mirror of
https://github.com/infiniflow/ragflow.git
synced 2025-12-08 20:42:30 +08:00
apply pep8 formalize (#155)
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@ -48,30 +48,42 @@ def set_api_key():
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req["api_key"], llm.llm_name)
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try:
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arr, tc = mdl.encode(["Test if the api key is available"])
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if len(arr[0]) == 0 or tc ==0: raise Exception("Fail")
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if len(arr[0]) == 0 or tc == 0:
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raise Exception("Fail")
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except Exception as e:
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msg += f"\nFail to access embedding model({llm.llm_name}) using this api key."
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elif not chat_passed and llm.model_type == LLMType.CHAT.value:
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mdl = ChatModel[factory](
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req["api_key"], llm.llm_name)
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try:
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m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}], {"temperature": 0.9})
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if not tc: raise Exception(m)
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m, tc = mdl.chat(None, [{"role": "user", "content": "Hello! How are you doing!"}], {
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"temperature": 0.9})
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if not tc:
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raise Exception(m)
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chat_passed = True
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except Exception as e:
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msg += f"\nFail to access model({llm.llm_name}) using this api key." + str(e)
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msg += f"\nFail to access model({llm.llm_name}) using this api key." + str(
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e)
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if msg: return get_data_error_result(retmsg=msg)
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if msg:
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return get_data_error_result(retmsg=msg)
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llm = {
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"api_key": req["api_key"]
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}
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for n in ["model_type", "llm_name"]:
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if n in req: llm[n] = req[n]
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if n in req:
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llm[n] = req[n]
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if not TenantLLMService.filter_update([TenantLLM.tenant_id==current_user.id, TenantLLM.llm_factory==factory], llm):
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if not TenantLLMService.filter_update(
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[TenantLLM.tenant_id == current_user.id, TenantLLM.llm_factory == factory], llm):
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for llm in LLMService.query(fid=factory):
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TenantLLMService.save(tenant_id=current_user.id, llm_factory=factory, llm_name=llm.llm_name, model_type=llm.model_type, api_key=req["api_key"])
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TenantLLMService.save(
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tenant_id=current_user.id,
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llm_factory=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=req["api_key"])
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return get_json_result(data=True)
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@ -105,17 +117,19 @@ def list():
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objs = TenantLLMService.query(tenant_id=current_user.id)
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facts = set([o.to_dict()["llm_factory"] for o in objs if o.api_key])
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llms = LLMService.get_all()
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llms = [m.to_dict() for m in llms if m.status == StatusEnum.VALID.value]
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llms = [m.to_dict()
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for m in llms if m.status == StatusEnum.VALID.value]
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for m in llms:
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m["available"] = m["fid"] in facts or m["llm_name"].lower() == "flag-embedding"
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res = {}
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for m in llms:
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if model_type and m["model_type"] != model_type: continue
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if m["fid"] not in res: res[m["fid"]] = []
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if model_type and m["model_type"] != model_type:
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continue
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if m["fid"] not in res:
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res[m["fid"]] = []
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res[m["fid"]].append(m)
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return get_json_result(data=res)
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except Exception as e:
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return server_error_response(e)
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