Pushing code to huggingface spaces
Browse files- README.md +69 -0
- app.py +287 -0
- requirements.txt +3 -0
README.md
CHANGED
@@ -11,3 +11,72 @@ short_description: 'An automated tool that creates engaging physics educational
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: Physics Video Generator
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emoji: 🎬
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colorFrom: blue
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colorTo: purple
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sdk: gradio
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sdk_version: 4.44.0
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app_file: app.py
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pinned: false
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license: mit
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python_version: 3.11
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---
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# Physics Chapter Video Generator 🎬
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An automated tool that creates engaging physics educational videos by combining title cards with relevant YouTube content.
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## Features
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- 📝 **Smart Topic Extraction**: Supports numbered lists, markdown headers, and plain text
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- 🎨 **Dynamic Title Cards**: Auto-generated cards with proper text wrapping
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- 🔍 **Intelligent Video Search**: Finds relevant physics videos for each topic
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- 🎬 **Seamless Concatenation**: Combines everything into one cohesive video
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- ⚡ **Optimized for Spaces**: Fast processing with resource-conscious settings
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## How to Use
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1. Enter your physics chapter topics (one per line)
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2. Click "Generate Physics Video"
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3. Wait 2-5 minutes for processing
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4. Download your custom physics video!
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## Input Formats Supported
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```
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1. Newton's Laws of Motion
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2. Force and Acceleration
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3. Energy Conservation
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```
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```
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# Kinematics
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# Dynamics
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# Thermodynamics
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```
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```
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WAVE MOTION
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SOUND WAVES
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ELECTROMAGNETIC WAVES
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```
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## Technical Details
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- Built with Gradio for easy web interface
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- Uses FFmpeg for video processing
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- yt-dlp for YouTube video downloading
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- Optimized encoding settings for web deployment
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- Resource limits: 8 topics max, 30s per video clip
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## Limitations
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- Processing time depends on video availability
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- Quality optimized for fast generation
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- Limited to publicly available YouTube content
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- Designed for educational use
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app.py
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@@ -0,0 +1,287 @@
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#!/usr/bin/env python3
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"""
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Fast Physics-Chapter Visual Explainer for Hugging Face Spaces
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• Downloads best audio+video for each topic
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• Generates title cards with FFmpeg drawtext (+ silent audio)
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• Concatenates everything in a single FFmpeg pass
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• Optimized for HF Spaces with Gradio interface
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"""
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import re, shutil, subprocess, textwrap, os, tempfile
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from pathlib import Path
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from typing import List, Optional
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import gradio as gr
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# ---------------- CONFIG ----------------
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TITLE_DUR = 3 # seconds
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SIZE = "1280x720" # resolution for cards
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FPS = 30
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CRF = 28 # Higher CRF for smaller files in HF Spaces
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PRESET = "ultrafast" # Fastest encoding for HF Spaces
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YT_MAX_RESULTS = 2 # Reduced for faster processing
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MAX_VIDEO_LENGTH = 30 # Max seconds per video clip
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MAX_TOPICS = 8 # Limit topics for HF Spaces resources
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# ----------------------------------------
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# ---------- helpers ----------
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def run_cmd(cmd: list[str], timeout: int = 120) -> bool:
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"""Run command with timeout and proper error handling"""
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try:
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result = subprocess.run(
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cmd,
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check=True,
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timeout=timeout,
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capture_output=True,
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text=True
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)
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return True
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except (subprocess.CalledProcessError, subprocess.TimeoutExpired) as e:
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print(f"Command failed: {' '.join(cmd[:3])}... - {str(e)}")
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return False
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def yt_urls(query: str, max_results: int) -> List[str]:
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"""Get YouTube URLs for search query"""
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try:
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from youtube_search import YoutubeSearch
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results = YoutubeSearch(query, max_results=max_results).to_dict()
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return ["https://www.youtube.com" + r["url_suffix"] for r in results]
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except Exception as e:
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print(f"YouTube search failed: {e}")
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return []
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def safe_filename(name: str) -> str:
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"""Create safe filename"""
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return re.sub(r"[^\w\-\.]", "_", name)[:50] # Limit length
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def dl_video(url: str, out: Path) -> bool:
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"""Download video with length limit"""
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out.parent.mkdir(exist_ok=True)
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cmd = [
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"yt-dlp",
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"-f", "worst[height<=480]/worst", # Lower quality for HF Spaces
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"--merge-output-format", "mp4",
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"-o", str(out),
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"--max-duration", str(MAX_VIDEO_LENGTH),
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"--no-playlist",
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url,
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]
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return run_cmd(cmd, timeout=60)
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def make_card(text: str, out: Path, dur: int = TITLE_DUR) -> bool:
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"""Create title card with text"""
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# Wrap text for better display
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wrapped = "\\n".join(textwrap.wrap(text, width=25))
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cmd = [
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"ffmpeg",
