persist registered objects with distribution (#354)

* persist registered objects with distribution

* linter fixes

* comment

* use annotate and field discriminator

* workign tests

* donot use global state

* precommit failures fixed

* add back Any

* fix imports

* remove unnecessary changes in ollama

* precommit failures fixed

* make kvstore configurable for dist and rename registry

* add comment about registry list return

* fix linter errors

* use registry to hydrate

* remove debug print

* linter fixes

* remove kvstore.db

* rename distribution_registry_store

---------

Co-authored-by: Dinesh Yeduguru <dineshyv@fb.com>

llama_stack/apis/datasets/datasets.py

@@ -4,7 +4,7 @@
 # This source code is licensed under the terms described in the LICENSE file in
 # the root directory of this source tree.
 
-from typing import Any, Dict, List, Optional, Protocol
+from typing import Any, Dict, List, Literal, Optional, Protocol
 
 from llama_models.llama3.api.datatypes import URL
 
@@ -32,6 +32,7 @@ class DatasetDef(BaseModel):
 
 @json_schema_type
 class DatasetDefWithProvider(DatasetDef):
+    type: Literal["dataset"] = "dataset"
     provider_id: str = Field(
         description="ID of the provider which serves this dataset",
     )

llama_stack/apis/models/models.py

@@ -4,7 +4,7 @@
 # This source code is licensed under the terms described in the LICENSE file in
 # the root directory of this source tree.
 
-from typing import Any, Dict, List, Optional, Protocol, runtime_checkable
+from typing import Any, Dict, List, Literal, Optional, Protocol, runtime_checkable
 
 from llama_models.schema_utils import json_schema_type, webmethod
 from pydantic import BaseModel, Field
@@ -25,6 +25,7 @@ class ModelDef(BaseModel):
 
 @json_schema_type
 class ModelDefWithProvider(ModelDef):
+    type: Literal["model"] = "model"
     provider_id: str = Field(
         description="The provider ID for this model",
     )

llama_stack/apis/scoring_functions/scoring_functions.py

@@ -4,7 +4,7 @@
 # This source code is licensed under the terms described in the LICENSE file in
 # the root directory of this source tree.
 
-from typing import Any, Dict, List, Optional, Protocol, runtime_checkable
+from typing import Any, Dict, List, Literal, Optional, Protocol, runtime_checkable
 
 from llama_models.schema_utils import json_schema_type, webmethod
 from pydantic import BaseModel, Field
@@ -53,6 +53,7 @@ class ScoringFnDef(BaseModel):
 
 @json_schema_type
 class ScoringFnDefWithProvider(ScoringFnDef):
+    type: Literal["scoring_fn"] = "scoring_fn"
     provider_id: str = Field(
         description="ID of the provider which serves this dataset",
     )

llama_stack/apis/shields/shields.py

@@ -5,7 +5,7 @@
 # the root directory of this source tree.
 
 from enum import Enum
-from typing import Any, Dict, List, Optional, Protocol, runtime_checkable
+from typing import Any, Dict, List, Literal, Optional, Protocol, runtime_checkable
 
 from llama_models.schema_utils import json_schema_type, webmethod
 from pydantic import BaseModel, Field
@@ -34,6 +34,7 @@ class ShieldDef(BaseModel):
 
 @json_schema_type
 class ShieldDefWithProvider(ShieldDef):
+    type: Literal["shield"] = "shield"
     provider_id: str = Field(
         description="The provider ID for this shield type",
     )

llama_stack/distribution/datatypes.py

@@ -21,6 +21,7 @@ from llama_stack.apis.inference import Inference
 from llama_stack.apis.memory import Memory
 from llama_stack.apis.safety import Safety
 from llama_stack.apis.scoring import Scoring
+from llama_stack.providers.utils.kvstore.config import KVStoreConfig
 
 LLAMA_STACK_BUILD_CONFIG_VERSION = "2"
 LLAMA_STACK_RUN_CONFIG_VERSION = "2"
@@ -37,12 +38,16 @@ RoutableObject = Union[
     ScoringFnDef,
 ]
 
-RoutableObjectWithProvider = Union[
+
+RoutableObjectWithProvider = Annotated[
+    Union[
         ModelDefWithProvider,
         ShieldDefWithProvider,
         MemoryBankDefWithProvider,
         DatasetDefWithProvider,
         ScoringFnDefWithProvider,
+    ],
+    Field(discriminator="type"),
 ]
 
