mirror of
https://github.com/NousResearch/hermes-agent.git
synced 2026-04-25 00:51:20 +00:00
82a0ed1afb
## Merged Adds MiMo v2.5-pro and v2.5 support to Xiaomi native provider, OpenCode Go, and setup wizard. ### Changes - Context lengths: added v2.5-pro (1M) and v2.5 (1M), corrected existing MiMo entries to exact values (262144) - Provider lists: xiaomi, opencode-go, setup wizard - Vision: upgraded from mimo-v2-omni to mimo-v2.5 (omnimodal) - Config description updated for XIAOMI_API_KEY - Tests updated for new vision model preference ### Verification - 4322 tests passed, 0 new regressions - Live API tested on Xiaomi portal: basic, reasoning, tool calling, multi-tool, file ops, system prompt, vision — all pass - Self-review found and fixed 2 issues (redundant vision check, stale HuggingFace context length)
332 lines
14 KiB
Python
332 lines
14 KiB
Python
"""Regression tests for the ``auto`` → main-model-first policy.
|
|
|
|
Prior to this change, aggregator users (OpenRouter / Nous Portal) had aux
|
|
tasks routed through a cheap provider-side default (Gemini Flash) while
|
|
non-aggregator users got their main model. This made behavior inconsistent
|
|
and surprising — users picked Claude but got Gemini Flash summaries.
|
|
|
|
The current policy: ``auto`` means "use my main chat model" for every user,
|
|
regardless of provider type. Explicit per-task overrides in ``config.yaml``
|
|
(``auxiliary.<task>.provider``) still win. The cheap fallback chain only
|
|
runs when the main provider has no working client.
|
|
"""
|
|
|
|
from __future__ import annotations
|
|
|
|
from unittest.mock import MagicMock, patch
|
|
|
|
import pytest
|
|
|
|
|
|
# ── Text aux tasks — _resolve_auto ──────────────────────────────────────────
|
|
|
|
|
|
class TestResolveAutoMainFirst:
|
|
"""_resolve_auto() must prefer main provider + main model for every user."""
|
|
|
|
def test_openrouter_main_uses_main_model_for_aux(self, monkeypatch):
|
|
"""OpenRouter main user → aux uses their picked OR model, not Gemini Flash."""
|
|
monkeypatch.setenv("OPENROUTER_API_KEY", "or-test-key")
|
|
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider",
|
|
return_value="openrouter",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="anthropic/claude-sonnet-4.6",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve:
|
|
mock_client = MagicMock()
|
|
mock_resolve.return_value = (mock_client, "anthropic/claude-sonnet-4.6")
|
|
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
client, model = _resolve_auto()
|
|
|
|
assert client is mock_client
|
|
assert model == "anthropic/claude-sonnet-4.6"
|
|
# Verify it asked resolve_provider_client for the MAIN provider+model,
|
|
# not a fallback-chain provider
|
|
mock_resolve.assert_called_once()
|
|
assert mock_resolve.call_args.args[0] == "openrouter"
|
|
assert mock_resolve.call_args.args[1] == "anthropic/claude-sonnet-4.6"
|
|
|
|
def test_nous_main_uses_main_model_for_aux(self, monkeypatch):
|
|
"""Nous Portal main user → aux uses their picked Nous model, not free-tier MiMo."""
|
|
# No OPENROUTER_API_KEY → ensures if main failed we'd fall to chain
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="nous",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="anthropic/claude-opus-4.6",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve:
|
|
mock_client = MagicMock()
|
|
mock_resolve.return_value = (mock_client, "anthropic/claude-opus-4.6")
|
|
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
client, model = _resolve_auto()
|
|
|
|
assert client is mock_client
|
|
assert model == "anthropic/claude-opus-4.6"
|
|
assert mock_resolve.call_args.args[0] == "nous"
|
|
|
|
def test_non_aggregator_main_still_uses_main(self, monkeypatch):
|
|
"""Non-aggregator main (DeepSeek) → unchanged behavior, main model used."""
