@@ -27,6 +27,7 @@ from ml_model.services.perplexity import Perplexity
 from ml_model.services.pulid import Pulid
 from ml_model.services.qwen import Qwen
 from ml_model.services.raifgpt import Raifgpt
+from ml_model.services.ray import Ray
 from ml_model.services.recraft import Recraft
 from ml_model.services.sdxlemoji import Sdxlemoji
 from ml_model.services.stablediffusion import Stablediffusion
@@ -0,0 +1,57 @@
+import base64
+import time
+from datetime import timedelta
+from decimal import Decimal
+from io import BytesIO
+
+import filetype
+import requests
+from django.core.files import File
+
+from messages.models import Message
+from ml_model.services.base import SimpleService
+from ml_model.tasks import replicate_run
+
+from payments.exceptions.insufficient_balance import InsufficientBalance
+from payments.selectors.payment_plan_selector import PaymentPlanSelector
+
+
+class Ray(SimpleService):
+    """
+    Ray Service
+    contains abstract method make, which makes a generation
+    """
+
+    TOKENS_COST = Decimal('135')
+
+    def calculate_price(self) -> Decimal:
+        return self.TOKENS_COST.quantize(Decimal('0.1'), rounding='ROUND_UP')
+
+    def save_results(self, content: str, t: timedelta, video: str, save: bool = True) -> list[Message]:
+        msg = Message(
+            content=content,
+            content_object=self.store,
+            elapsed_time=t,
+            file=File(BytesIO(requests.get(video).content), '.mp4'),
+        )
+        if save:
+            return Message.objects.bulk_create([msg])
+        return [msg]
+
+    def make(self, input_message: Message, save: bool = True) -> list[Message]:
+        if (balance := PaymentPlanSelector(self.store.user).get_current_balance()) < self.TOKENS_COST:
+            raise InsufficientBalance(balance, self.TOKENS_COST)
+        callback_data = dict({'prompt': self.translate_prompt(input_message.content), **input_message.info})
+        if input_message.file:
+            kind = filetype.guess(input_message.file.read(20))
+            mime = kind.mime if kind else 'application/octet-stream'
+            input_message.file.seek(0)
+            image = f'data:{mime};base64,{base64.b64encode(input_message.file.read()).decode("utf-8")}'
+            input_message.file.close()
+            callback_data.update({'start_image': image})
+        start_time = time.time()
+        video = replicate_run('luma/ray', callback_data)
+        process_time = timedelta(seconds=(time.time() - start_time))
+        self.handle_invoice(input_message.content_object.model)
+        msgs = self.save_results(input_message.content, process_time, video, save)
+        return msgs