 RoutedProtocol = Union[
@@ -134,6 +139,12 @@ One or more providers to use for each API. The same provider_type (e.g., meta-re
 can be instantiated multiple times (with different configs) if necessary.
 """,
     )
+    metadata_store: Optional[KVStoreConfig] = Field(
+        default=None,
+        description="""
+Configuration for the persistence store used by the distribution registry. If not specified,
+a default SQLite store will be used.""",
+    )
 
 
 class BuildConfig(BaseModel):

llama_stack/distribution/resolver.py

@@ -26,6 +26,7 @@ from llama_stack.apis.scoring_functions import ScoringFunctions
 from llama_stack.apis.shields import Shields
 from llama_stack.apis.telemetry import Telemetry
 from llama_stack.distribution.distribution import builtin_automatically_routed_apis
+from llama_stack.distribution.store import DistributionRegistry
 from llama_stack.distribution.utils.dynamic import instantiate_class_type
 
 
@@ -65,7 +66,9 @@ class ProviderWithSpec(Provider):
 
 # TODO: this code is not very straightforward to follow and needs one more round of refactoring
 async def resolve_impls(
-    run_config: StackRunConfig, provider_registry: Dict[Api, Dict[str, ProviderSpec]]
+    run_config: StackRunConfig,
+    provider_registry: Dict[Api, Dict[str, ProviderSpec]],
+    dist_registry: DistributionRegistry,
 ) -> Dict[Api, Any]:
     """
     Does two things:
@@ -189,6 +192,7 @@ async def resolve_impls(
             provider,
             deps,
             inner_impls,
+            dist_registry,
         )
         # TODO: ugh slightly redesign this shady looking code
         if "inner-" in api_str:
@@ -237,6 +241,7 @@ async def instantiate_provider(
     provider: ProviderWithSpec,
     deps: Dict[str, Any],
     inner_impls: Dict[str, Any],
+    dist_registry: DistributionRegistry,
 ):
     protocols = api_protocol_map()
     additional_protocols = additional_protocols_map()
@@ -270,7 +275,7 @@ async def instantiate_provider(
         method = "get_routing_table_impl"
 
         config = None
-        args = [provider_spec.api, inner_impls, deps]
+        args = [provider_spec.api, inner_impls, deps, dist_registry]
     else:
         method = "get_provider_impl"
 

llama_stack/distribution/routers/__init__.py

@@ -7,6 +7,9 @@
 from typing import Any
 
 from llama_stack.distribution.datatypes import *  # noqa: F403
+
+from llama_stack.distribution.store import DistributionRegistry
+
 from .routing_tables import (
     DatasetsRoutingTable,
     MemoryBanksRoutingTable,
@@ -20,6 +23,7 @@ async def get_routing_table_impl(
     api: Api,
     impls_by_provider_id: Dict[str, RoutedProtocol],
     _deps,
+    dist_registry: DistributionRegistry,
 ) -> Any:
     api_to_tables = {
         "memory_banks": MemoryBanksRoutingTable,
@@ -32,7 +36,7 @@ async def get_routing_table_impl(
     if api.value not in api_to_tables:
         raise ValueError(f"API {api.value} not found in router map")
 
-    impl = api_to_tables[api.value](impls_by_provider_id)
+    impl = api_to_tables[api.value](impls_by_provider_id, dist_registry)
     await impl.initialize()
     return impl
 

llama_stack/distribution/routers/routing_tables.py

@@ -13,6 +13,7 @@ from llama_stack.apis.shields import *  # noqa: F403
 from llama_stack.apis.memory_banks import *  # noqa: F403
 from llama_stack.apis.datasets import *  # noqa: F403
 
+from llama_stack.distribution.store import DistributionRegistry
 from llama_stack.distribution.datatypes import *  # noqa: F403
 
 
@@ -46,25 +47,23 @@ async def register_object_with_provider(obj: RoutableObject, p: Any) -> None:
 Registry = Dict[str, List[RoutableObjectWithProvider]]
 
 
-# TODO: this routing table maintains state in memory purely. We need to
-# add persistence to it when we add dynamic registration of objects.
 class CommonRoutingTableImpl(RoutingTable):
     def __init__(
         self,
         impls_by_provider_id: Dict[str, RoutedProtocol],
+        dist_registry: DistributionRegistry,
     ) -> None:
         self.impls_by_provider_id = impls_by_provider_id
+        self.dist_registry = dist_registry
 
     async def initialize(self) -> None:
-        self.registry: Registry = {}
+        # Initialize the registry if not already done
+        await self.dist_registry.initialize()
 
