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Refa: split services about llm. (#9450)
### What problem does this PR solve? ### Type of change - [x] Refactoring
This commit is contained in:
@ -28,7 +28,7 @@ from api.apps.auth import get_auth_client
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from api.db import FileType, UserTenantRole
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from api.db.db_models import TenantLLM
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from api.db.services.file_service import FileService
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from api.db.services.llm_service import LLMService, TenantLLMService
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from api.db.services.llm_service import TenantLLMService, get_init_tenant_llm
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from api.db.services.user_service import TenantService, UserService, UserTenantService
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from api.utils import (
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current_timestamp,
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@ -619,57 +619,8 @@ def user_register(user_id, user):
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"size": 0,
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"location": "",
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}
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tenant_llm = []
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seen = set()
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factory_configs = []
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for factory_config in [
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settings.CHAT_CFG,
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settings.EMBEDDING_CFG,
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settings.ASR_CFG,
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settings.IMAGE2TEXT_CFG,
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settings.RERANK_CFG,
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]:
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factory_name = factory_config["factory"]
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if factory_name not in seen:
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seen.add(factory_name)
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factory_configs.append(factory_config)
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for factory_config in factory_configs:
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for llm in LLMService.query(fid=factory_config["factory"]):
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tenant_llm.append(
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{
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"tenant_id": user_id,
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"llm_factory": factory_config["factory"],
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"llm_name": llm.llm_name,
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"model_type": llm.model_type,
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"api_key": factory_config["api_key"],
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"api_base": factory_config["base_url"],
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"max_tokens": llm.max_tokens if llm.max_tokens else 8192,
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}
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)
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if settings.LIGHTEN != 1:
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for buildin_embedding_model in settings.BUILTIN_EMBEDDING_MODELS:
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mdlnm, fid = TenantLLMService.split_model_name_and_factory(buildin_embedding_model)
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tenant_llm.append(
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{
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"tenant_id": user_id,
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"llm_factory": fid,
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"llm_name": mdlnm,
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"model_type": "embedding",
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"api_key": "",
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"api_base": "",
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"max_tokens": 1024 if buildin_embedding_model == "BAAI/bge-large-zh-v1.5@BAAI" else 512,
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}
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)
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unique = {}
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for item in tenant_llm:
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key = (item["tenant_id"], item["llm_factory"], item["llm_name"])
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if key not in unique:
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unique[key] = item
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tenant_llm = list(unique.values())
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tenant_llm = get_init_tenant_llm(user_id)
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if not UserService.save(**user):
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return
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