Refactor configs dei modelli + fix chat interface default selection
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@@ -54,6 +54,8 @@ class AppModel(BaseModel):
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output_schema=output_schema
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)
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class APIConfig(BaseModel):
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retry_attempts: int = 3
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retry_delay_seconds: int = 2
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@@ -61,11 +63,15 @@ class APIConfig(BaseModel):
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news_providers: list[str] = []
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social_providers: list[str] = []
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class Strategy(BaseModel):
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name: str = "Conservative"
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label: str = "Conservative"
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description: str = "Focus on low-risk investments with steady returns."
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class ModelsConfig(BaseModel):
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gemini: list[AppModel] = [AppModel()]
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ollama: list[AppModel] = []
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@@ -74,6 +80,53 @@ class ModelsConfig(BaseModel):
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def all_models(self) -> list[AppModel]:
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return self.gemini + self.ollama
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def validate_models(self) -> None:
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"""
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Validate the configured models for each provider.
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"""
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self.__validate_online_models(self.gemini, clazz=Gemini, key="GOOGLE_API_KEY")
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self.__validate_ollama_models()
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def __validate_online_models(self, models: list[AppModel], clazz: type[Model], key: str | None = None) -> None:
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"""
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Validate models for online providers like Gemini.
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Args:
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models: list of AppModel instances to validate
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clazz: class of the model (e.g. Gemini)
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key: API key required for the provider (optional)
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"""
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if key and os.getenv(key) is None:
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log.warning(f"No {key} set in environment variables for provider.")
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models.clear()
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return
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for model in models:
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model.model = clazz
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def __validate_ollama_models(self) -> None:
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"""
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Validate models for the Ollama provider.
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"""
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try:
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models_list = ollama.list()
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availables = {model['model'] for model in models_list['models']}
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not_availables: list[str] = []
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for model in self.ollama:
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if model.name in availables:
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model.model = Ollama
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else:
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not_availables.append(model.name)
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if not_availables:
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log.warning(f"Ollama models not available: {not_availables}")
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self.ollama = [model for model in self.ollama if model.model]
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except Exception as e:
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log.warning(f"Ollama is not running or not reachable: {e}")
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class AgentsConfigs(BaseModel):
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strategy: str = "Conservative"
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team_model: str = "gemini-2.0-flash"
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@@ -121,7 +174,7 @@ class AppConfig(BaseModel):
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super().__init__(*args, **kwargs)
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self.set_logging_level()
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self.validate_models()
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self.models.validate_models()
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self._initialized = True
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def get_model_by_name(self, name: str) -> AppModel:
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@@ -189,53 +242,3 @@ class AppConfig(BaseModel):
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logger = logging.getLogger(logger_name)
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logger.handlers.clear()
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logger.propagate = True
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def validate_models(self) -> None:
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"""
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Validate the configured models for each provider.
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"""
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self.__validate_online_models("gemini", clazz=Gemini, key="GOOGLE_API_KEY")
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self.__validate_ollama_models()
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def __validate_online_models(self, provider: str, clazz: type[Model], key: str | None = None) -> None:
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"""
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Validate models for online providers like Gemini.
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Args:
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provider: name of the provider (e.g. "gemini")
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clazz: class of the model (e.g. Gemini)
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key: API key required for the provider (optional)
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"""
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if getattr(self.models, provider) is None:
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log.warning(f"No models configured for provider '{provider}'.")
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models: list[AppModel] = getattr(self.models, provider)
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if key and os.getenv(key) is None:
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log.warning(f"No {key} set in environment variables for {provider}.")
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models.clear()
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return
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for model in models:
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model.model = clazz
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def __validate_ollama_models(self) -> None:
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"""
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Validate models for the Ollama provider.
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"""
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try:
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models_list = ollama.list()
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availables = {model['model'] for model in models_list['models']}
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not_availables: list[str] = []
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for model in self.models.ollama:
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if model.name in availables:
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model.model = Ollama
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else:
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not_availables.append(model.name)
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if not_availables:
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log.warning(f"Ollama models not available: {not_availables}")
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self.models.ollama = [model for model in self.models.ollama if model.model]
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except Exception as e:
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log.warning(f"Ollama is not running or not reachable: {e}")
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@@ -84,14 +84,16 @@ class ChatManager:
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label="Modello da usare"
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)
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provider.change(fn=self.inputs.choose_team_leader, inputs=provider, outputs=None)
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provider.value = self.inputs.team_leader_model.label
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style = gr.Dropdown(
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strategy = gr.Dropdown(
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choices=self.inputs.list_strategies_names(),
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value=self.inputs.strategy.label,
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type="index",
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label="Stile di investimento"
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)
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style.change(fn=self.inputs.choose_strategy, inputs=style, outputs=None)
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strategy.change(fn=self.inputs.choose_strategy, inputs=strategy, outputs=None)
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strategy.value = self.inputs.strategy.label
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chat = gr.ChatInterface(
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fn=self.gradio_respond
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