-        def add_objects(
+        async def add_objects(
             objs: List[RoutableObjectWithProvider], provider_id: str, cls
         ) -> None:
             for obj in objs:
-                if obj.identifier not in self.registry:
-                    self.registry[obj.identifier] = []
-
                 if cls is None:
                     obj.provider_id = provider_id
                 else:
@@ -74,34 +73,35 @@ class CommonRoutingTableImpl(RoutingTable):
                         obj.provider_id = provider_id
                     else:
                         obj = cls(**obj.model_dump(), provider_id=provider_id)
-                self.registry[obj.identifier].append(obj)
+                await self.dist_registry.register(obj)
 
+        # Register all objects from providers
         for pid, p in self.impls_by_provider_id.items():
             api = get_impl_api(p)
             if api == Api.inference:
                 p.model_store = self
                 models = await p.list_models()
-                add_objects(models, pid, ModelDefWithProvider)
+                await add_objects(models, pid, ModelDefWithProvider)
 
             elif api == Api.safety:
                 p.shield_store = self
                 shields = await p.list_shields()
-                add_objects(shields, pid, ShieldDefWithProvider)
+                await add_objects(shields, pid, ShieldDefWithProvider)
 
             elif api == Api.memory:
                 p.memory_bank_store = self
                 memory_banks = await p.list_memory_banks()
-                add_objects(memory_banks, pid, None)
+                await add_objects(memory_banks, pid, None)
 
             elif api == Api.datasetio:
                 p.dataset_store = self
                 datasets = await p.list_datasets()
-                add_objects(datasets, pid, DatasetDefWithProvider)
+                await add_objects(datasets, pid, DatasetDefWithProvider)
 
             elif api == Api.scoring:
                 p.scoring_function_store = self
                 scoring_functions = await p.list_scoring_functions()
-                add_objects(scoring_functions, pid, ScoringFnDefWithProvider)
+                await add_objects(scoring_functions, pid, ScoringFnDefWithProvider)
 
     async def shutdown(self) -> None:
         for p in self.impls_by_provider_id.values():
@@ -124,39 +124,44 @@ class CommonRoutingTableImpl(RoutingTable):
             else:
                 raise ValueError("Unknown routing table type")
 
-        if routing_key not in self.registry:
+        # Get objects from disk registry
+        objects = self.dist_registry.get_cached(routing_key)
+        if not objects:
             apiname, objname = apiname_object()
             raise ValueError(
                 f"`{routing_key}` not registered. Make sure there is an {apiname} provider serving this {objname}."
             )
 
-        objs = self.registry[routing_key]
+        for obj in objects:
-        for obj in objs:
             if not provider_id or provider_id == obj.provider_id:
                 return self.impls_by_provider_id[obj.provider_id]
 
         raise ValueError(f"Provider not found for `{routing_key}`")
 
-    def get_object_by_identifier(
+    async def get_object_by_identifier(
         self, identifier: str
     ) -> Optional[RoutableObjectWithProvider]:
-        objs = self.registry.get(identifier, [])
+        # Get from disk registry
-        if not objs:
+        objects = await self.dist_registry.get(identifier)
+        if not objects:
             return None
 
         # kind of ill-defined behavior here, but we'll just return the first one
-        return objs[0]
+        return objects[0]
 
     async def register_object(self, obj: RoutableObjectWithProvider):
-        entries = self.registry.get(obj.identifier, [])
+        # Get existing objects from registry
-        for entry in entries:
+        existing_objects = await self.dist_registry.get(obj.identifier)
-            if entry.provider_id == obj.provider_id or not obj.provider_id:
+
+        # Check for existing registration
+        for existing_obj in existing_objects:
+            if existing_obj.provider_id == obj.provider_id or not obj.provider_id:
                 print(
-                    f"`{obj.identifier}` already registered with `{entry.provider_id}`"
+                    f"`{obj.identifier}` already registered with `{existing_obj.provider_id}`"
                 )
                 return
 
-        # if provider_id is not specified, we'll pick an arbitrary one from existing entries
+        # if provider_id is not specified, pick an arbitrary one from existing entries
         if not obj.provider_id and len(self.impls_by_provider_id) > 0:
             obj.provider_id = list(self.impls_by_provider_id.keys())[0]
 
