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Update app.py
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app.py
CHANGED
@@ -4,64 +4,25 @@ import gradio as gr
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from groq import Groq
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from moviepy.editor import VideoFileClip, TextClip, CompositeVideoClip
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import numpy as np
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from PIL import Image
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import subprocess
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# Ensure ImageMagick is installed
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def install_imagemagick():
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if not os.path.exists('/usr/bin/convert'):
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subprocess.run(['
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subprocess.run(['
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install_imagemagick
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# Initialize client with API key
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client = Groq(
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api_key=os.getenv("Groq_Api_Key")
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)
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if client.api_key is None:
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raise EnvironmentError("Groq_Api_Key environment variable is not set.")
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# Helper to create messages from history
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def create_history_messages(history):
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history_messages = [{"role": "user", "content": m[0]} for m in history]
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history_messages.extend([{"role": "assistant", "content": m[1]} for m in history])
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return history_messages
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# Generate response function
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def generate_response(prompt, history, model, temperature, max_tokens, top_p, seed):
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messages = create_history_messages(history)
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messages.append({"role": "user", "content": prompt})
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if seed == 0:
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seed = random.randint(1, 100000)
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stream = client.chat.completions.create(
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messages=messages,
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model=model,
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temperature=temperature,
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max_tokens=max_tokens,
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top_p=top_p,
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seed=seed,
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stop=None,
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stream=True,
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)
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response = ""
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for chunk in stream:
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delta_content = chunk.choices[0].delta.content
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if delta_content is not None:
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response += delta_content
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yield response
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# Adjusting MoviePy's resize function to use Image.LANCZOS directly
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def process_video(text):
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video_folder = "videos"
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video_files = [os.path.join(video_folder, f) for f in os.listdir(video_folder) if f.endswith(('mp4', 'mov', 'avi', 'mkv'))]
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@@ -72,22 +33,21 @@ def process_video(text):
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video = VideoFileClip(selected_video)
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start_time = random.uniform(0, max(0, video.duration - 60))
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video = video.subclip(start_time, min(start_time + 60, video.duration))
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# Manually resize using PIL to avoid the issue
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def resize_image(image, new_size):
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pil_image = Image.fromarray(image)
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resized_pil = pil_image.resize(new_size[::-1], Image.LANCZOS)
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return np.array(resized_pil)
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new_size = (1080, int(video.h * (1080 / video.w)))
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video = video.fl_image(lambda image: resize_image(image, new_size))
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video = video.crop(x1=video.w // 2 - 540, x2=video.w // 2 + 540)
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text_lines = text.split()
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text = "\n".join([" ".join(text_lines[i:i+8]) for i in range(0, len(text_lines), 8)])
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text_clip =
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final = CompositeVideoClip([video, text_clip])
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from groq import Groq
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from moviepy.editor import VideoFileClip, TextClip, CompositeVideoClip
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import numpy as np
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from PIL import Image, ImageDraw, ImageFont
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import subprocess
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# Ensure ImageMagick is installed
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def install_imagemagick():
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if not os.path.exists('/usr/bin/convert'):
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subprocess.run(['apt-get', 'update'])
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subprocess.run(['apt-get', 'install', '-y', 'imagemagick'])
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install_imagemagick()
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def create_text_clip(text, fontsize, color, size):
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img = Image.new('RGB', size, color='black')
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draw = ImageDraw.Draw(img)
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font = ImageFont.truetype("arial.ttf", fontsize)
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w, h = draw.textsize(text, font=font)
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draw.text(((size[0] - w) / 2, (size[1] - h) / 2), text, font=font, fill=color)
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return np.array(img)
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def process_video(text):
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video_folder = "videos"
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video_files = [os.path.join(video_folder, f) for f in os.listdir(video_folder) if f.endswith(('mp4', 'mov', 'avi', 'mkv'))]
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video = VideoFileClip(selected_video)
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start_time = random.uniform(0, max(0, video.duration - 60))
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video = video.subclip(start_time, min(start_time + 60, video.duration))
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def resize_image(image, new_size):
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pil_image = Image.fromarray(image)
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resized_pil = pil_image.resize(new_size[::-1], Image.LANCZOS)
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return np.array(resized_pil)
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new_size = (1080, int(video.h * (1080 / video.w)))
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video = video.fl_image(lambda image: resize_image(image, new_size))
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video = video.crop(x1=video.w // 2 - 540, x2=video.w // 2 + 540)
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text_lines = text.split()
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text = "\n".join([" ".join(text_lines[i:i+8]) for i in range(0, len(text_lines), 8)])
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text_img = create_text_clip(text, fontsize=70, color='white', size=video.size)
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text_clip = TextClip(img=text_img, size=video.size, duration=video.duration)
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final = CompositeVideoClip([video, text_clip])
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