feat: enable full AI automation and safe startup updates

apps/admin_console/services/model_settings_service.py

@@ -4,6 +4,7 @@ import os
 import tempfile
 import threading
 from pathlib import Path
+from typing import Literal
 from urllib.parse import urlsplit
 
 from pydantic import BaseModel, Field, SecretStr, field_validator
@@ -18,8 +19,12 @@ class ModelSettingsUpdate(BaseModel):
     base_url: str = "https://api.openai.com/v1"
     model: str = Field(min_length=1, max_length=200)
     api_key: SecretStr | None = None  # Omitted/blank keeps the existing key.
-    timeout_seconds: float = Field(default=120, gt=0, le=3600)
-    max_retries: int = Field(default=0, ge=0, le=10)
+    timeout_seconds: float = Field(default=300, gt=0, le=3600)
+    max_retries: int = Field(default=5, ge=0, le=10)
+    retry_interval_seconds: float = Field(default=10, ge=0, le=300)
+    reasoning_effort: Literal["default", "none", "minimal", "low", "medium", "high", "xhigh"] = (
+        "high"
+    )
 
     @field_validator("base_url")
     @classmethod
@@ -57,6 +62,9 @@ def get_model_settings() -> dict:
         "api_key_configured": bool(settings.OPENAI_API_KEY),
         "timeout_seconds": settings.OPENAI_TIMEOUT_SECONDS,
         "max_retries": settings.OPENAI_MAX_RETRIES,
+        "retry_interval_seconds": settings.OPENAI_RETRY_INTERVAL_SECONDS,
+        "reasoning_effort": settings.OPENAI_REASONING_EFFORT,
+        "model_presets": ["gpt-5.6-luna", "mimo-v2.6-flash"],
         "env_path": str(get_env_file()),
     }
 
@@ -69,6 +77,8 @@ def save_model_settings(update: ModelSettingsUpdate) -> dict:
         "OPENAI_MODEL": update.model,
         "OPENAI_TIMEOUT_SECONDS": str(update.timeout_seconds),
         "OPENAI_MAX_RETRIES": str(update.max_retries),
+        "OPENAI_RETRY_INTERVAL_SECONDS": str(update.retry_interval_seconds),
+        "OPENAI_REASONING_EFFORT": update.reasoning_effort,
     }
     if update.api_key and update.api_key.get_secret_value().strip():
         values["OPENAI_API_KEY"] = update.api_key.get_secret_value().strip()
@@ -77,6 +87,8 @@ def save_model_settings(update: ModelSettingsUpdate) -> dict:
     settings.OPENAI_MODEL = update.model
     settings.OPENAI_TIMEOUT_SECONDS = update.timeout_seconds
     settings.OPENAI_MAX_RETRIES = update.max_retries
+    settings.OPENAI_RETRY_INTERVAL_SECONDS = update.retry_interval_seconds
+    settings.OPENAI_REASONING_EFFORT = update.reasoning_effort
     if "OPENAI_API_KEY" in values:
         settings.OPENAI_API_KEY = SecretStr(values["OPENAI_API_KEY"])
     from artemis.llm.router import ModelFactory
@@ -116,7 +128,7 @@ def persist_environment(values: dict[str, str]) -> None:
 
 
 class CapabilitySettings(BaseModel):
-    video_enabled: bool = True
+    video_enabled: bool = False
     outputter_enabled: bool = True
     step_summarizer_enabled: bool = True
 
@@ -152,7 +164,7 @@ async def test_model_settings(update: ModelSettingsUpdate) -> dict:
         api_base=update.base_url,
         timeout_seconds=update.timeout_seconds,
         max_retries=0,
-        max_tokens=64,
+        reasoning_effort=None if update.reasoning_effort == "default" else update.reasoning_effort,
     )
     model = ModelFactory.create_model(endpoint)
     result = await model.ainvoke([HumanMessage(content="Reply with OK only.")])