@@ -166,12 +171,7 @@ class CommonRoutingTableImpl(RoutingTable):
         p = self.impls_by_provider_id[obj.provider_id]
 
         await register_object_with_provider(obj, p)
-
+        await self.dist_registry.register(obj)
-        if obj.identifier not in self.registry:
-            self.registry[obj.identifier] = []
-        self.registry[obj.identifier].append(obj)
-
-        # TODO: persist this to a store
 
 
 class ModelsRoutingTable(CommonRoutingTableImpl, Models):

llama_stack/distribution/server/server.py

@@ -31,6 +31,8 @@ from llama_stack.distribution.distribution import (
     get_provider_registry,
 )
 
+from llama_stack.distribution.utils.config_dirs import DISTRIBS_BASE_DIR
+
 from llama_stack.providers.utils.telemetry.tracing import (
     end_trace,
     setup_logger,
@@ -38,9 +40,10 @@ from llama_stack.providers.utils.telemetry.tracing import (
     start_trace,
 )
 from llama_stack.distribution.datatypes import *  # noqa: F403
-
 from llama_stack.distribution.request_headers import set_request_provider_data
 from llama_stack.distribution.resolver import resolve_impls
+from llama_stack.distribution.store import CachedDiskDistributionRegistry
+from llama_stack.providers.utils.kvstore import kvstore_impl, SqliteKVStoreConfig
 
 from .endpoints import get_all_api_endpoints
 
@@ -278,8 +281,23 @@ def main(
         config = StackRunConfig(**yaml.safe_load(fp))
 
     app = FastAPI()
+    # instantiate kvstore for storing and retrieving distribution metadata
+    if config.metadata_store:
+        dist_kvstore = asyncio.run(kvstore_impl(config.metadata_store))
+    else:
+        dist_kvstore = asyncio.run(
+            kvstore_impl(
+                SqliteKVStoreConfig(
+                    db_path=(
+                        DISTRIBS_BASE_DIR / config.image_name / "kvstore.db"
+                    ).as_posix()
+                )
+            )
+        )
 
-    impls = asyncio.run(resolve_impls(config, get_provider_registry()))
+    dist_registry = CachedDiskDistributionRegistry(dist_kvstore)
+
+    impls = asyncio.run(resolve_impls(config, get_provider_registry(), dist_registry))
     if Api.telemetry in impls:
         setup_logger(impls[Api.telemetry])
 

llama_stack/distribution/store/__init__.py

@@ -0,0 +1,7 @@
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the terms described in the LICENSE file in
+# the root directory of this source tree.
+
+from .registry import *  # noqa: F401 F403

