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feat: refactor model management to introduce provider structure, enhancing model organization and retrieval
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@@ -0,0 +1,152 @@
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from __future__ import annotations
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import uuid
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import sqlalchemy
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from ....core import app
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from ....entity.persistence import model as persistence_model
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class ModelProviderService:
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"""Service for managing model providers"""
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ap: app.Application
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def __init__(self, ap: app.Application) -> None:
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self.ap = ap
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async def get_providers(self) -> list[dict]:
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"""Get all providers"""
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result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_model.ModelProvider))
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providers = result.all()
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providers_list = []
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for p in providers:
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provider_dict = self.ap.persistence_mgr.serialize_model(persistence_model.ModelProvider, p)
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# Parse api_keys if it's a JSON string
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if isinstance(provider_dict.get('api_keys'), str):
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import json
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try:
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provider_dict['api_keys'] = json.loads(provider_dict['api_keys'])
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except Exception:
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provider_dict['api_keys'] = []
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providers_list.append(provider_dict)
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return providers_list
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async def get_provider(self, provider_uuid: str) -> dict | None:
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"""Get a single provider by UUID"""
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result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(persistence_model.ModelProvider).where(
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persistence_model.ModelProvider.uuid == provider_uuid
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)
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)
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provider = result.first()
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if provider is None:
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return None
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provider_dict = self.ap.persistence_mgr.serialize_model(persistence_model.ModelProvider, provider)
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# Parse api_keys if it's a JSON string
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if isinstance(provider_dict.get('api_keys'), str):
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import json
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try:
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provider_dict['api_keys'] = json.loads(provider_dict['api_keys'])
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except Exception:
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provider_dict['api_keys'] = []
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return provider_dict
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async def create_provider(self, provider_data: dict) -> str:
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"""Create a new provider"""
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provider_data['uuid'] = str(uuid.uuid4())
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await self.ap.persistence_mgr.execute_async(
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sqlalchemy.insert(persistence_model.ModelProvider).values(**provider_data)
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)
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return provider_data['uuid']
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async def update_provider(self, provider_uuid: str, provider_data: dict) -> None:
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"""Update an existing provider"""
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if 'uuid' in provider_data:
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del provider_data['uuid']
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await self.ap.persistence_mgr.execute_async(
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sqlalchemy.update(persistence_model.ModelProvider)
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.where(persistence_model.ModelProvider.uuid == provider_uuid)
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.values(**provider_data)
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)
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# Reload all models using this provider
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await self.ap.model_mgr.load_models_from_db()
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async def delete_provider(self, provider_uuid: str) -> None:
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"""Delete a provider (only if no models reference it)"""
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# Check if any models use this provider
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llm_result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(persistence_model.LLMModel).where(
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persistence_model.LLMModel.provider_uuid == provider_uuid
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)
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)
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if llm_result.first() is not None:
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raise ValueError('Cannot delete provider: LLM models still reference it')
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embedding_result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(persistence_model.EmbeddingModel).where(
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persistence_model.EmbeddingModel.provider_uuid == provider_uuid
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)
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)
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if embedding_result.first() is not None:
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raise ValueError('Cannot delete provider: Embedding models still reference it')
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await self.ap.persistence_mgr.execute_async(
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sqlalchemy.delete(persistence_model.ModelProvider).where(
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persistence_model.ModelProvider.uuid == provider_uuid
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)
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)
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async def get_provider_model_counts(self, provider_uuid: str) -> dict:
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"""Get count of models using this provider"""
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llm_result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(sqlalchemy.func.count())
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.select_from(persistence_model.LLMModel)
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.where(persistence_model.LLMModel.provider_uuid == provider_uuid)
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)
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llm_count = llm_result.scalar() or 0
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embedding_result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(sqlalchemy.func.count())
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.select_from(persistence_model.EmbeddingModel)
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.where(persistence_model.EmbeddingModel.provider_uuid == provider_uuid)
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)
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embedding_count = embedding_result.scalar() or 0
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return {'llm_count': llm_count, 'embedding_count': embedding_count}
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async def find_or_create_provider(self, requester: str, base_url: str, api_keys: list) -> str:
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"""Find existing provider or create new one"""
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# Try to find existing provider with same config
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result = await self.ap.persistence_mgr.execute_async(
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sqlalchemy.select(persistence_model.ModelProvider).where(
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persistence_model.ModelProvider.requester == requester,
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persistence_model.ModelProvider.base_url == base_url,
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)
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)
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for provider in result.all():
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if sorted(provider.api_keys or []) == sorted(api_keys or []):
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return provider.uuid
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# Create new provider
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provider_name = requester
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if base_url:
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try:
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from urllib.parse import urlparse
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parsed = urlparse(base_url)
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provider_name = parsed.netloc or requester
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except Exception:
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pass
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return await self.create_provider(
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{
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'name': provider_name,
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'requester': requester,
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'base_url': base_url,
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'api_keys': api_keys or [],
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}
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)
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