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feat(cloud): provision workspace model catalog (#2376)
* feat(cloud): provision workspace model catalog * ci(cloud): pin model catalog adapter source * fix: make cloud model catalog sync recoverable * ci: pin cloud adapter source for release --------- Co-authored-by: dadachann <185672915+dadachann@users.noreply.github.com>
This commit is contained in:
@@ -5,6 +5,7 @@ import uuid
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import sqlalchemy
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from langbot_plugin.api.entities.builtin.provider import message as provider_message
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from ....cloud.model_catalog import LANGBOT_MODELS_PROVIDER_REQUESTER
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from ....core import app
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from ....entity.persistence import model as persistence_model
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from ....entity.persistence import pipeline as persistence_pipeline
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@@ -113,6 +114,23 @@ async def _require_workspace_provider(
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return provider
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def _is_cloud_runtime(ap: app.Application) -> bool:
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mode = getattr(ap.persistence_mgr, 'mode', None)
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return getattr(mode, 'value', None) == 'cloud_runtime'
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async def _assert_cloud_managed_provider_mutable(
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ap: app.Application,
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context: TenantContext,
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provider_uuid: str,
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) -> None:
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if not _is_cloud_runtime(ap):
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return
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provider = await _require_workspace_provider(ap, context, provider_uuid)
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if provider.get('requester') == LANGBOT_MODELS_PROVIDER_REQUESTER:
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raise ValueError('LangBot Models is managed by Cloud and cannot be modified')
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async def _require_runtime_provider(
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ap: app.Application,
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context: TenantContext,
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@@ -213,6 +231,7 @@ class LLMModelsService:
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model_data['provider_uuid'] = provider_uuid
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await _require_workspace_provider(self.ap, context, model_data['provider_uuid'])
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await _assert_cloud_managed_provider_mutable(self.ap, context, model_data['provider_uuid'])
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await _validate_provider_supports(self.ap, context, model_data['provider_uuid'], 'llm')
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await self.ap.persistence_mgr.execute_async(sqlalchemy.insert(persistence_model.LLMModel).values(**model_data))
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@@ -291,11 +310,17 @@ class LLMModelsService:
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return model_dict
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async def update_llm_model(self, context: TenantContext, model_uuid: str, model_data: dict) -> None:
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async def update_llm_model(
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self,
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context: TenantContext,
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model_uuid: str,
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model_data: dict,
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) -> None:
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"""Update an existing LLM model"""
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existing_model = await self.get_llm_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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model_data = model_data.copy()
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model_data.pop('uuid', None)
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model_data.pop('workspace_uuid', None)
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@@ -321,6 +346,7 @@ class LLMModelsService:
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provider_uuid = model_data.get('provider_uuid', existing_model['provider_uuid'])
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await _require_workspace_provider(self.ap, context, provider_uuid)
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await _assert_cloud_managed_provider_mutable(self.ap, context, provider_uuid)
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await _validate_provider_supports(self.ap, context, provider_uuid, 'llm')
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result = await self.ap.persistence_mgr.execute_async(
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@@ -355,6 +381,11 @@ class LLMModelsService:
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async def delete_llm_model(self, context: TenantContext, model_uuid: str) -> None:
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"""Delete an LLM model"""
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if _is_cloud_runtime(self.ap):
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existing_model = await self.get_llm_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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result = await self.ap.persistence_mgr.execute_async(
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scope_statement(
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sqlalchemy.delete(persistence_model.LLMModel).where(persistence_model.LLMModel.uuid == model_uuid),
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@@ -448,7 +479,10 @@ class EmbeddingModelsService:
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return serialized if include_secret else [_redact_model_secrets(model) for model in serialized]
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async def create_embedding_model(
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self, context: TenantContext, model_data: dict, preserve_uuid: bool = False
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self,
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context: TenantContext,
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model_data: dict,
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preserve_uuid: bool = False,
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) -> str:
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"""Create a new embedding model"""
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model_data = model_data.copy()
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@@ -472,6 +506,7 @@ class EmbeddingModelsService:
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model_data['provider_uuid'] = provider_uuid
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await _require_workspace_provider(self.ap, context, model_data['provider_uuid'])
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await _assert_cloud_managed_provider_mutable(self.ap, context, model_data['provider_uuid'])
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await _validate_provider_supports(self.ap, context, model_data['provider_uuid'], 'text-embedding')
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await self.ap.persistence_mgr.execute_async(