|
|
monkeypatch.setenv("DEEPSEEK_API_KEY", "ds-test")
|
|
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="deepseek",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model", return_value="deepseek-chat",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve:
|
|
mock_client = MagicMock()
|
|
mock_resolve.return_value = (mock_client, "deepseek-chat")
|
|
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
client, model = _resolve_auto()
|
|
|
|
assert client is mock_client
|
|
assert model == "deepseek-chat"
|
|
assert mock_resolve.call_args.args[0] == "deepseek"
|
|
|
|
def test_main_unavailable_falls_through_to_chain(self, monkeypatch):
|
|
"""Main provider with no working client → fall back to aux chain."""
|
|
monkeypatch.setenv("OPENROUTER_API_KEY", "or-key")
|
|
|
|
chain_client = MagicMock()
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="anthropic",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model", return_value="claude-opus",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client",
|
|
return_value=(None, None), # main provider has no client
|
|
), patch(
|
|
"agent.auxiliary_client._try_openrouter",
|
|
return_value=(chain_client, "google/gemini-3-flash-preview"),
|
|
):
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
client, model = _resolve_auto()
|
|
|
|
assert client is chain_client
|
|
assert model == "google/gemini-3-flash-preview"
|
|
|
|
def test_no_main_config_uses_chain_directly(self):
|
|
"""No main provider configured → skip step 1, use chain (no regression)."""
|
|
chain_client = MagicMock()
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model", return_value="",
|
|
), patch(
|
|
"agent.auxiliary_client._try_openrouter",
|
|
return_value=(chain_client, "google/gemini-3-flash-preview"),
|
|
):
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
client, model = _resolve_auto()
|
|
|
|
assert client is chain_client
|
|
|
|
def test_runtime_override_wins_over_config(self, monkeypatch):
|
|
"""main_runtime kwarg overrides config-read main provider/model."""
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider",
|
|
return_value="openrouter",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model", return_value="config-model",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve:
|
|
mock_resolve.return_value = (MagicMock(), "runtime-model")
|
|
|
|
from agent.auxiliary_client import _resolve_auto
|
|
|
|
_resolve_auto(main_runtime={
|
|
"provider": "anthropic",
|
|
"model": "runtime-model",
|
|
"base_url": "",
|
|
"api_key": "",
|
|
"api_mode": "",
|
|
})
|
|
|
|
# Runtime override wins
|
|
assert mock_resolve.call_args.args[0] == "anthropic"
|
|
assert mock_resolve.call_args.args[1] == "runtime-model"
|
|
|
|
|
|
# ── Vision — resolve_vision_provider_client ─────────────────────────────────
|
|
|
|
|
|
class TestResolveVisionMainFirst:
|
|
"""Vision auto-detection prefers the main provider first."""
|
|
|
|
def test_openrouter_main_vision_uses_main_model(self, monkeypatch):
|
|
"""OpenRouter main with vision-capable model → aux vision uses main model."""
|
|
monkeypatch.setenv("OPENROUTER_API_KEY", "or-key")
|
|
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="openrouter",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="anthropic/claude-sonnet-4.6",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve, patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("auto", None, None, None, None),
|
|
):
|
|
mock_client = MagicMock()
|
|
mock_resolve.return_value = (mock_client, "anthropic/claude-sonnet-4.6")
|
|
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
assert provider == "openrouter"
|
|
assert client is mock_client
|
|
assert model == "anthropic/claude-sonnet-4.6"
|
|
# Verify it did NOT call the strict vision backend for OpenRouter
|
|
# (which would have used a cheap gemini-flash-preview default)
|
|
mock_resolve.assert_called_once()
|
|
assert mock_resolve.call_args.args[0] == "openrouter"
|
|
assert mock_resolve.call_args.args[1] == "anthropic/claude-sonnet-4.6"
|
|
|
|
def test_nous_main_vision_uses_paid_nous_vision_backend(self):
|
|
"""Paid Nous main → aux vision uses the dedicated Nous vision backend."""