llama_stack/distribution/store/registry.py

@@ -0,0 +1,135 @@
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the terms described in the LICENSE file in
+# the root directory of this source tree.
+
+import json
+from typing import Dict, List, Protocol
+
+import pydantic
+
+from llama_stack.distribution.datatypes import RoutableObjectWithProvider
+
+from llama_stack.providers.utils.kvstore import KVStore
+
+
+class DistributionRegistry(Protocol):
+    async def get_all(self) -> List[RoutableObjectWithProvider]: ...
+
+    async def initialize(self) -> None: ...
+
+    async def get(self, identifier: str) -> List[RoutableObjectWithProvider]: ...
+
+    def get_cached(self, identifier: str) -> List[RoutableObjectWithProvider]: ...
+
+    # The current data structure allows multiple objects with the same identifier but different providers.
+    # This is not ideal - we should have a single object that can be served by multiple providers,
+    # suggesting a data structure like (obj: Obj, providers: List[str]) rather than List[RoutableObjectWithProvider].
+    # The current approach could lead to inconsistencies if the same logical object has different data across providers.
+    async def register(self, obj: RoutableObjectWithProvider) -> bool: ...
+
+
+KEY_FORMAT = "distributions:registry:{}"
+
+
+class DiskDistributionRegistry(DistributionRegistry):
+    def __init__(self, kvstore: KVStore):
+        self.kvstore = kvstore
+
+    async def initialize(self) -> None:
+        pass
+
+    def get_cached(self, identifier: str) -> List[RoutableObjectWithProvider]:
+        # Disk registry does not have a cache
+        return []
+
+    async def get_all(self) -> List[RoutableObjectWithProvider]:
+        start_key = KEY_FORMAT.format("")
+        end_key = KEY_FORMAT.format("\xff")
+        keys = await self.kvstore.range(start_key, end_key)
+        return [await self.get(key.split(":")[-1]) for key in keys]
+
+    async def get(self, identifier: str) -> List[RoutableObjectWithProvider]:
+        json_str = await self.kvstore.get(KEY_FORMAT.format(identifier))
+        if not json_str:
+            return []
+
+        objects_data = json.loads(json_str)
+        return [
+            pydantic.parse_obj_as(
+                RoutableObjectWithProvider,
+                json.loads(obj_str),
+            )
+            for obj_str in objects_data
+        ]
+
+    async def register(self, obj: RoutableObjectWithProvider) -> bool:
+        existing_objects = await self.get(obj.identifier)
+        # dont register if the object's providerid already exists
+        for eobj in existing_objects:
+            if eobj.provider_id == obj.provider_id:
+                return False
+
+        existing_objects.append(obj)
+
+        objects_json = [
+            obj.model_dump_json() for obj in existing_objects
+        ]  # Fixed variable name
+        await self.kvstore.set(
+            KEY_FORMAT.format(obj.identifier), json.dumps(objects_json)
+        )
+        return True
+
+
+class CachedDiskDistributionRegistry(DiskDistributionRegistry):
+    def __init__(self, kvstore: KVStore):
+        super().__init__(kvstore)
+        self.cache: Dict[str, List[RoutableObjectWithProvider]] = {}
+
+    async def initialize(self) -> None:
+        start_key = KEY_FORMAT.format("")
+        end_key = KEY_FORMAT.format("\xff")
+
+        keys = await self.kvstore.range(start_key, end_key)
+
+        for key in keys:
+            identifier = key.split(":")[-1]
+            objects = await super().get(identifier)
+            if objects:
+                self.cache[identifier] = objects
+
+    def get_cached(self, identifier: str) -> List[RoutableObjectWithProvider]:
+        return self.cache.get(identifier, [])
+
+    async def get_all(self) -> List[RoutableObjectWithProvider]:
+        return [item for sublist in self.cache.values() for item in sublist]
+
+    async def get(self, identifier: str) -> List[RoutableObjectWithProvider]:
+        if identifier in self.cache:
+            return self.cache[identifier]
+
+        objects = await super().get(identifier)
+        if objects:
+            self.cache[identifier] = objects
+
+        return objects
+
+    async def register(self, obj: RoutableObjectWithProvider) -> bool:
+        # First update disk
+        success = await super().register(obj)
+
+        if success:
+            # Then update cache
+            if obj.identifier not in self.cache:
+                self.cache[obj.identifier] = []
+
+            # Check if provider already exists in cache
+            for cached_obj in self.cache[obj.identifier]:
+                if cached_obj.provider_id == obj.provider_id:
+                    return success
+
+            # If not, update cache
+            self.cache[obj.identifier].append(obj)
+
+        return success

