feat: refactor model management to introduce provider structure, enhancing model organization and retrieval

This commit is contained in:
Junyan Qin
2025-12-26 20:27:33 +08:00
parent 455e3db28d
commit 57fcec011d
24 changed files with 2676 additions and 2106 deletions
@@ -0,0 +1,152 @@
from __future__ import annotations
import uuid
import sqlalchemy
from ....core import app
from ....entity.persistence import model as persistence_model
class ModelProviderService:
"""Service for managing model providers"""
ap: app.Application
def __init__(self, ap: app.Application) -> None:
self.ap = ap
async def get_providers(self) -> list[dict]:
"""Get all providers"""
result = await self.ap.persistence_mgr.execute_async(sqlalchemy.select(persistence_model.ModelProvider))
providers = result.all()
providers_list = []
for p in providers:
provider_dict = self.ap.persistence_mgr.serialize_model(persistence_model.ModelProvider, p)
# Parse api_keys if it's a JSON string
if isinstance(provider_dict.get('api_keys'), str):
import json
try:
provider_dict['api_keys'] = json.loads(provider_dict['api_keys'])
except Exception:
provider_dict['api_keys'] = []
providers_list.append(provider_dict)
return providers_list
async def get_provider(self, provider_uuid: str) -> dict | None:
"""Get a single provider by UUID"""
result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(persistence_model.ModelProvider).where(
persistence_model.ModelProvider.uuid == provider_uuid
)
)
provider = result.first()
if provider is None:
return None
provider_dict = self.ap.persistence_mgr.serialize_model(persistence_model.ModelProvider, provider)
# Parse api_keys if it's a JSON string
if isinstance(provider_dict.get('api_keys'), str):
import json
try:
provider_dict['api_keys'] = json.loads(provider_dict['api_keys'])
except Exception:
provider_dict['api_keys'] = []
return provider_dict
async def create_provider(self, provider_data: dict) -> str:
"""Create a new provider"""
provider_data['uuid'] = str(uuid.uuid4())
await self.ap.persistence_mgr.execute_async(
sqlalchemy.insert(persistence_model.ModelProvider).values(**provider_data)
)
return provider_data['uuid']
async def update_provider(self, provider_uuid: str, provider_data: dict) -> None:
"""Update an existing provider"""
if 'uuid' in provider_data:
del provider_data['uuid']
await self.ap.persistence_mgr.execute_async(
sqlalchemy.update(persistence_model.ModelProvider)
.where(persistence_model.ModelProvider.uuid == provider_uuid)
.values(**provider_data)
)
# Reload all models using this provider
await self.ap.model_mgr.load_models_from_db()
async def delete_provider(self, provider_uuid: str) -> None:
"""Delete a provider (only if no models reference it)"""
# Check if any models use this provider
llm_result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(persistence_model.LLMModel).where(
persistence_model.LLMModel.provider_uuid == provider_uuid
)
)
if llm_result.first() is not None:
raise ValueError('Cannot delete provider: LLM models still reference it')
embedding_result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(persistence_model.EmbeddingModel).where(
persistence_model.EmbeddingModel.provider_uuid == provider_uuid
)
)
if embedding_result.first() is not None:
raise ValueError('Cannot delete provider: Embedding models still reference it')
await self.ap.persistence_mgr.execute_async(
sqlalchemy.delete(persistence_model.ModelProvider).where(
persistence_model.ModelProvider.uuid == provider_uuid
)
)
async def get_provider_model_counts(self, provider_uuid: str) -> dict:
"""Get count of models using this provider"""
llm_result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(sqlalchemy.func.count())
.select_from(persistence_model.LLMModel)
.where(persistence_model.LLMModel.provider_uuid == provider_uuid)
)
llm_count = llm_result.scalar() or 0
embedding_result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(sqlalchemy.func.count())
.select_from(persistence_model.EmbeddingModel)
.where(persistence_model.EmbeddingModel.provider_uuid == provider_uuid)
)
embedding_count = embedding_result.scalar() or 0
return {'llm_count': llm_count, 'embedding_count': embedding_count}
async def find_or_create_provider(self, requester: str, base_url: str, api_keys: list) -> str:
"""Find existing provider or create new one"""
# Try to find existing provider with same config
result = await self.ap.persistence_mgr.execute_async(
sqlalchemy.select(persistence_model.ModelProvider).where(
persistence_model.ModelProvider.requester == requester,
persistence_model.ModelProvider.base_url == base_url,
)
)
for provider in result.all():
if sorted(provider.api_keys or []) == sorted(api_keys or []):
return provider.uuid
# Create new provider
provider_name = requester
if base_url:
try:
from urllib.parse import urlparse
parsed = urlparse(base_url)
provider_name = parsed.netloc or requester
except Exception:
pass
return await self.create_provider(
{
'name': provider_name,
'requester': requester,
'base_url': base_url,
'api_keys': api_keys or [],
}
)