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LLM Providers #52

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Nunzi99 merged 8 commits from 29-aggiungere-llm-providers into main 2025-10-27 21:07:30 +01:00
Conversation 2 Commits 8 Files Changed 5 +195 -52
5 changed files with 195 additions and 52 deletions
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9
.env.example
View File

@@ -5,6 +5,15 @@
# https://makersuite.google.com/app/apikey
GOOGLE_API_KEY=
# https://platform.openai.com/settings/organization/api-keys
OPENAI_API_KEY=
# https://admin.mistral.ai/organization/api-keys
MISTRAL_API_KEY=
# https://platform.deepseek.com/api_keys
DEEPSEEK_API_KEY=
###############################################################################
# Configurazioni per gli agenti di mercato

9
configs.yaml
View File

@@ -19,6 +19,15 @@ models:
label: Gemini
# - name: gemini-2.0-pro # TODO Non funziona, ha un nome diverso
# label: Gemini Pro
gpt:
- name: gpt-4o
label: OpenAIChat
deepseek:
- name: deepseek-chat
label: DeepSeek
mistral:
- name: mistral-large-latest
label: Mistral
ollama:
- name: gpt-oss:latest
label: Ollama GPT

3
pyproject.toml
View File

@@ -24,6 +24,9 @@ dependencies = [
# Modelli supportati e installati (aggiungere qui sotto quelli che si vogliono usare)
"google-genai",
"ollama",
"openai",
"mistralai",
"deepseek",
# API di exchange di criptovalute
"coinbase-advanced-py",

120
src/app/configs.py
View File

@@ -10,6 +10,10 @@ from agno.tools import Toolkit
from agno.models.base import Model
from agno.models.google import Gemini
from agno.models.ollama import Ollama
from agno.models.openai import OpenAIChat
from agno.models.mistral import MistralChat
from agno.models.deepseek import DeepSeek
# from agno.models.xai import xAI
log = logging.getLogger(__name__)
@@ -54,6 +58,8 @@ class AppModel(BaseModel):
output_schema=output_schema
copilot-pull-request-reviewer[bot] commented 2025-10-27 21:02:50 +01:00 (Migrated from github.com)
Review
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The warning message is generic and doesn't identify which provider is affected. Consider including the provider name or class name in the message for easier debugging, e.g., f\"No {key} set in environment variables for {clazz.__name__}.\"

            log.warning(f"No {key} set in environment variables for {clazz.__name__}.")
The warning message is generic and doesn't identify which provider is affected. Consider including the provider name or class name in the message for easier debugging, e.g., `f\"No {key} set in environment variables for {clazz.__name__}.\"` ```suggestion log.warning(f"No {key} set in environment variables for {clazz.__name__}.") ```
)
class APIConfig(BaseModel):
retry_attempts: int = 3
retry_delay_seconds: int = 2
@@ -61,18 +67,78 @@ class APIConfig(BaseModel):
news_providers: list[str] = []
social_providers: list[str] = []
class Strategy(BaseModel):
name: str = "Conservative"
label: str = "Conservative"
description: str = "Focus on low-risk investments with steady returns."
class ModelsConfig(BaseModel):
gemini: list[AppModel] = [AppModel()]
gpt: list[AppModel] = [AppModel(name="gpt-4o", label="OpenAIChat")]
mistral: list[AppModel] = [AppModel(name="mistral-large-latest", label="Mistral")]
deepseek: list[AppModel] = [AppModel(name="deepseek-chat", label="DeepSeek")]
# xai: list[AppModel] = [AppModel(name="grok-3", label="xAI")]
ollama: list[AppModel] = []
@property
def all_models(self) -> list[AppModel]:
return self.gemini + self.ollama
return self.gemini + self.ollama + self.gpt + self.mistral + self.deepseek # + self.xai
def validate_models(self) -> None:
"""
Validate the configured models for each provider.
"""
self.__validate_online_models(self.gemini, clazz=Gemini, key="GOOGLE_API_KEY")
self.__validate_online_models(self.gpt, clazz=OpenAIChat, key="OPENAI_API_KEY")
self.__validate_online_models(self.mistral, clazz=MistralChat, key="MISTRAL_API_KEY")
self.__validate_online_models(self.deepseek, clazz=DeepSeek, key="DEEPSEEK_API_KEY")
# self.__validate_online_models(self.xai, clazz=xAI, key="XAI_API_KEY")
self.__validate_ollama_models()
def __validate_online_models(self, models: list[AppModel], clazz: type[Model], key: str | None = None) -> None:
"""
Validate models for online providers like Gemini.
Args:
models: list of AppModel instances to validate
clazz: class of the model (e.g. Gemini)
key: API key required for the provider (optional)
"""
if key and os.getenv(key) is None:
log.warning(f"No {key} set in environment variables for {clazz.__name__}.")
models.clear()
return
for model in models:
model.model = clazz
def __validate_ollama_models(self) -> None:
"""
copilot-pull-request-reviewer[bot] commented 2025-10-27 21:02:50 +01:00 (Migrated from github.com)
Review
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The docstring mentions 'like Gemini' as an example but this method now validates multiple providers (OpenAI, Mistral, DeepSeek, Gemini). Update the description to be provider-agnostic, e.g., 'Validate models for online API-based providers.'

