feat(migrations): Rename indexes and update global integration settings fields for improved clarity and functionality
feat(admin): Add API monitoring, debug console, and system health templates for enhanced admin interface docs: Add AI system cleanup summary and audit report detailing architecture, token management, and recommendations docs: Introduce credits and tokens system guide outlining configuration, data flow, and monitoring strategies
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IGNY8 VPS (Salman)
@@ -1,6 +1,6 @@
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"""
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AI Settings - Centralized model configurations and limits
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Uses IntegrationSettings only - no hardcoded defaults or fallbacks.
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Uses global settings with optional per-account overrides.
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"""
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from typing import Dict, Any
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import logging
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@@ -19,18 +19,23 @@ FUNCTION_ALIASES = {
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def get_model_config(function_name: str, account) -> Dict[str, Any]:
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"""
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Get model configuration from IntegrationSettings.
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Falls back to system account (aws-admin) if user account doesn't have settings.
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Get model configuration for AI function.
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Architecture:
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- API keys: ALWAYS from GlobalIntegrationSettings (platform-wide)
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- Model/params: From IntegrationSettings if account has override, else from global
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- Free plan: Cannot override, uses global defaults
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- Starter/Growth/Scale: Can override model, temperature, max_tokens, etc.
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Args:
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function_name: Name of the AI function
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account: Account instance (required)
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Returns:
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dict: Model configuration with 'model', 'max_tokens', 'temperature'
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dict: Model configuration with 'model', 'max_tokens', 'temperature', 'api_key'
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Raises:
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ValueError: If account not provided or IntegrationSettings not configured
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ValueError: If account not provided or settings not configured
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"""
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if not account:
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raise ValueError("Account is required for model configuration")
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@@ -38,53 +43,57 @@ def get_model_config(function_name: str, account) -> Dict[str, Any]:
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# Resolve function alias
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actual_name = FUNCTION_ALIASES.get(function_name, function_name)
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# Get IntegrationSettings for OpenAI - try user account first
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integration_settings = None
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try:
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from igny8_core.modules.system.global_settings_models import GlobalIntegrationSettings
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from igny8_core.modules.system.models import IntegrationSettings
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integration_settings = IntegrationSettings.objects.filter(
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integration_type='openai',
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account=account,
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is_active=True
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).first()
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except Exception as e:
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logger.warning(f"Could not load OpenAI settings for account {account.id}: {e}")
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# Fallback to system account (aws-admin, default-account, or default)
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if not integration_settings:
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logger.info(f"No OpenAI settings for account {account.id}, falling back to system account")
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# Get global settings (for API keys and defaults)
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global_settings = GlobalIntegrationSettings.get_instance()
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if not global_settings.openai_api_key:
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raise ValueError(
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"Platform OpenAI API key not configured. "
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"Please configure GlobalIntegrationSettings in Django admin."
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)
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# Start with global defaults
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model = global_settings.openai_model
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temperature = global_settings.openai_temperature
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max_tokens = global_settings.openai_max_tokens
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api_key = global_settings.openai_api_key # ALWAYS from global
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# Check if account has overrides (only for Starter/Growth/Scale plans)
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# Free plan users cannot create IntegrationSettings records
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try:
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from igny8_core.auth.models import Account
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from igny8_core.modules.system.models import IntegrationSettings
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for slug in ['aws-admin', 'default-account', 'default']:
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system_account = Account.objects.filter(slug=slug).first()
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if system_account:
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integration_settings = IntegrationSettings.objects.filter(
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integration_type='openai',
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account=system_account,
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is_active=True
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).first()
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if integration_settings:
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logger.info(f"Using OpenAI settings from system account: {slug}")
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break
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except Exception as e:
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logger.warning(f"Could not load system account OpenAI settings: {e}")
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# If still no settings found, raise error
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if not integration_settings:
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account_settings = IntegrationSettings.objects.get(
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account=account,
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integration_type='openai',
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is_active=True
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)
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config = account_settings.config or {}
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# Override model if specified (NULL = use global)
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if config.get('model'):
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model = config['model']
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# Override temperature if specified
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if config.get('temperature') is not None:
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temperature = config['temperature']
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# Override max_tokens if specified
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if config.get('max_tokens'):
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max_tokens = config['max_tokens']
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except IntegrationSettings.DoesNotExist:
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# No account override, use global defaults (already set above)
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pass
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except Exception as e:
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logger.error(f"Could not load OpenAI settings for account {account.id}: {e}")
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raise ValueError(
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f"OpenAI IntegrationSettings not configured for account {account.id} or system account. "
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f"Please configure OpenAI settings in the integration page."
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)
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config = integration_settings.config or {}
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# Get model from config
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model = config.get('model')
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if not model:
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raise ValueError(
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f"Model not configured in IntegrationSettings for account {account.id}. "
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f"Please set 'model' in OpenAI integration settings."
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f"Could not load OpenAI configuration for account {account.id}. "
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f"Please configure GlobalIntegrationSettings."
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)
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# Validate model is in our supported list (optional validation)
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@@ -96,15 +105,8 @@ def get_model_config(function_name: str, account) -> Dict[str, Any]:
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f"Supported models: {list(MODEL_RATES.keys())}"
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)
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except ImportError:
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# MODEL_RATES not available - skip validation
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pass
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# Get max_tokens and temperature from config (standardized to 8192, 16384 for GPT-5.x)
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# GPT-5.1 and GPT-5.2 use 16384 max_tokens by default
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default_max_tokens = 16384 if model in ['gpt-5.1', 'gpt-5.2'] else 8192
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max_tokens = config.get('max_tokens', default_max_tokens)
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temperature = config.get('temperature', 0.7) # Reasonable default
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# Build response format based on model (JSON mode for supported models)
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response_format = None
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try:
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@@ -112,7 +114,6 @@ def get_model_config(function_name: str, account) -> Dict[str, Any]:
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if model in JSON_MODE_MODELS:
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response_format = {"type": "json_object"}
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except ImportError:
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# JSON_MODE_MODELS not available - skip
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pass
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return {
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