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@@ -530,11 +565,17 @@ class EmbeddingModelsService:
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return model_dict
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async def update_embedding_model(self, context: TenantContext, model_uuid: str, model_data: dict) -> None:
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async def update_embedding_model(
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self,
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context: TenantContext,
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model_uuid: str,
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model_data: dict,
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) -> None:
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"""Update an existing embedding model"""
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existing_model = await self.get_embedding_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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model_data = model_data.copy()
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model_data.pop('uuid', None)
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model_data.pop('workspace_uuid', None)
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@@ -559,6 +600,7 @@ class EmbeddingModelsService:
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provider_uuid = model_data.get('provider_uuid', existing_model['provider_uuid'])
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await _require_workspace_provider(self.ap, context, provider_uuid)
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await _assert_cloud_managed_provider_mutable(self.ap, context, provider_uuid)
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await _validate_provider_supports(self.ap, context, provider_uuid, 'text-embedding')
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result = await self.ap.persistence_mgr.execute_async(
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@@ -593,6 +635,11 @@ class EmbeddingModelsService:
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async def delete_embedding_model(self, context: TenantContext, model_uuid: str) -> None:
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"""Delete an embedding model"""
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if _is_cloud_runtime(self.ap):
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existing_model = await self.get_embedding_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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result = await self.ap.persistence_mgr.execute_async(
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scope_statement(
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sqlalchemy.delete(persistence_model.EmbeddingModel).where(
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@@ -685,7 +732,12 @@ class RerankModelsService:
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serialized = [self.ap.persistence_mgr.serialize_model(persistence_model.RerankModel, m) for m in models]
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return serialized if include_secret else [_redact_model_secrets(model) for model in serialized]
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async def create_rerank_model(self, context: TenantContext, model_data: dict, preserve_uuid: bool = False) -> str:
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async def create_rerank_model(
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self,
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context: TenantContext,
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model_data: dict,
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preserve_uuid: bool = False,
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) -> str:
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"""Create a new rerank model"""
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model_data = model_data.copy()
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if not preserve_uuid:
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@@ -708,6 +760,7 @@ class RerankModelsService:
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model_data['provider_uuid'] = provider_uuid
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await _require_workspace_provider(self.ap, context, model_data['provider_uuid'])
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await _assert_cloud_managed_provider_mutable(self.ap, context, model_data['provider_uuid'])
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await _validate_provider_supports(self.ap, context, model_data['provider_uuid'], 'rerank')
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await self.ap.persistence_mgr.execute_async(
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@@ -766,11 +819,17 @@ class RerankModelsService:
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return model_dict
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async def update_rerank_model(self, context: TenantContext, model_uuid: str, model_data: dict) -> None:
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async def update_rerank_model(
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self,
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context: TenantContext,
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model_uuid: str,
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model_data: dict,
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) -> None:
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"""Update an existing rerank model"""
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existing_model = await self.get_rerank_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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model_data = model_data.copy()
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model_data.pop('uuid', None)
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model_data.pop('workspace_uuid', None)
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@@ -795,6 +854,7 @@ class RerankModelsService:
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provider_uuid = model_data.get('provider_uuid', existing_model['provider_uuid'])
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await _require_workspace_provider(self.ap, context, provider_uuid)
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await _assert_cloud_managed_provider_mutable(self.ap, context, provider_uuid)
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await _validate_provider_supports(self.ap, context, provider_uuid, 'rerank')
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result = await self.ap.persistence_mgr.execute_async(
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@@ -829,6 +889,11 @@ class RerankModelsService:
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async def delete_rerank_model(self, context: TenantContext, model_uuid: str) -> None:
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"""Delete a rerank model"""
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if _is_cloud_runtime(self.ap):
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existing_model = await self.get_rerank_model(context, model_uuid, include_secret=True)
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if existing_model is None:
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raise WorkspaceNotFoundError('Model not found')
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await _assert_cloud_managed_provider_mutable(self.ap, context, existing_model['provider_uuid'])
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result = await self.ap.persistence_mgr.execute_async(
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scope_statement(
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sqlalchemy.delete(persistence_model.RerankModel).where(
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