mirror of
https://github.com/langbot-app/LangBot.git
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feat(provider): add pipeline reasoning controls
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@@ -17,12 +17,14 @@ import pytest
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from unittest.mock import AsyncMock, Mock
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from types import SimpleNamespace
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from langbot.pkg.api.http.context import ExecutionContext
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from langbot.pkg.api.http.service.model import (
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LLMModelsService,
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EmbeddingModelsService,
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RerankModelsService,
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_parse_provider_api_keys,
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_runtime_model_data,
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_serialize_llm_model,
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_validate_provider_supports,
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)
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from langbot.pkg.api.http.service import model as model_service_module
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@@ -64,15 +66,19 @@ def _create_mock_llm_model(
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abilities: list = None,
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context_length: int | None = None,
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extra_args: dict = None,
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reasoning_config: dict = None,
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) -> Mock:
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"""Helper to create mock LLMModel entity."""
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model = Mock(spec=LLMModel)
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model.workspace_uuid = WORKSPACE_UUID
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model.uuid = model_uuid
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model.name = name
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model.provider_uuid = provider_uuid
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model.abilities = abilities or []
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model.context_length = context_length
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model.extra_args = extra_args or {}
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model.reasoning_config = reasoning_config or {'level': 'provider_default'}
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model.prefered_ranking = 0
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return model
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@@ -156,6 +162,26 @@ def _create_runtime_model_mgr() -> SimpleNamespace:
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return manager
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def _create_reasoning_runtime_provider(capabilities: dict) -> SimpleNamespace:
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execution_context = ExecutionContext(
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instance_uuid='instance-test',
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workspace_uuid=WORKSPACE_UUID,
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placement_generation=1,
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)
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return SimpleNamespace(
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execution_context=execution_context,
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provider_entity=ModelProvider(
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workspace_uuid=WORKSPACE_UUID,
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uuid='provider-uuid',
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name='Reasoning Provider',
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requester='openai',
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base_url='https://api.openai.com',
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api_keys=[],
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),
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requester=SimpleNamespace(get_reasoning_capabilities=Mock(return_value=capabilities)),
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)
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class TestParseProviderApiKeys:
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"""Tests for _parse_provider_api_keys helper function."""
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@@ -209,6 +235,42 @@ class TestRuntimeModelData:
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assert result['extra_args'] == {'temp': 0.7}
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class TestSerializeLLMModel:
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def test_includes_runtime_reasoning_capabilities(self):
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model = _create_mock_llm_model(
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abilities=['reasoning'],
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reasoning_config={'level': 'high'},
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)
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capabilities = {
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'supported': True,
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'levels': ['provider_default', 'low', 'high'],
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'source': 'litellm',
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}
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runtime_model = SimpleNamespace(
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model_entity=model,
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provider=SimpleNamespace(
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requester=SimpleNamespace(get_reasoning_capabilities=Mock(return_value=capabilities))
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),
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)
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ap = SimpleNamespace(
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persistence_mgr=SimpleNamespace(
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serialize_model=Mock(
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return_value={
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'uuid': model.uuid,
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'name': model.name,
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'reasoning_config': {'level': 'high'},
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}
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)
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),
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model_mgr=SimpleNamespace(llm_model_dict={('workspace', model.uuid): runtime_model}),
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)
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serialized = _serialize_llm_model(ap, model)
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assert serialized['reasoning_config'] == {'level': 'high'}
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assert serialized['reasoning_capabilities'] == capabilities
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class TestLLMModelsServiceGetLLMModels:
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"""Tests for LLMModelsService.get_llm_models method."""
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@@ -580,6 +642,66 @@ class TestLLMModelsServiceCreateLLMModel:
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ap.provider_service.find_or_create_provider.assert_called_once()
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assert result_uuid is not None
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async def test_create_llm_model_validates_explicit_reasoning_level(self):
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ap = SimpleNamespace()
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ap.persistence_mgr = SimpleNamespace(execute_async=AsyncMock(return_value=_create_mock_result([])))
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runtime_provider = _create_reasoning_runtime_provider(
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{
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'supported': True,
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'levels': ['provider_default', 'low', 'high'],
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'source': 'litellm',
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}
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)
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ap.model_mgr = _create_runtime_model_mgr()
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ap.model_mgr.provider_dict = {'provider-uuid': runtime_provider}
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service = LLMModelsService(ap)
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await service.create_llm_model(
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WORKSPACE_UUID,
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{
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'uuid': 'reasoning-model',
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'name': 'Reasoning Model',
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'provider_uuid': 'provider-uuid',
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'abilities': ['reasoning'],
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'reasoning_config': {'level': 'high'},
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'extra_args': {},
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},
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preserve_uuid=True,
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auto_set_to_default_pipeline=False,
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)
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runtime_entity = ap.model_mgr.load_llm_model_with_provider.await_args.args[1]
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assert runtime_entity.reasoning_config == {'level': 'high'}
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async def test_create_llm_model_rejects_unsupported_reasoning_before_insert(self):
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ap = SimpleNamespace()
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ap.persistence_mgr = SimpleNamespace(execute_async=AsyncMock())
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runtime_provider = _create_reasoning_runtime_provider(
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{
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'supported': True,
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'levels': ['provider_default'],
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'source': 'manual',
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}
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)
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ap.model_mgr = _create_runtime_model_mgr()
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ap.model_mgr.provider_dict = {'provider-uuid': runtime_provider}
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service = LLMModelsService(ap)
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with pytest.raises(ValueError, match='Available levels: provider_default'):
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await service.create_llm_model(
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WORKSPACE_UUID,
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{
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'name': 'Unknown Reasoning Model',
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'provider_uuid': 'provider-uuid',
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'abilities': ['reasoning'],
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'reasoning_config': {'level': 'high'},
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'extra_args': {},
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},
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auto_set_to_default_pipeline=False,
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)
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ap.persistence_mgr.execute_async.assert_not_awaited()
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class TestLLMModelsServiceUpdateLLMModel:
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"""Tests for LLMModelsService.update_llm_model method."""
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@@ -595,7 +717,10 @@ class TestLLMModelsServiceUpdateLLMModel:
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ap.model_mgr.remove_llm_model = AsyncMock()
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ap.model_mgr.load_llm_model_with_provider = AsyncMock(return_value=Mock())
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ap.persistence_mgr.execute_async = AsyncMock()
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existing_model = _create_mock_llm_model()
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ap.persistence_mgr.execute_async = AsyncMock(
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side_effect=[_create_mock_result(first_item=existing_model), _create_mock_result()]
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)
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service = LLMModelsService(ap)
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service.get_llm_model = AsyncMock(return_value=_existing_llm_data())
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@@ -623,7 +748,8 @@ class TestLLMModelsServiceUpdateLLMModel:
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ap.model_mgr.provider_dict = {} # Empty
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ap.model_mgr.remove_llm_model = AsyncMock()
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ap.persistence_mgr.execute_async = AsyncMock()
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existing_model = _create_mock_llm_model()
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ap.persistence_mgr.execute_async = AsyncMock(return_value=_create_mock_result(first_item=existing_model))
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service = LLMModelsService(ap)
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service.get_llm_model = AsyncMock(return_value=_existing_llm_data('nonexistent-provider'))
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