Added Master app.py with Shri Ram Nag branding

app.py

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+
+import torch
+from diffusers import LTXVideoPipeline
+from diffusers.utils import export_to_video
+
+# --------------------------------------------------
+# Project: Shiv AI Video Generator
+# Owner: Shri Ram Nag
+# Model: Based on LTX-Video Engine (Turbo Speed)
+# --------------------------------------------------
+
+def run_shiv_ai(prompt, negative_prompt="", num_frames=24):
+    device = "cuda" if torch.cuda.is_available() else "cpu"
+
+    print(f"--- Shiv AI: Generating Video for Shri Ram Nag ---")
+
+    # मॉडल लोड करना (हगिंग फेस से)
+    pipe = LTXVideoPipeline.from_pretrained(
+            "Shriramnag/Shiv-AI-Video-Generator",
+                    torch_dtype=torch.float16
+                        ).to(device)
+
+    # टर्बो स्पीड के लिए मेमोरी ऑप्टिमाइजेशन
+    pipe.enable_model_cpu_offload()
+
+    # वीडियो जनरेट करना
+    video_frames = pipe(
+            prompt=prompt,
+                    negative_prompt=negative_prompt,
+                            num_frames=num_frames,
+                                    decode_chunk_size=8,
+                                        ).frames[0]
+
+    output_video = "shiv_ai_output.mp4"
+    export_to_video(video_frames, output_video, fps=8)
+    print(f"Video saved as {output_video}")
+    return output_video
+
+if __name__ == "__main__":
+    user_prompt = "A majestic cinematic shot of an Indian temple at sunrise, high quality"
+    run_shiv_ai(user_prompt)