import os import time import sys from pytube import YouTube import tempfile import openai from html2image import Html2Image from tqdm import tqdm, trange from loguru import logger logger.remove() logger.add(sys.stdout, colorize=True, format="{level}|{file}:{line}:{function}| {message}" ) from .gpt_providers.openai_gpt_provider import openai_chatgpt, openai_chatgpt_streaming_text, speech_to_text def youtube_to_blog(video_url): """Function to transcribe a given youtube url """ # fixme: Doesnt work all types of yt urls. vid_id = video_url.split("=")[1] hti = Html2Image(output_path="../blog_images") hti.screenshot(url=video_url, save_as=f"yt-img-{vid_id}.png") yt_img_path = os.path.join("../blog_images", f"yt-img-{vid_id}.png") try: audio_text = speech_to_text(video_url) audio_blog_content = summarize_youtube_video(audio_text) return(yt_img_path, audio_blog_content) except Exception as e: logger.error(f"Error: Failed to transcribe YouTube video_url: {video_url} with error: {e}") def summarize_youtube_video(user_content): """Generates a summary of a YouTube video using OpenAI GPT-3 and displays a progress bar. Args: video_link: The URL of the YouTube video to summarize. Returns: A string containing the summary of the video. """ prompt = f""" You are an expert copywriter specializing in content optimization for SEO. Your task is to transform a given transcript into a well-structured and engaging blog article. Your objectives include: 1. Master the Transcript: Understand main ideas, key points, and the core message. 2. Sentence Structure: Rephrase while preserving logical flow and coherence. Dont quote anyone from video. 3. Identify Main Keywords: Determine the primary video topic. 4. Keyword Integration: Naturally integrate keywords in headings, subheadings, and body text, avoiding overuse. 5. Write Unique Content: Avoid direct copying; rewrite in your own words. REMEMBER to avoid direct quoting and maintain uniqueness. 6. Optimize for SEO: Implement meta tags, header tags, and appropriate keyword density. 7. Craft Engaging and Informative Article: Provide value and insight to readers. 8. Proofread: Check for grammar, spelling, and punctuation errors. 9. Use Creative and Human-like Style: Incorporate contractions, idioms, transitional phrases, interjections, and colloquialisms. Avoid repetitive phrases and unnatural sentence structures. 10. Structuring: Include a Creative Title, SEO Meta-description, ## Introduction ##, bullet points or numbered lists if appropriate, FAQs, and Conclusion. 11. Ensure Uniqueness: Guarantee the article is plagiarism-free. 12. Punctuation: Use appropriate question marks at the end of questions. 13. Pass AI Detection Tools: Create content that easily passes AI plagiarism detection tools. 14. Rephrase words like 'video, youtube, channel' with 'article, blog' and such suitable words. Follow the above guidelines to create a well-optimized, unique, and informative article that will rank well in search engine results and engage readers effectively. Craft a blog content from the following transcript:\n{user_content} """ #completion_text = openai_chatgpt_streaming_text(prompt) completion_text = openai_chatgpt(prompt) return completion_text