def generate_detailed_blog(num_blogs, blog_keywords, niche, num_subtopics, wordpress=False, research_online=False, output_format="HTML"): """ This function will take a blog Topic to first generate sections for it and then generate content for each section. """ # Use to store the blog in a string, to save in a *.md file. blog_markdown_str = "" # TBD: Check if the generated topics are equal to what user asked. blog_topic_arr = generate_blog_topics(blog_keywords, num_blogs, niche) logger.info(f"Generated Blog Topics:---- \n{blog_topic_arr}\n") # Split the string at newlines blog_topic_arr = blog_topic_arr.split('\n') # For each of blog topic, generate content. for a_blog_topic in blog_topic_arr: # if md/html a_blog_topic = a_blog_topic.replace('"', '') a_blog_topic = re.sub(r'^[\d.\s]+', '', a_blog_topic) blog_markdown_str = "# " + a_blog_topic + "\n\n" # Get the introduction specific to blog title and sub topics. tpc_outlines = generate_topic_outline(a_blog_topic, num_subtopics) tpc_outlines = tpc_outlines.split("\n") blog_intro = get_blog_intro(a_blog_topic, tpc_outlines) logger.info(f"The intro is:\n{blog_intro}") blog_markdown_str = blog_markdown_str + "### Introduction" + "\n\n" + f"{blog_intro}" + "\n\n" # Now, for each blog we have sub topic. Generate content for each of the sub topic. for a_outline in tpc_outlines: a_outline = a_outline.replace('"', '') logger.info(f"Generating content for sub-topic: {a_outline}") sub_topic_content = generate_topic_content(blog_keywords, a_outline) # a_outline is sub topic heading, hence part ToC also. #blog_markdown_str = blog_markdown_str + "\n\n" + f"### {a_outline}" + "\n\n" blog_markdown_str = blog_markdown_str + "\n" + f"\n {sub_topic_content}" + "\n\n" # Get the Conclusion of the blog, by passing the generated blog. blog_conclusion = get_blog_conclusion(blog_markdown_str) blog_markdown_str = blog_markdown_str + "### Conclusion" + "\n" + f"{blog_conclusion}" + "\n" # logger.info/check the final blog content. logger.info(f"Final blog content: {blog_markdown_str}") #if research_online: # # Call on the got-researcher, tavily apis for this. So many apis floating around. # report = do_online_research_on(blog_keywords) # blog_markdown_str = blog_with_research(report, blog_markdown_str) blog_meta_desc = generate_blog_description(blog_markdown_str) logger.info(f"\nThe blog meta description is:{blog_meta_desc}\n") # Generate an image based on meta description logger.info(f"Calling Image generation with prompt: {blog_meta_desc}") main_img_path = generate_image(blog_meta_desc, image_dir, "dalle3") blog_tags = get_blog_tags(blog_markdown_str) logger.info(f"\nBlog tags for generated content: {blog_tags}\n") blog_categories = get_blog_categories(blog_markdown_str) logger.info(f"Generated blog categories: {blog_categories}\n") # Use chatgpt to convert the text into HTML or markdown. if 'html' in output_format: blog_markdown_str = convert_markdown_to_html(blog_markdown_str) # Check if blog needs to be posted on wordpress. if wordpress: # Fixme: Fetch all tags and categories to check, if present ones are present and # use them else create new ones. Its better to use chatgpt than string comparison. # Similar tags and categories will be missed. # blog_categories = # blog_tags = logger.info("Uploading the blog to wordpress.\n") main_img_path = compress_image(main_img_path, quality=85) try: img_details = analyze_and_extract_details_from_image(main_img_path) alt_text = img_details.get('alt_text') img_description = img_details.get('description') img_title = img_details.get('title') caption = img_details.get('caption') try: media = upload_media(wordpress_url, wordpress_username, wordpress_password, main_img_path, alt_text, img_description, img_title, caption) except Exception as err: sys.exit(f"Error occurred in upload_media: {err}") except Exception as e: sys.exit(f"Error occurred in analyze_and_extract_details_from_image: {e}") # Then create the post with the uploaded media as the featured image media_id = media['id'] blog_markdown_str = convert_markdown_to_html(blog_markdown_str) try: upload_blog_post(wordpress_url, wordpress_username, wordpress_password, a_blog_topic, blog_markdown_str, media_id, blog_meta_desc, blog_categories, blog_tags, status='publish') except Exception as err: sys.exit(f"Failed to upload blog to wordpress.Error: {err}") # TBD: Save the blog content as a .md file. Markdown or HTML ? save_blog_to_file(blog_markdown_str, a_blog_topic, blog_meta_desc, blog_tags, blog_categories, main_img_path) # Now, we need perform some *basic checks on the blog content, such as: # is_content_ai_generated.py, plagiarism_checker_from_known_sources.py # seo_analyzer.py . These are present in the lib folder. # prompt: Rewrite, improve and paraphrase [text] and use headings and subheadings # to break up the content and make it easier to read using the keyword [keyword].