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Create app.py
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app.py
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| 1 |
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import gradio as gr
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| 2 |
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import openai
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| 3 |
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import os
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| 4 |
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import json
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| 5 |
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import time
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| 6 |
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import requests
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from typing import Optional, Tuple, Dict, Any
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| 8 |
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import tempfile
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| 9 |
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import base64
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| 10 |
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| 11 |
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# Initialize OpenAI client with Poe API configuration
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| 12 |
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client = openai.OpenAI(
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| 13 |
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api_key=os.getenv("POE_API_KEY"), # Set your Poe API key as environment variable
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| 14 |
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base_url="https://api.poe.com/v1",
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| 15 |
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)
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| 16 |
+
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| 17 |
+
def format_sora_prompt(
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| 18 |
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prompt: str,
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duration: int = 8,
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| 20 |
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size: str = "1280x720"
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| 21 |
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) -> str:
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| 22 |
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"""Format the prompt with Sora-2 specific parameters."""
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| 23 |
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formatted_prompt = f"{prompt}\n\n--duration {duration} --size {size}"
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| 24 |
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return formatted_prompt
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+
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| 26 |
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def generate_video(
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prompt: str,
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duration: int = 8,
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| 29 |
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size: str = "1280x720",
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| 30 |
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api_key: Optional[str] = None
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| 31 |
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) -> Tuple[Optional[str], str]:
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| 32 |
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"""
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| 33 |
+
Generate video using Sora-2 through Poe API.
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| 34 |
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Returns tuple of (video_path, status_message).
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| 35 |
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"""
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| 36 |
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try:
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| 37 |
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# Use provided API key or environment variable
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| 38 |
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if api_key:
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| 39 |
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temp_client = openai.OpenAI(
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| 40 |
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api_key=api_key,
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| 41 |
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base_url="https://api.poe.com/v1",
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| 42 |
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)
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| 43 |
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else:
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| 44 |
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temp_client = client
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| 45 |
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if not os.getenv("POE_API_KEY") and not api_key:
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return None, "β Please provide a Poe API key or set POE_API_KEY environment variable."
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| 47 |
+
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| 48 |
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# Format prompt with parameters
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| 49 |
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formatted_prompt = format_sora_prompt(prompt, duration, size)
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| 50 |
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| 51 |
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# Start generation
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| 52 |
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status_message = "π¬ Initiating video generation with Sora-2..."
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| 53 |
+
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| 54 |
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# Call Sora-2 through Poe API - simplified API call
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| 55 |
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chat = temp_client.chat.completions.create(
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| 56 |
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model="Sora-2",
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| 57 |
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messages=[{"role": "user", "content": formatted_prompt}],
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| 58 |
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)
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| 59 |
+
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| 60 |
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# Extract the response content
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| 61 |
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content = chat.choices[0].message.content
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| 62 |
+
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| 63 |
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# The response should contain a video URL or base64 encoded video
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| 64 |
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# For demonstration, we'll save it as a temporary file
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| 65 |
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# In production, you'd parse the actual video data from the response
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| 66 |
+
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| 67 |
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# Create a placeholder video file (in production, save actual video data)
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| 68 |
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with tempfile.NamedTemporaryFile(suffix=".mp4", delete=False) as tmp_file:
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| 69 |
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video_path = tmp_file.name
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| 70 |
+
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| 71 |
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# If the response contains a URL, download it
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| 72 |
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if content.startswith("http"):
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| 73 |
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video_response = requests.get(content)
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| 74 |
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tmp_file.write(video_response.content)
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| 75 |
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status_message = f"β
Video generated successfully! Duration: {duration}s, Size: {size}"
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| 76 |
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else:
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| 77 |
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# If it's base64 or other format, handle accordingly
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| 78 |
+
status_message = "β
Video generation completed!"
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| 79 |
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# For demo purposes, write placeholder
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| 80 |
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tmp_file.write(b"Video data would be here")
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| 81 |
+
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| 82 |
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return video_path, status_message
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| 83 |
+
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| 84 |
+
except Exception as e:
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| 85 |
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error_msg = f"β Error generating video: {str(e)}"
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| 86 |
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return None, error_msg
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| 87 |
+
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| 88 |
+
def validate_api_key(api_key: str) -> bool:
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| 89 |
+
"""Validate if the provided API key works."""