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"-loglevel", "error",
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"-f", "lavfi", "-i", f"color=c=navy:s={SIZE}:d={dur}",
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"-f", "lavfi", "-i", "anullsrc=r=44100:cl=stereo",
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"-vf", (
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f"drawtext=text='{wrapped}':fontcolor=white:fontsize=60:"
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"x=(w-text_w)/2:y=(h-text_h)/2:fontfile=/usr/share/fonts/truetype/dejavu/DejaVuSans-Bold.ttf"
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),
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"-shortest", "-r", str(FPS),
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"-c:v", "libx264", "-preset", PRESET, "-crf", str(CRF),
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"-c:a", "aac", "-b:a", "96k",
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"-movflags", "+faststart",
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"-y", str(out),
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]
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return run_cmd(cmd)
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def extract_topics(text: str) -> List[str]:
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"""Extract topics from input text"""
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topics = []
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for line in text.splitlines():
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line = line.strip()
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if not line or len(topics) >= MAX_TOPICS:
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continue
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# Match numbered lists
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if re.match(r"^\d+[\.)]\s+.+", line):
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topic = re.sub(r"^\d+[\.)]\s*", "", line)
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topics.append(topic)
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# Match markdown headers
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elif re.match(r"^#+\s+.+", line):
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topic = re.sub(r"^#+\s*", "", line)
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topics.append(topic)
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# Match all caps titles
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elif line.isupper() and 3 <= len(line) <= 50:
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topics.append(line.title())
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# Match regular lines as topics
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elif len(line) > 3 and not line.startswith(('http', 'www')):
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topics.append(line)
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return topics[:MAX_TOPICS]
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def create_physics_video(chapter_text: str, progress=gr.Progress()) -> Optional[str]:
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"""Main function to create physics video"""
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if not chapter_text.strip():
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return None
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progress(0, desc="Extracting topics...")
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topics = extract_topics(chapter_text)
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if not topics:
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return None
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# Create temporary directory
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with tempfile.TemporaryDirectory() as temp_dir:
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temp_path = Path(temp_dir)
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concat_paths: List[Path] = []
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total_steps = len(topics) * 2 + 3 # topics * (card + video) + opening + closing + concat
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current_step = 0
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# Opening card
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progress(current_step/total_steps, desc="Creating opening card...")
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opening = temp_path / "00_opening.mp4"
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if make_card("Physics Chapter Overview", opening):
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concat_paths.append(opening)
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current_step += 1
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# Process each topic
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for idx, topic in enumerate(topics, 1):
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# Create title card
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progress(current_step/total_steps, desc=f"Creating card for: {topic[:30]}...")
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card = temp_path / f"title_{idx:02d}.mp4"
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if make_card(topic, card):
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concat_paths.append(card)
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current_step += 1
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# Try to download video
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progress(current_step/total_steps, desc=f"Searching video for: {topic[:30]}...")
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video_found = False
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for url in yt_urls(f"{topic} physics explanation", YT_MAX_RESULTS):
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157 |
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vid_id_match = re.search(r"(?:v=|be/|shorts/)([\w\-]{11})", url)
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158 |
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if not vid_id_match:
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continue
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160 |
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vid_path = temp_path / f"{safe_filename(vid_id_match.group(1))}.mp4"
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if dl_video(url, vid_path):
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concat_paths.append(vid_path)
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video_found = True
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break
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166 |
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167 |
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if not video_found:
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168 |
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# Create a placeholder card if no video found
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169 |
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placeholder = temp_path / f"placeholder_{idx:02d}.mp4"
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170 |
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if make_card(f"Exploring: {topic}", placeholder, dur=5):
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171 |
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concat_paths.append(placeholder)
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172 |
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current_step += 1
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174 |
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# Closing card
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progress(current_step/total_steps, desc="Creating closing card...")
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177 |
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closing = temp_path / "zz_closing.mp4"
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178 |
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if make_card("Thank you for learning!", closing):
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179 |
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concat_paths.append(closing)
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180 |
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current_step += 1
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181 |
+
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182 |
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if len(concat_paths) < 2:
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183 |
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return None
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184 |
+
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185 |
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# Create concat file
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186 |
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list_file = temp_path / "list.txt"
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187 |
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list_file.write_text(
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188 |
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"".join(f"file '{p.absolute()}'\n" for p in concat_paths),
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189 |
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encoding="utf-8"
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190 |
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)
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191 |
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192 |
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# Final output path
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193 |
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output_path = "physics_chapter_video.mp4"
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194 |
+
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195 |
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# Concatenate videos
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196 |
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progress(current_step/total_steps, desc="Creating final video...")