llama_stack/distribution/store/tests/test_registry.py

@@ -0,0 +1,171 @@
+# Copyright (c) Meta Platforms, Inc. and affiliates.
+# All rights reserved.
+#
+# This source code is licensed under the terms described in the LICENSE file in
+# the root directory of this source tree.
+
+import os
+
+import pytest
+import pytest_asyncio
+from llama_stack.distribution.store import *  # noqa F403
+from llama_stack.apis.inference import ModelDefWithProvider
+from llama_stack.apis.memory_banks import VectorMemoryBankDef
+from llama_stack.providers.utils.kvstore import kvstore_impl, SqliteKVStoreConfig
+from llama_stack.distribution.datatypes import *  # noqa F403
+
+
+@pytest.fixture
+def config():
+    config = SqliteKVStoreConfig(db_path="/tmp/test_registry.db")
+    if os.path.exists(config.db_path):
+        os.remove(config.db_path)
+    return config
+
+
+@pytest_asyncio.fixture
+async def registry(config):
+    registry = DiskDistributionRegistry(await kvstore_impl(config))
+    await registry.initialize()
+    return registry
+
+
+@pytest_asyncio.fixture
+async def cached_registry(config):
+    registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
+    await registry.initialize()
+    return registry
+
+
+@pytest.fixture
+def sample_bank():
+    return VectorMemoryBankDef(
+        identifier="test_bank",
+        embedding_model="all-MiniLM-L6-v2",
+        chunk_size_in_tokens=512,
+        overlap_size_in_tokens=64,
+        provider_id="test-provider",
+    )
+
+
+@pytest.fixture
+def sample_model():
+    return ModelDefWithProvider(
+        identifier="test_model",
+        llama_model="Llama3.2-3B-Instruct",
+        provider_id="test-provider",
+    )
+
+
+@pytest.mark.asyncio
+async def test_registry_initialization(registry):
+    # Test empty registry
+    results = await registry.get("nonexistent")
+    assert len(results) == 0
+
+
+@pytest.mark.asyncio
+async def test_basic_registration(registry, sample_bank, sample_model):
+    print(f"Registering {sample_bank}")
+    await registry.register(sample_bank)
+    print(f"Registering {sample_model}")
+    await registry.register(sample_model)
+    print("Getting bank")
+    results = await registry.get("test_bank")
+    assert len(results) == 1
+    result_bank = results[0]
+    assert result_bank.identifier == sample_bank.identifier
+    assert result_bank.embedding_model == sample_bank.embedding_model
+    assert result_bank.chunk_size_in_tokens == sample_bank.chunk_size_in_tokens
+    assert result_bank.overlap_size_in_tokens == sample_bank.overlap_size_in_tokens
+    assert result_bank.provider_id == sample_bank.provider_id
+
+    results = await registry.get("test_model")
+    assert len(results) == 1
+    result_model = results[0]
+    assert result_model.identifier == sample_model.identifier
+    assert result_model.llama_model == sample_model.llama_model
+    assert result_model.provider_id == sample_model.provider_id
+
+
+@pytest.mark.asyncio
+async def test_cached_registry_initialization(config, sample_bank, sample_model):
+    # First populate the disk registry
+    disk_registry = DiskDistributionRegistry(await kvstore_impl(config))
+    await disk_registry.initialize()
+    await disk_registry.register(sample_bank)
+    await disk_registry.register(sample_model)
+
+    # Test cached version loads from disk
+    cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
+    await cached_registry.initialize()
+
+    results = await cached_registry.get("test_bank")
+    assert len(results) == 1
+    result_bank = results[0]
+    assert result_bank.identifier == sample_bank.identifier
+    assert result_bank.embedding_model == sample_bank.embedding_model
+    assert result_bank.chunk_size_in_tokens == sample_bank.chunk_size_in_tokens
+    assert result_bank.overlap_size_in_tokens == sample_bank.overlap_size_in_tokens
+    assert result_bank.provider_id == sample_bank.provider_id
+
+
+@pytest.mark.asyncio
+async def test_cached_registry_updates(config):
+    cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
+    await cached_registry.initialize()
+
+    new_bank = VectorMemoryBankDef(
+        identifier="test_bank_2",
+        embedding_model="all-MiniLM-L6-v2",
+        chunk_size_in_tokens=256,
+        overlap_size_in_tokens=32,
+        provider_id="baz",
+    )
+    await cached_registry.register(new_bank)
+
+    # Verify in cache
+    results = await cached_registry.get("test_bank_2")
+    assert len(results) == 1
+    result_bank = results[0]
+    assert result_bank.identifier == new_bank.identifier
+    assert result_bank.provider_id == new_bank.provider_id
+
+    # Verify persisted to disk
+    new_registry = DiskDistributionRegistry(await kvstore_impl(config))
+    await new_registry.initialize()
+    results = await new_registry.get("test_bank_2")
+    assert len(results) == 1
+    result_bank = results[0]
+    assert result_bank.identifier == new_bank.identifier
+    assert result_bank.provider_id == new_bank.provider_id
+
+
+@pytest.mark.asyncio
+async def test_duplicate_provider_registration(config):
+    cached_registry = CachedDiskDistributionRegistry(await kvstore_impl(config))
+    await cached_registry.initialize()
+
+    original_bank = VectorMemoryBankDef(
+        identifier="test_bank_2",
+        embedding_model="all-MiniLM-L6-v2",
+        chunk_size_in_tokens=256,
+        overlap_size_in_tokens=32,
+        provider_id="baz",
+    )
+    await cached_registry.register(original_bank)
+
+    duplicate_bank = VectorMemoryBankDef(
+        identifier="test_bank_2",
+        embedding_model="different-model",
+        chunk_size_in_tokens=128,
+        overlap_size_in_tokens=16,
+        provider_id="baz",  # Same provider_id
+    )
+    await cached_registry.register(duplicate_bank)
+
+    results = await cached_registry.get("test_bank_2")
+    assert len(results) == 1  # Still only one result
+    assert (
+        results[0].embedding_model == original_bank.embedding_model
+    )  # Original values preserved