New: AI SEO tools- Get Google PageSpeed Insights

lib/ai_writers/ai_blog_rewriter.py

@@ -0,0 +1,104 @@
+import streamlit as st
+from bs4 import BeautifulSoup
+import requests
+from transformers import pipeline
+import time
+from exa_py import Exa
+
+# Load the LLM
+generator = pipeline('text-generation', model='gpt-3')  # Example, adjust based on your model
+
+def main():
+    st.set_page_config(
+        page_title="AI Blog Content Refresher",
+        page_icon=":pencil2:",
+        layout="wide"
+    )
+
+    st.markdown("<h1 style='text-align: center; color: #1565C0;'>AI Blog Content Refresher</h1>", unsafe_allow_html=True)
+    st.markdown("<h3 style='text-align: center;'>Keep your blog fresh and engaging with AI!</h3>", unsafe_allow_html=True)
+
+    # User Inputs
+    with st.form("content_refresh_form"):
+        url = st.text_input("Enter Blog Post URL", placeholder="https://www.example.com/blog-post")
+        keywords = st.text_area("Enter Relevant Keywords", placeholder="Example: 'SEO best practices', 'digital marketing tips'")
+        tone = st.selectbox("Choose Desired Tone", ["Formal", "Informal", "Engaging", "Informative"])
+        target_audience = st.text_input("Target Audience", placeholder="e.g., tech enthusiasts, business owners")
+        desired_length = st.slider("Desired Content Length (words)", min_value=300, max_value=1500, value=600, step=100)
+
+        submitted = st.form_submit_button("Refresh Content")
+
+    if submitted:
+        st.markdown("<h2 style='text-align: center; color: #1565C0;'>Content Refresh for: <span style='color: blue;'>"+url+"</span></h2>", unsafe_allow_html=True)
+        st.info(f"Refreshing your blog post...")
+
+        # Fetch the existing content
+        website_data = collect_website_data(url)
+
+        # Get additional context from web research (using Metaphor API)
+        web_research_context = get_web_research_context(keywords)
+
+        # Generate the updated content
+        updated_content = generate_updated_content(
+            website_data, keywords, tone, target_audience, desired_length, web_research_context
+        )
+
+        # Display Results
+        st.subheader("Updated Blog Content")
+        st.write(updated_content)
+
+def collect_website_data(url):
+    # ... (Your web scraping function remains the same)
+
+def get_web_research_context(keywords):
+    """Fetches web research context using Metaphor API."""
+    METAPHOR_API_KEY = os.getenv('METAPHOR_API_KEY')
+    if not METAPHOR_API_KEY:
+        st.error("METAPHOR_API_KEY environment variable not set!")
+        return None
+
+    metaphor = Exa(METAPHOR_API_KEY)
+    try:
+        search_response = metaphor.search_and_contents(
+            keywords,
+            use_autoprompt=True,
+            num_results=5
+        )
+        return search_response.results
+    except Exception as err:
+        st.error(f"Error fetching web research context: {err}")
+        return None
+
+def generate_updated_content(website_data, keywords, tone, target_audience, desired_length, web_research_context):
+    prompt = f"""
+    You are an expert blog content writer. 
+    Analyze the following existing blog post content:
+
+    ```
+    {website_data['content']}
+    ```
+
+    Here is some additional context from web research:
+
+    ```
+    {web_research_context}
+    ```
+
+    Generate an updated version of this content, keeping the core message but making it more engaging and relevant for a {target_audience} audience. 
+
+    Consider the following:
+
+    * Use the provided keywords: {keywords}
+    * Adopt a {tone} writing style.
+    * Keep the content around {desired_length} words.
+    * Make sure the content is fresh, up-to-date, and provides value to the reader.
+    * Incorporate insights from the web research context to make the content more comprehensive and insightful.
+
+    Format your response as Markdown.
+    """
+
+    response = generator(prompt, max_length=2000, num_return_sequences=1, do_sample=True)
+    return response[0]['generated_text']
+
+if __name__ == "__main__":
+    main()