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Update app.py
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app.py
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@@ -42,23 +42,31 @@ models = {}
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def get_model(model_name: str):
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logger.info(f"尝试获取模型: {model_name}")
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model_to_load = MODEL_MAPPING.get(model_name, model_name)
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# 提前
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if model_name not in models:
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try:
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hf_token = os.getenv("HUGGINGFACE_HUB_TOKEN")
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models[model_name] = SentenceTransformer(
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logger.info(f"模型 {model_name} 加载成功")
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except Exception as e:
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return models[model_name]
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def get_model(model_name: str):
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logger.info(f"尝试获取模型: {model_name}")
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# 1. 定义所有支持的模型(映射名 + 直接支持的模型名)
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supported_models = set(MODEL_MAPPING.keys()) # 包含text-embedding-3-*和bge-*
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model_to_load = MODEL_MAPPING.get(model_name, model_name)
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# 2. 提前拦截无效模型:若不在支持列表且非已知机构前缀,直接返回400
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known_prefixes = ("BAAI/", "sentence-transformers/") # 允许合法机构的模型
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if (model_name not in supported_models) and (not model_to_load.startswith(known_prefixes)):
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error_msg = f"不支持的模型: {model_name}"
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logger.error(error_msg)
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raise HTTPException(status_code=400, detail=error_msg)
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# 3. 加载支持的模型(含合法机构前缀的模型)
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if model_name not in models:
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try:
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hf_token = os.getenv("HUGGINGFACE_HUB_TOKEN")
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models[model_name] = SentenceTransformer(
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model_to_load,
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use_auth_token=hf_token
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)
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logger.info(f"模型 {model_name} 加载成功")
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except Exception as e:
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# 若合法模型加载失败(如网络问题),返回500;无效模型已提前拦截
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error_msg = f"加载模型 {model_name} 失败: {str(e)}"
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logger.error(error_msg)
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raise HTTPException(status_code=500, detail=error_msg)
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return models[model_name]
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