Content Calendar, Content Gap Analysis, and Content Optimization
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ajaysi
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"""Content title generator module."""
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import os
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import json
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import streamlit as st
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@@ -6,70 +8,106 @@ from tenacity import (
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stop_after_attempt,
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wait_random_exponential,
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)
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from ..gpt_providers.text_generation.main_text_generation import llm_text_gen
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from loguru import logger
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from typing import Dict, Any, List, Optional
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import asyncio
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import sys
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from lib.gpt_providers.text_generation.main_text_generation import llm_text_gen
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from lib.utils.website_analyzer.analyzer import WebsiteAnalyzer
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def ai_title_generator():
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""" UI for the AI Blog Title Generator """
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st.title("✍️ Alwrity - AI Blog Title Generator")
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# Configure logger
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logger.remove() # Remove default handler
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logger.add(
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"logs/content_title_generator.log",
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rotation="50 MB",
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retention="10 days",
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level="DEBUG",
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format="{time:YYYY-MM-DD HH:mm:ss} | {level} | {message}"
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)
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logger.add(
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sys.stdout,
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level="INFO",
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format="<green>{time:YYYY-MM-DD HH:mm:ss}</green> | <level>{level: <8}</level> | <cyan>{message}</cyan>"
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)
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# Input section
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with st.expander("**PRO-TIP** - Follow the steps below for best results.", expanded=True):
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col1, col2 = st.columns([5, 5])
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with col1:
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input_blog_keywords = st.text_input(
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'**🔑 Enter main keywords of your blog!**',
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placeholder="e.g., AI tools, digital marketing, SEO",
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help="Use 2-3 words that best describe the main topic of your blog."
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)
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input_blog_content = st.text_area(
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'**📄 Copy/Paste your entire blog content.** (Optional)',
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placeholder="e.g., Content about the importance of AI in digital marketing...",
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help="Paste your full blog content here for more accurate title suggestions. This is optional."
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)
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with col2:
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input_title_type = st.selectbox(
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'📝 Blog Type',
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('General', 'How-to Guides', 'Tutorials', 'Listicles', 'Newsworthy Posts', 'FAQs', 'Checklists/Cheat Sheets'),
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index=0
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)
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input_title_intent = st.selectbox(
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'🔍 Search Intent',
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('Informational Intent', 'Commercial Intent', 'Transactional Intent', 'Navigational Intent'),
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index=0
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)
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language_options = ["English", "Spanish", "French", "German", "Chinese", "Japanese", "Other"]
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input_language = st.selectbox(
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'🌐 Select Language',
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options=language_options,
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index=0,
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help="Choose the language for your blog title."
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)
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if input_language == "Other":
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input_language = st.text_input(
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'Specify Language',
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placeholder="e.g., Italian, Dutch",
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help="Specify your preferred language."
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)
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# Generate Blog Title button
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if st.button('**Generate Blog Titles**'):
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with st.spinner("Generating blog titles..."):
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if input_blog_content == 'Optional':
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input_blog_content = None
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if not input_blog_keywords and not input_blog_content:
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st.error('**🫣 Provide Inputs to generate Blog Titles. Either Blog Keywords OR content is required!**')
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else:
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blog_titles = generate_blog_titles(input_blog_keywords, input_blog_content, input_title_type, input_title_intent, input_language)
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if blog_titles:
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st.subheader('**👩🧕🔬 Go Rule search ranking with these Blog Titles!**')
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with st.expander("**Final - Blog Titles Output 🎆🎇🎇**", expanded=True):
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st.markdown(blog_titles)
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else:
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st.error("💥 **Failed to generate blog titles. Please try again!**")
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# Ensure logs directory exists
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os.makedirs("logs", exist_ok=True)
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def ai_title_generator(url: str) -> Dict[str, Any]:
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"""
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Generate SEO-optimized titles using AI.
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Args:
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url: The URL to analyze
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Returns:
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Dictionary containing title suggestions and analysis
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"""
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try:
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# Initialize analyzer
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analyzer = WebsiteAnalyzer()
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# Analyze website
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analysis = analyzer.analyze_website(url)
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if not analysis.get('success', False):
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return {
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'error': analysis.get('error', 'Unknown error in analysis'),
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'patterns': {},
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'suggestions': []
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}
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# Extract content and meta information
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content_info = analysis['data']['analysis']['content_info']
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seo_info = analysis['data']['analysis']['seo_info']
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# Generate title suggestions using AI
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prompt = f"""Based on the following website content and SEO analysis, generate 5 SEO-optimized title suggestions:
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Content Analysis:
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- Word Count: {content_info.get('word_count', 0)}
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- Heading Structure: {content_info.get('heading_structure', {})}
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SEO Analysis:
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- Meta Title: {seo_info.get('meta_tags', {}).get('title', {}).get('value', '')}
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- Meta Description: {seo_info.get('meta_tags', {}).get('description', {}).get('value', '')}
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- Keywords: {seo_info.get('meta_tags', {}).get('keywords', {}).get('value', '')}
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Generate 5 title suggestions that are:
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1. SEO-optimized
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2. Engaging and click-worthy
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3. Between 50-60 characters
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4. Include relevant keywords
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5. Follow best practices for title optimization
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Format the response as JSON with 'suggestions' and 'patterns' keys."""
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# Get AI suggestions
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suggestions = llm_text_gen(
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prompt=prompt,
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system_prompt="You are an SEO expert specializing in title optimization.",
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response_format="json_object"
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)
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if not suggestions:
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return {
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'error': 'Failed to generate title suggestions',
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'patterns': {},
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'suggestions': []
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}
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return {
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'patterns': suggestions.get('patterns', {}),
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'suggestions': suggestions.get('suggestions', [])
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}
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except Exception as e:
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error_msg = f"Error generating title suggestions: {str(e)}"
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logger.error(error_msg, exc_info=True)
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return {
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'error': error_msg,
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'patterns': {},
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'suggestions': []
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}
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@retry(stop=stop_after_attempt(3), wait=wait_random_exponential(min=1, max=4))
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def generate_blog_titles(input_blog_keywords, input_blog_content, input_title_type, input_title_intent, input_language):
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