Update app.py

app.py

@@ -13,6 +13,63 @@ from pydub import AudioSegment
 from pydub.playback import play
 
 
+PATH_TO_MODEL = "vosk-model-tts-ru-0.4-multi"
+PATH_TO_OUTPUT = "C:/Users/user/Desktop/deepfake_sirius/materials/audio" #TODO: IT
+
+
+k = "sk-YOVNQzHmpga9My3dwlSo9BQN907TuPZQXcHn50ztigTwm3I2"
+files = [
+    ("input_face", open("C:\\Users\\user\\Desktop\\deepfake_sirius\\materials\\scale_1200.jpg", "rb")), #TODO: IT
+    ("input_audio", open("C:\\Users\\user\\Desktop\\deepfake_sirius\\materials\\audio\\output.wav", "rb")), #TODO: IT
+]
+payload = {}
+
+
+class VoiceGenerator:
+    def __init__(self):
+        self.model = Model(model_path=PATH_TO_MODEL)
+    def generate(self, text, file_name='output.wav'):
+        synth = Synth(self.model)
+        path = os.path.join(PATH_TO_OUTPUT, file_name)
+        synth.synth(text, path)
+        return path
+
+
+def record_and_recognize_audio(file_path):
+    with speech_recognition.AudioFile(file_path) as source:
+        audio = recognizer.record(source)
+    try:
+        recognized_data = recognizer.recognize_google(audio, language="ru").lower()
+    except speech_recognition.UnknownValueError:
+        pass
+    except speech_recognition.RequestError:
+        pass
+    return recognized_data
+
+
+def ask(request):
+    instruction = """
+    Ответь на запрос так, как ответил бы на него Павел Воля. Используй данные из биографии Павла Воли, если это потребуется. Отвечай на запрос в его стиле. Ответ должен содержать не болеее 10 предложений.
+    """
+    result = requests.post(
+        url='https://llm.api.cloud.yandex.net/llm/v1alpha/instruct',
+        headers={
+            "Authorization": "Api-Key AQVNyVqBi-XoJ1cAo7VIxq6ztgXm3owqowtso5Qb",
+        },
+        json={
+            "model": "general",
+            "instruction_text": instruction,
+            "request_text": request,
+            "generation_options": {
+                "max_tokens": 1500,
+                "temperature": 0.5
+            }
+        }
+    )
+    data = json.loads(result.text)
+    return(data['result']['alternatives'][0]['text'])
+
+
 def result(audio):
     sr, data = audio
     print('sr:', sr, 'data:', data)