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="nous",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="openai/gpt-5",
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("auto", None, None, None, None),
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_strict_vision_backend",
|
|
return_value=(MagicMock(), "google/gemini-3-flash-preview"),
|
|
):
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
assert provider == "nous"
|
|
assert client is not None
|
|
assert model == "google/gemini-3-flash-preview"
|
|
|
|
def test_nous_main_vision_uses_free_tier_nous_vision_backend(self):
|
|
"""Free-tier Nous main → aux vision uses MiMo omni, not the text main model."""
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="nous",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="xiaomi/mimo-v2-pro",
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("auto", None, None, None, None),
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_strict_vision_backend",
|
|
return_value=(MagicMock(), "xiaomi/mimo-v2-omni"),
|
|
):
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
assert provider == "nous"
|
|
assert client is not None
|
|
assert model == "xiaomi/mimo-v2-omni"
|
|
|
|
def test_exotic_provider_with_vision_override_preserved(self):
|
|
"""xiaomi → mimo-v2.5 override still wins over main_model."""
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="xiaomi",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="mimo-v2-pro", # text model
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client"
|
|
) as mock_resolve, patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("auto", None, None, None, None),
|
|
):
|
|
mock_resolve.return_value = (MagicMock(), "mimo-v2.5")
|
|
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
assert provider == "xiaomi"
|
|
# Should use mimo-v2.5 (vision override), not mimo-v2-pro (text main)
|
|
assert mock_resolve.call_args.args[1] == "mimo-v2.5"
|
|
|
|
def test_main_unavailable_vision_falls_through_to_aggregators(self):
|
|
"""Main provider fails → fall back to OpenRouter/Nous strict backends."""
|
|
fallback_client = MagicMock()
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="deepseek",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model", return_value="deepseek-chat",
|
|
), patch(
|
|
"agent.auxiliary_client.resolve_provider_client",
|
|
return_value=(None, None),
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_strict_vision_backend",
|
|
return_value=(fallback_client, "google/gemini-3-flash-preview"),
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("auto", None, None, None, None),
|
|
):
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
assert client is fallback_client
|
|
assert provider in ("openrouter", "nous")
|
|
|
|
def test_explicit_provider_override_still_wins(self):
|
|
"""Explicit config override bypasses main-first policy."""
|
|
with patch(
|
|
"agent.auxiliary_client._read_main_provider", return_value="openrouter",
|
|
), patch(
|
|
"agent.auxiliary_client._read_main_model",
|
|
return_value="anthropic/claude-opus-4.6",
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_task_provider_model",
|
|
return_value=("nous", None, None, None, None), # explicit override
|
|
), patch(
|
|
"agent.auxiliary_client._resolve_strict_vision_backend"
|
|
) as mock_strict:
|
|
mock_strict.return_value = (MagicMock(), "nous-default-model")
|
|
|
|
from agent.auxiliary_client import resolve_vision_provider_client
|
|
|
|
provider, client, model = resolve_vision_provider_client()
|
|
|
|
# Explicit "nous" override → uses strict backend, NOT main model path
|
|
assert provider == "nous"
|
|
mock_strict.assert_called_once_with("nous")
|
|
|
|
|
|
# ── Constant cleanup ────────────────────────────────────────────────────────
|
|
|
|
|
|
def test_aggregator_providers_constant_removed():
|
|
"""The dead _AGGREGATOR_PROVIDERS constant should no longer live in the module.
|
|
|
|
Removed when the main-first policy made the aggregator-skip guard obsolete.
|
|
"""
|
|
import agent.auxiliary_client as aux_mod
|
|
|
|
assert not hasattr(aux_mod, "_AGGREGATOR_PROVIDERS"), (
|
|
"_AGGREGATOR_PROVIDERS was removed when _resolve_auto stopped "
|
|
"treating aggregators specially. If you re-added it, the main-first "
|
|
"policy may have regressed."
|
|
)
|