        Validate models for online API-based providers.
        Args:
            models: list of AppModel instances to validate
            clazz: class of the model (e.g. provider model class)
The docstring mentions 'like Gemini' as an example but this method now validates multiple providers (OpenAI, Mistral, DeepSeek, Gemini). Update the description to be provider-agnostic, e.g., 'Validate models for online API-based providers.' ```suggestion Validate models for online API-based providers. Args: models: list of AppModel instances to validate clazz: class of the model (e.g. provider model class) ```
Validate models for the Ollama provider.
"""
try:
models_list = ollama.list()
availables = {model['model'] for model in models_list['models']}
not_availables: list[str] = []
for model in self.ollama:
if model.name in availables:
model.model = Ollama
else:
not_availables.append(model.name)
if not_availables:
log.warning(f"Ollama models not available: {not_availables}")
self.ollama = [model for model in self.ollama if model.model]
except Exception as e:
log.warning(f"Ollama is not running or not reachable: {e}")
class AgentsConfigs(BaseModel):
strategy: str = "Conservative"
@@ -121,7 +187,7 @@ class AppConfig(BaseModel):
super().__init__(*args, **kwargs)
self.set_logging_level()
self.validate_models()
self.models.validate_models()
self._initialized = True
def get_model_by_name(self, name: str) -> AppModel:
@@ -189,53 +255,3 @@ class AppConfig(BaseModel):
logger = logging.getLogger(logger_name)
logger.handlers.clear()
logger.propagate = True
def validate_models(self) -> None:
"""
Validate the configured models for each provider.
"""
self.__validate_online_models("gemini", clazz=Gemini, key="GOOGLE_API_KEY")
self.__validate_ollama_models()
def __validate_online_models(self, provider: str, clazz: type[Model], key: str | None = None) -> None:
"""
Validate models for online providers like Gemini.
Args:
provider: name of the provider (e.g. "gemini")
clazz: class of the model (e.g. Gemini)
key: API key required for the provider (optional)
"""
if getattr(self.models, provider) is None:
log.warning(f"No models configured for provider '{provider}'.")
models: list[AppModel] = getattr(self.models, provider)
if key and os.getenv(key) is None:
log.warning(f"No {key} set in environment variables for {provider}.")
models.clear()
return
for model in models:
model.model = clazz
def __validate_ollama_models(self) -> None:
"""
Validate models for the Ollama provider.
"""
try:
models_list = ollama.list()
availables = {model['model'] for model in models_list['models']}
not_availables: list[str] = []
for model in self.models.ollama:
if model.name in availables:
model.model = Ollama
else:
not_availables.append(model.name)
if not_availables:
log.warning(f"Ollama models not available: {not_availables}")
self.models.ollama = [model for model in self.models.ollama if model.model]
except Exception as e:
log.warning(f"Ollama is not running or not reachable: {e}")

106
uv.lock generated
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