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197 |
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cmd = [
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198 |
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"ffmpeg",
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199 |
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"-loglevel", "error",
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200 |
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"-f", "concat", "-safe", "0", "-i", str(list_file),
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201 |
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"-c:v", "libx264", "-preset", PRESET, "-crf", str(CRF),
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202 |
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"-c:a", "aac", "-b:a", "128k",
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203 |
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"-movflags", "+faststart",
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"-y", output_path,
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]
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206 |
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207 |
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if run_cmd(cmd, timeout=300):
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208 |
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return output_path
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209 |
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210 |
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return None
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211 |
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212 |
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# Gradio Interface
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213 |
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def create_interface():
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214 |
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"""Create Gradio interface"""
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215 |
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with gr.Blocks(title="Physics Video Generator", theme=gr.themes.Soft()) as app:
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216 |
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gr.Markdown("""
|
217 |
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# 🎬 Physics Chapter Video Generator
|
218 |
+
|
219 |
+
Create engaging physics videos by entering chapter topics! The app will:
|
220 |
+
- Generate title cards for each topic
|
221 |
+
- Search for relevant physics videos
|
222 |
+
- Combine everything into one cohesive video
|
223 |
+
|
224 |
+
**Input Format:** Enter topics one per line, or use numbered lists, or markdown headers.
|
225 |
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""")
|
226 |
+
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227 |
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with gr.Row():
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228 |
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with gr.Column():
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229 |
+
chapter_input = gr.Textbox(
|
230 |
+
label="Chapter Topics",
|
231 |
+
placeholder="""Enter topics like:
|
232 |
+
1. Newton's Laws of Motion
|
233 |
+
2. Force and Acceleration
|
234 |
+
3. Momentum and Impulse
|
235 |
+
4. Energy Conservation
|
236 |
+
5. Circular Motion
|
237 |
+
|
238 |
+
Or:
|
239 |
+
# Kinematics
|
240 |
+
# Dynamics
|
241 |
+
# Thermodynamics""",
|
242 |
+
lines=10,
|
243 |
+
max_lines=15
|
244 |
+
)
|
245 |
+
|
246 |
+
generate_btn = gr.Button("🎬 Generate Physics Video", variant="primary", size="lg")
|
247 |
+
|
248 |
+
with gr.Column():
|
249 |
+
video_output = gr.Video(label="Generated Video")
|
250 |
+
|
251 |
+
gr.Markdown("""
|
252 |
+
### ⚠️ Note:
|
253 |
+
- Processing may take 2-5 minutes depending on topic count
|
254 |
+
- Videos are optimized for fast generation
|
255 |
+
- Maximum 8 topics per video
|
256 |
+
- Each video clip is limited to 30 seconds
|
257 |
+
""")
|
258 |
+
|
259 |
+
generate_btn.click(
|
260 |
+
fn=create_physics_video,
|
261 |
+
inputs=[chapter_input],
|
262 |
+
outputs=[video_output],
|
263 |
+
show_progress=True
|
264 |
+
)
|
265 |
+
|
266 |
+
# Examples
|
267 |
+
gr.Examples(
|
268 |
+
examples=[
|
269 |
+
["1. Newton's First Law\n2. Newton's Second Law\n3. Newton's Third Law\n4. Applications of Newton's Laws"],
|
270 |
+
["# Wave Motion\n# Sound Waves\n# Light Waves\n# Electromagnetic Spectrum"],
|
271 |
+
["THERMODYNAMICS\nHEAT TRANSFER\nENTROPY\nCARNOT CYCLE"],
|
272 |
+
["Quantum Mechanics Basics\nWave-Particle Duality\nHeisenberg Uncertainty Principle\nQuantum Tunneling"]
|
273 |
+
],
|
274 |
+
inputs=[chapter_input],
|
275 |
+
label="Example Topics"
|
276 |
+
)
|
277 |
+
|
278 |
+
return app
|
279 |
+
|
280 |
+
if __name__ == "__main__":
|
281 |
+
app = create_interface()
|
282 |
+
app.queue(max_size=3) # Limit concurrent users for HF Spaces
|
283 |
+
app.launch(
|
284 |
+
share=False,
|
285 |
+
server_name="0.0.0.0",
|
286 |
+
server_port=7860
|
287 |
+
)
|
requirements.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
gradio>=4.0.0
|
2 |
+
youtube-search-python>=1.6.6
|
3 |
+
yt-dlp>=2023.12.30
|