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Update app.py
Browse files
app.py
CHANGED
@@ -8,7 +8,8 @@ from bs4 import BeautifulSoup
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import tempfile
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import os
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import requests
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from
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# CPU-friendly summarization model
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summary_pipe = pipeline("text2text-generation", model="google/flan-t5-base", device=-1)
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@@ -36,6 +37,30 @@ def extract_main_content(url):
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except Exception as e:
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return f"Error extracting article content: {str(e)}"
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def url_to_av_summary(url):
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try:
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article_text = extract_main_content(url)
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@@ -44,18 +69,15 @@ def url_to_av_summary(url):
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summary = summary_chain.run(text=article_text)
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# Generate speech using gTTS
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tts = gTTS(text=summary)
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audio_path = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3").name
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tts.save(audio_path)
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video_clip = TextClip(summary, fontsize=32, color='white', bg_color='black', size=(1280, 720), method='caption')
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video_clip = video_clip.set_duration(AudioFileClip(audio_path).duration)
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video_clip = video_clip.set_audio(AudioFileClip(audio_path))
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video_path = tempfile.NamedTemporaryFile(delete=False, suffix=".mp4").name
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return summary, video_path
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@@ -69,8 +91,8 @@ iface = gr.Interface(
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gr.Textbox(label="Summary"),
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gr.Video(label="Video Summary")
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],
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title="URL to AV Summary Agent",
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description="Summarizes only article content from a URL and creates a narrated video
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)
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if __name__ == "__main__":
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import tempfile
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import os
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import requests
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from PIL import Image, ImageDraw, ImageFont
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import subprocess
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# CPU-friendly summarization model
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summary_pipe = pipeline("text2text-generation", model="google/flan-t5-base", device=-1)
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except Exception as e:
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return f"Error extracting article content: {str(e)}"
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def create_text_image(summary_text, image_path):
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img = Image.new("RGB", (1280, 720), color=(0, 0, 0))
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draw = ImageDraw.Draw(img)
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font = ImageFont.load_default()
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wrapped = summary_text[:1024] + ('...' if len(summary_text) > 1024 else '')
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draw.text((50, 50), wrapped, fill=(255, 255, 255), font=font)
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img.save(image_path)
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def generate_video(image_path, audio_path, output_path):
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cmd = [
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"ffmpeg", "-y",
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"-loop", "1",
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"-i", image_path,
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"-i", audio_path,
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"-c:v", "libx264",
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"-tune", "stillimage",
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"-c:a", "aac",
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"-b:a", "192k",
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"-pix_fmt", "yuv420p",
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"-shortest",
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output_path
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]
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subprocess.run(cmd, stdout=subprocess.DEVNULL, stderr=subprocess.DEVNULL)
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def url_to_av_summary(url):
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try:
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article_text = extract_main_content(url)
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summary = summary_chain.run(text=article_text)
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tts = gTTS(text=summary)
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audio_path = tempfile.NamedTemporaryFile(delete=False, suffix=".mp3").name
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tts.save(audio_path)
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image_path = tempfile.NamedTemporaryFile(delete=False, suffix=".png").name
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video_path = tempfile.NamedTemporaryFile(delete=False, suffix=".mp4").name
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create_text_image(summary, image_path)
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generate_video(image_path, audio_path, video_path)
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return summary, video_path
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gr.Textbox(label="Summary"),
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gr.Video(label="Video Summary")
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],
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title="URL to AV Summary Agent (No MoviePy)",
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description="Summarizes only article content from a URL and creates a narrated video using ffmpeg + PIL."
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)
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if __name__ == "__main__":
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