Merge branch 'main' into 6-telegram-interface

This commit is contained in:
2025-10-12 18:38:07 +02:00
48 changed files with 703 additions and 614 deletions

View File

@@ -1,7 +1,7 @@
import logging
from app.agents.models import AppModels
from app.agents.team import create_team_with
from app.agents.predictor import PREDICTOR_INSTRUCTIONS, PredictorOutput, PredictorStyle
from app.agents.prompts import *
from app.configs import AppConfig
logging = logging.getLogger(__name__)
@@ -13,33 +13,27 @@ class Pipeline:
e scelto dall'utente tramite i dropdown dell'interfaccia grafica.
"""
# Variabili statiche
available_models = AppModels.availables()
all_styles = list(PredictorStyle)
def __init__(self, configs: AppConfig):
self.configs = configs
def __init__(self):
self.style = Pipeline.all_styles[0]
self.team = create_team_with(AppModels.OLLAMA_QWEN_1B)
self.choose_predictor(0) # Modello di default
# Stato iniziale
self.leader_model = self.configs.get_model_by_name(self.configs.agents.team_leader_model)
self.choose_strategy(0)
# ======================
# Dropdown handlers
# ======================
def choose_predictor(self, index: int):
def choose_leader(self, index: int):
"""
Sceglie il modello LLM da usare per il Predictor.
Sceglie il modello LLM da usare per il Team.
"""
model = Pipeline.available_models[index]
self.predictor = model.get_agent(
PREDICTOR_INSTRUCTIONS,
output_schema=PredictorOutput,
)
self.leader_model = self.configs.models.all_models[index]
def choose_style(self, index: int):
def choose_strategy(self, index: int):
"""
Sceglie lo stile (conservativo/aggressivo) da usare per il Predictor.
Sceglie la strategia da usare per il Predictor.
"""
self.style = Pipeline.all_styles[index]
self.strat = self.configs.strategies[index].description
# ======================
# Helpers
@@ -48,13 +42,13 @@ class Pipeline:
"""
Restituisce la lista dei nomi dei modelli disponibili.
"""
return [model.name for model in Pipeline.available_models]
return [model.label for model in self.configs.models.all_models]
def list_styles(self) -> list[str]:
"""
Restituisce la lista degli stili di previsione disponibili.
"""
return [style.value for style in Pipeline.all_styles]
return [strat.label for strat in self.configs.strategies]
# ======================
# Core interaction
@@ -66,10 +60,13 @@ class Pipeline:
3. Invoca Predictor
4. Restituisce la strategia finale
"""
# Step 1: Creazione Team
team_model = self.configs.get_model_by_name(self.configs.agents.team_model)
team = create_team_with(self.configs, team_model, self.leader_model)
# Step 1: raccolta output dai membri del Team
logging.info(f"Pipeline received query: {query}")
team_outputs = self.team.run(query) # type: ignore
team_outputs = team.run(query) # type: ignore
# Step 2: recupero ouput
if not isinstance(team_outputs.content, str):