add support embedding models and keeping provider models separate

This commit is contained in:
Ashwin Bharambe 2025-07-23 16:13:47 -07:00
parent cf629f81fe
commit 8fb4feeba1
6 changed files with 264 additions and 18 deletions

View file

@ -15,6 +15,7 @@ from llama_stack.apis.models import Model, ModelType
from llama_stack.apis.shields.shields import Shield
from llama_stack.apis.tools import ListToolDefsResponse, ToolDef, ToolGroup, ToolParameter
from llama_stack.apis.vector_dbs import VectorDB
from llama_stack.distribution.datatypes import RegistryEntrySource
from llama_stack.distribution.routing_tables.benchmarks import BenchmarksRoutingTable
from llama_stack.distribution.routing_tables.datasets import DatasetsRoutingTable
from llama_stack.distribution.routing_tables.models import ModelsRoutingTable
@ -45,6 +46,30 @@ class InferenceImpl(Impl):
async def unregister_model(self, model_id: str):
return model_id
async def should_refresh_models(self):
return False
async def list_models(self):
return [
Model(
identifier="provider-model-1",
provider_resource_id="provider-model-1",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
Model(
identifier="provider-model-2",
provider_resource_id="provider-model-2",
provider_id="test_provider",
metadata={"embedding_dimension": 512},
model_type=ModelType.embedding,
),
]
async def shutdown(self):
pass
class SafetyImpl(Impl):
def __init__(self):
@ -378,3 +403,170 @@ async def test_models_fallback_lookup_behavior(cached_disk_dist_registry):
raise AssertionError("Should have raised ValueError for non-existent model")
except ValueError as e:
assert "not found" in str(e)
async def test_models_source_tracking_default(cached_disk_dist_registry):
"""Test that models registered via register_model get default source."""
table = ModelsRoutingTable({"test_provider": InferenceImpl()}, cached_disk_dist_registry, {})
await table.initialize()
# Register model via register_model (should get default source)
await table.register_model(model_id="user-model", provider_id="test_provider")
models = await table.list_models()
assert len(models.data) == 1
model = models.data[0]
assert model.source == RegistryEntrySource.default
assert model.identifier == "test_provider/user-model"
# Cleanup
await table.shutdown()
async def test_models_source_tracking_provider(cached_disk_dist_registry):
"""Test that models registered via update_registered_models get provider source."""
table = ModelsRoutingTable({"test_provider": InferenceImpl()}, cached_disk_dist_registry, {})
await table.initialize()
# Simulate provider refresh by calling update_registered_models
provider_models = [
Model(
identifier="provider-model-1",
provider_resource_id="provider-model-1",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
Model(
identifier="provider-model-2",
provider_resource_id="provider-model-2",
provider_id="test_provider",
metadata={"embedding_dimension": 512},
model_type=ModelType.embedding,
),
]
await table.update_registered_models("test_provider", provider_models)
models = await table.list_models()
assert len(models.data) == 2
# All models should have provider source
for model in models.data:
assert model.source == RegistryEntrySource.provider
assert model.provider_id == "test_provider"
# Cleanup
await table.shutdown()
async def test_models_source_interaction_preserves_default(cached_disk_dist_registry):
"""Test that provider refresh preserves user-registered models with default source."""
table = ModelsRoutingTable({"test_provider": InferenceImpl()}, cached_disk_dist_registry, {})
await table.initialize()
# First register a user model with same provider_resource_id as provider will later provide
await table.register_model(
model_id="my-custom-alias", provider_model_id="provider-model-1", provider_id="test_provider"
)
# Verify user model is registered with default source
models = await table.list_models()
assert len(models.data) == 1
user_model = models.data[0]
assert user_model.source == RegistryEntrySource.default
assert user_model.identifier == "my-custom-alias"
assert user_model.provider_resource_id == "provider-model-1"
# Now simulate provider refresh
provider_models = [
Model(
identifier="provider-model-1",
provider_resource_id="provider-model-1",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
Model(
identifier="different-model",
provider_resource_id="different-model",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
]
await table.update_registered_models("test_provider", provider_models)
# Verify user model with alias is preserved, but provider added new model
models = await table.list_models()
assert len(models.data) == 2
# Find the user model and provider model
user_model = next((m for m in models.data if m.identifier == "my-custom-alias"), None)
provider_model = next((m for m in models.data if m.identifier == "different-model"), None)
assert user_model is not None
assert user_model.source == RegistryEntrySource.default
assert user_model.provider_resource_id == "provider-model-1"
assert provider_model is not None
assert provider_model.source == RegistryEntrySource.provider
assert provider_model.provider_resource_id == "different-model"
# Cleanup
await table.shutdown()
async def test_models_source_interaction_cleanup_provider_models(cached_disk_dist_registry):
"""Test that provider refresh removes old provider models but keeps default ones."""
table = ModelsRoutingTable({"test_provider": InferenceImpl()}, cached_disk_dist_registry, {})
await table.initialize()
# Register a user model
await table.register_model(model_id="user-model", provider_id="test_provider")
# Add some provider models
provider_models_v1 = [
Model(
identifier="provider-model-old",
provider_resource_id="provider-model-old",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
]
await table.update_registered_models("test_provider", provider_models_v1)
# Verify we have both user and provider models
models = await table.list_models()
assert len(models.data) == 2
# Now update with new provider models (should remove old provider models)
provider_models_v2 = [
Model(
identifier="provider-model-new",
provider_resource_id="provider-model-new",
provider_id="test_provider",
metadata={},
model_type=ModelType.llm,
),
]
await table.update_registered_models("test_provider", provider_models_v2)
# Should have user model + new provider model, old provider model gone
models = await table.list_models()
assert len(models.data) == 2
identifiers = {m.identifier for m in models.data}
assert "test_provider/user-model" in identifiers # User model preserved
assert "provider-model-new" in identifiers # New provider model (uses provider's identifier)
assert "provider-model-old" not in identifiers # Old provider model removed
# Verify sources are correct
user_model = next((m for m in models.data if m.identifier == "test_provider/user-model"), None)
provider_model = next((m for m in models.data if m.identifier == "provider-model-new"), None)
assert user_model.source == RegistryEntrySource.default
assert provider_model.source == RegistryEntrySource.provider
# Cleanup
await table.shutdown()