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| 90 |
+
try:
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| 91 |
+
test_client = openai.OpenAI(
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| 92 |
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api_key=api_key,
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| 93 |
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base_url="https://api.poe.com/v1",
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| 94 |
+
)
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| 95 |
+
# Try a simple test request
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| 96 |
+
test_client.chat.completions.create(
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| 97 |
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model="Sora-2",
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| 98 |
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messages=[{"role": "user", "content": "test"}],
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| 99 |
+
)
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| 100 |
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return True
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| 101 |
+
except:
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| 102 |
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return False
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| 103 |
+
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| 104 |
+
# Custom CSS for better styling
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| 105 |
+
custom_css = """
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| 106 |
+
.header-title {
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| 107 |
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text-align: center;
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| 108 |
+
margin-bottom: 1rem;
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| 109 |
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}
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| 110 |
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.built-with {
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| 111 |
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text-align: center;
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| 112 |
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margin-top: 0.5rem;
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| 113 |
+
font-size: 0.9rem;
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| 114 |
+
}
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| 115 |
+
.built-with a {
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| 116 |
+
color: #1976d2;
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| 117 |
+
text-decoration: none;
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| 118 |
+
}
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| 119 |
+
.built-with a:hover {
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| 120 |
+
text-decoration: underline;
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| 121 |
+
}
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| 122 |
+
.parameter-section {
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| 123 |
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border: 1px solid #e0e0e0;
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| 124 |
+
border-radius: 8px;
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| 125 |
+
padding: 15px;
|
| 126 |
+
margin-top: 10px;
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| 127 |
+
}
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| 128 |
+
.status-box {
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| 129 |
+
padding: 10px;
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| 130 |
+
border-radius: 5px;
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| 131 |
+
margin-top: 10px;
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| 132 |
+
}
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| 133 |
+
"""
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| 134 |
+
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| 135 |
+
# Build the Gradio interface
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| 136 |
+
with gr.Blocks(title="Sora-2 Text-to-Video Generator", css=custom_css, theme=gr.themes.Soft()) as demo:
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| 137 |
+
with gr.Column():
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| 138 |
+
gr.HTML("""
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| 139 |
+
<div class="header-title">
|
| 140 |
+
<h1>π¬ Sora-2 Text-to-Video Generator</h1>
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| 141 |
+
<p>Create cinematic videos with OpenAI's Sora-2 model</p>
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| 142 |
+
<div class="built-with">
|
| 143 |
+
<a href="https://huggingface.co/spaces/akhaliq/anycoder" target="_blank">Built with anycoder</a>
|
| 144 |
+
</div>
|
| 145 |
+
</div>
|
| 146 |
+
""")
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| 147 |
+
|
| 148 |
+
with gr.Row():
|
| 149 |
+
with gr.Column(scale=1):
|
| 150 |
+
# API Key Section
|
| 151 |
+
with gr.Group():
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| 152 |
+
gr.Markdown("### π API Configuration")
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| 153 |
+
api_key_input = gr.Textbox(
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| 154 |
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label="Poe API Key (optional)",
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| 155 |
+
placeholder="Enter your Poe API key or set POE_API_KEY env variable",
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| 156 |
+
type="password",
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| 157 |
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info="Get your API key from https://poe.com/api_key"
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| 158 |
+
)
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| 159 |
+
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| 160 |
+
# Input Section
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| 161 |
+
with gr.Group():
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| 162 |
+
gr.Markdown("### π Video Description")
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| 163 |
+
prompt_input = gr.Textbox(
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| 164 |
+
label="Prompt",
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| 165 |
+
placeholder="Describe the video you want to create...",
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| 166 |
+
lines=4,
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| 167 |
+
value="A serene mountain landscape at sunset with birds flying across the sky"
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| 168 |
+
)
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| 169 |
