import uuid from django.conf import settings from django.db import models class ModelProvider(models.Model): name = models.CharField(max_length=120, unique=True) base_url = models.URLField(max_length=500) api_key_encrypted = models.TextField(blank=True) enabled = models.BooleanField(default=True) default_timeout_seconds = models.PositiveIntegerField(default=60) created_by = models.ForeignKey( settings.AUTH_USER_MODEL, null=True, blank=True, on_delete=models.SET_NULL, related_name="created_model_providers", ) created_at = models.DateTimeField(auto_now_add=True) updated_at = models.DateTimeField(auto_now=True) class Meta: ordering = ["name"] class ModelDeployment(models.Model): provider = models.ForeignKey( ModelProvider, on_delete=models.PROTECT, related_name="deployments", ) display_name = models.CharField(max_length=120) model_name = models.CharField(max_length=160) capability = models.CharField(max_length=40, default="text_chat") default_temperature = models.FloatField(default=0.2) max_output_tokens = models.PositiveIntegerField(default=2048) enabled = models.BooleanField(default=True) created_at = models.DateTimeField(auto_now_add=True) updated_at = models.DateTimeField(auto_now=True) class Meta: ordering = ["provider__name", "display_name"] constraints = [ models.UniqueConstraint( fields=["provider", "model_name"], name="unique_provider_model_name", ) ] class ModelInvocation(models.Model): public_id = models.UUIDField(default=uuid.uuid4, unique=True, editable=False) deployment = models.ForeignKey( ModelDeployment, null=True, blank=True, on_delete=models.SET_NULL, related_name="invocations", ) invocation_type = models.CharField(max_length=40, default="model_test") status = models.CharField(max_length=24, default="queued") model_snapshot = models.JSONField(default=dict, blank=True) input_snapshot = models.JSONField(default=dict, blank=True) output_text = models.TextField(blank=True) input_tokens = models.PositiveIntegerField(null=True, blank=True) output_tokens = models.PositiveIntegerField(null=True, blank=True) duration_ms = models.PositiveIntegerField(default=0) retry_count = models.PositiveIntegerField(default=0) error_code = models.CharField(max_length=80, blank=True) error_message = models.TextField(blank=True) created_by = models.ForeignKey( settings.AUTH_USER_MODEL, null=True, blank=True, on_delete=models.SET_NULL, related_name="model_invocations", ) created_at = models.DateTimeField(auto_now_add=True) started_at = models.DateTimeField(null=True, blank=True) finished_at = models.DateTimeField(null=True, blank=True) class Meta: ordering = ["-created_at"] indexes = [ models.Index(fields=["status", "created_at"]), models.Index(fields=["invocation_type", "created_at"]), ]