cli.models.check_nous_free_tier", return_value=False),
):
assert get_nous_recommended_aux_model(vision=False) == "paid-model"
def test_tier_detection_error_defaults_to_paid(self):
"""If tier detection raises, assume paid so we don't downgrade silently."""
from hermes_cli.models import get_nous_recommended_aux_model
payload = {
"paidRecommendedCompactionModel": {"modelName": "paid-model"},
"freeRecommendedCompactionModel": {"modelName": "free-model"},
}
with (
patch("hermes_cli.models.fetch_nous_recommended_models", return_value=payload),
patch("hermes_cli.models.check_nous_free_tier", side_effect=RuntimeError("boom")),
):
assert get_nous_recommended_aux_model(vision=False) == "paid-model"