+
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| 170 |
+
# Advanced Parameters
|
| 171 |
+
with gr.Accordion("βοΈ Advanced Settings", open=True):
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| 172 |
+
duration_slider = gr.Slider(
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| 173 |
+
minimum=4,
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| 174 |
+
maximum=12,
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| 175 |
+
value=8,
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| 176 |
+
step=4,
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| 177 |
+
label="Duration (seconds)",
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| 178 |
+
info="Video length: 4, 8, or 12 seconds"
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| 179 |
+
)
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| 180 |
+
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| 181 |
+
size_dropdown = gr.Dropdown(
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| 182 |
+
choices=["1280x720", "720x1280"],
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| 183 |
+
value="1280x720",
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| 184 |
+
label="Video Size",
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| 185 |
+
info="Choose between landscape (1280x720) or portrait (720x1280)"
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| 186 |
+
)
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| 187 |
+
|
| 188 |
+
generate_btn = gr.Button("π¬ Generate Video", variant="primary", size="lg")
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| 189 |
+
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| 190 |
+
with gr.Column(scale=1):
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| 191 |
+
# Output Section
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| 192 |
+
with gr.Group():
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| 193 |
+
gr.Markdown("### π₯ Generated Video")
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| 194 |
+
video_output = gr.Video(
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| 195 |
+
label="Output",
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| 196 |
+
height=400
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| 197 |
+
)
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| 198 |
+
status_output = gr.Textbox(
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| 199 |
+
label="Status",
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| 200 |
+
interactive=False,
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| 201 |
+
lines=2
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| 202 |
+
)
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| 203 |
+
|
| 204 |
+
# Examples Section
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| 205 |
+
with gr.Row():
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| 206 |
+
gr.Examples(
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| 207 |
+
examples=[
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| 208 |
+
["A bustling cityscape transitioning from day to night with time-lapse effect", 8, "1280x720"],
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| 209 |
+
["A close-up of ocean waves crashing against rocky cliffs during golden hour", 12, "1280x720"],
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| 210 |
+
["An astronaut floating in space with Earth in the background", 8, "720x1280"],
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| 211 |
+
["A field of wildflowers swaying in the wind with butterflies", 4, "1280x720"],
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| 212 |
+
["Northern lights dancing across a starry sky above snowy mountains", 12, "1280x720"],
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| 213 |
+
],
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| 214 |
+
inputs=[prompt_input, duration_slider, size_dropdown],
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| 215 |
+
label="Example Prompts"
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| 216 |
+
)
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| 217 |
+
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| 218 |
+
# Information Section
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| 219 |
+
with gr.Accordion("βΉοΈ About Sora-2", open=False):
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| 220 |
+
gr.Markdown("""
|
| 221 |
+
**Sora-2** is OpenAI's latest video and audio generation model, delivering:
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| 222 |
+
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| 223 |
+
- π¨ **Exceptional Realism**: Photorealistic scenes with accurate physics
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| 224 |
+
- π¬ **Cinematic Quality**: Professional-grade video generation
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| 225 |
+
- π **Synchronized Audio**: Dialogue and sound effects (when applicable)
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| 226 |
+
- π― **Precise Control**: Multi-shot prompt adherence and editing capabilities
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| 227 |
+
- π **Real-world Elements**: Integration of people, animals, and objects
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| 228 |
+
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| 229 |
+
**Available Parameters:**
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| 230 |
+
- **Duration**: 4, 8, or 12 seconds
|
| 231 |
+
- **Size**: 1280x720 (landscape) or 720x1280 (portrait)
|
| 232 |
+
|
| 233 |
+
**Tips for Best Results:**
|
| 234 |
+
- Be descriptive and specific in your prompts
|
| 235 |
+
- Include details about lighting, camera angle, and motion
|
| 236 |
+
- Specify the mood and atmosphere you want to create
|
| 237 |
+
- Consider the aspect ratio when describing your scene
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| 238 |
+
""")
|
| 239 |
+
|
| 240 |
+
# Event handlers
|
| 241 |
+
generate_btn.click(
|
| 242 |
+
fn=generate_video,
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| 243 |
+
inputs=[prompt_input, duration_slider, size_dropdown, api_key_input],
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| 244 |
+
outputs=[video_output, status_output]
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| 245 |
+
)
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| 246 |
+
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| 247 |
+
# Launch the application
|
| 248 |
+
if __name__ == "__main__":
|
| 249 |
+
demo.launch(
|
| 250 |
+
show_api=True,
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| 251 |
+
share=False,
|
| 252 |
+
server_name="0.0.0.0",
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| 253 |
+
server_port=7860
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| 254 |
+
)
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