Create app.py

app.py

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+import vertexai
+from vertexai.generative_models import GenerativeModel
+import vertexai.preview.generative_models as generative_models
+import gradio as gr
+
+def generate(text):
+    vertexai.init(project="idyllic-now-424815-h2", location="us-central1")
+    model = GenerativeModel(
+        "gemini-1.5-flash-001",
+        system_instruction=[
+            'Objective', text, 'Instructions', 'Use words like "thou," "thee," "thy," "henceforth," "forsooth," and "verily."',
+            'Transform sentences to be elaborate and formal.',
+            'Maintain a delusional nobleman tone, addressing others as if they are of lower status.',
+            'Examples', ':', 'Input', ': "Hey, what\'s up?"', 'Output', ': "Greetings, fair compatriot! What news dost thou bring?"',
+            'Input', ': "Can you help me with this?"', 'Output', ': "Might I entreat thee to lend thine esteemed assistance in this matter?"',
+            'Input', ': "I don\'t like this."', 'Output', ': "I find this matter to be most displeasing and beneath my esteemed tastes."',
+            'Input', ': "You did a good job."', 'Output', ': "Thy efforts are commendable, and thou hast performed admirably."',
+            'Input', ': "See you later."', 'Output', ': "Until we meet again, may fortune smile upon thee."',
+            'Keep the original meaning, but make it sound like a nobleman from a fantasy world.'
+        ]
+    )
+    generation_config = {
+        'max_output_tokens': 3019,
+        'temperature': 1,
+        'top_p': 0.32,
+    }
+    safety_settings = {
+        generative_models.HarmCategory.HARM_CATEGORY_HATE_SPEECH: generative_models.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
+        generative_models.HarmCategory.HARM_CATEGORY_DANGEROUS_CONTENT: generative_models.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
+        generative_models.HarmCategory.HARM_CATEGORY_SEXUALLY_EXPLICIT: generative_models.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
+        generative_models.HarmCategory.HARM_CATEGORY_HARASSMENT: generative_models.HarmBlockThreshold.BLOCK_MEDIUM_AND_ABOVE,
+    }
+    responses = model.generate_content(
+        [text],
+        generation_config=generation_config,
+        safety_settings=safety_settings,
+        stream=True,
+    )
+
+    response_text = ""
+    for response in responses:
+        response_text += response.text
+
+    return response_text
+
+iface = gr.Interface(
+    fn=generate,
+    inputs=gr.inputs.Textbox(lines=2, placeholder="Enter text here..."),
+    outputs="text",
+    title="Chuunibyou Text Generator",
+    description="Transform text into an elaborate and formal style with a nobleman tone."
+)
+
+if __name__ == "__main__":
+    iface.launch()