AI SEO tools - Readibility & Analysis, Agents content ideator

2024-09-04 21:51:52 +05:30
parent 14879b9c97
commit ca8618a6a4
14 changed files with 1077 additions and 50 deletions
--- a/lib/blog_postprocessing/blog_proof_reader.py
+++ b/lib/blog_postprocessing/blog_proof_reader.py
@@ -37,3 +37,84 @@ def blog_proof_editor(blog_content):
        return response
    except Exception as err:
        logger.error(f"Error Blog Proof Reading: {err}")
+
+import streamlit as st
+import requests
+from bs4 import BeautifulSoup
+import pandas as pd
+import nltk
+from nltk.tokenize import word_tokenize
+from nltk.util import ngrams
+from langchain.llms import OpenAI
+from langchain.chains import ConversationChain
+
+# ... (rest of your code)
+
+    if st.button("Analyze with AI!"):
+        # ... (fetch and process content as before)
+
+        with st.spinner('Analyzing your content...'):
+            st.subheader("AI Insights:")
+            st.write("  ")
+
+            #  1. Overall Critique 
+            st.markdown("**Overall Evaluation:**")
+            ai_overall = conversation_chain.run(f"""Analyze the provided article and give a constructive critique, focusing on its strengths and weaknesses regarding:
+            * Informativeness: Does it offer valuable information the reader might not know, or strengthen their understanding?
+            * Authority: Does the author demonstrate expertise and credibility, backing up claims with evidence?
+            * Captivatingness:  Does it effectively engage the reader, capture attention, and make them want to continue reading? 
+
+            Provide specific examples to support your evaluation.
+            """)
+            st.markdown(f"  {ai_overall}")
+            st.write("  ")
+
+            # 2. Structure & Organization
+            st.markdown("**Structure and Organization:**")
+            ai_structure = conversation_chain.run(f"""Analyze the structure and organization of the provided article. 
+            * Does it flow logically, with a clear beginning, middle, and end?
+            * Are subheadings effectively used to break down the content and guide the reader?
+            * Is the writing style consistent throughout the article?
+
+            Suggest improvements for clarity and readability.
+            """)
+            st.markdown(f"  {ai_structure}")
+            st.write("  ")
+
+            # 3.  Content Quality
+            st.markdown("**Content Quality:**")
+            ai_content = conversation_chain.run(f"""Critique the content of the article, considering:
+            * Is the value of the article clear? 
+            * Does it address a pain point or a need for the target audience?
+            * Are the arguments compelling and supported by evidence or examples? 
+            *  Are any technical terms explained well?
+
+            Identify areas where the content could be strengthened or improved.
+            """)
+            st.markdown(f"  {ai_content}")
+            st.write("  ")
+
+            # 4.  Call to Action & Headline 
+            st.markdown("**Headline and Call to Action:**")
+            ai_headline = conversation_chain.run(f"""Evaluate the effectiveness of the headline and call to action (CTA) in the provided article.
+            * Does the headline accurately and compellingly summarize the article's content? 
+            * Is the CTA clear, actionable, and positioned well within the text?
+
+            Provide suggestions for improving the headline and CTA.
+            """)
+            st.markdown(f"  {ai_headline}")
+            st.write("  ")
+
+            # 5.  Writing Style & Tone 
+            st.markdown("**Writing Style and Tone:**")
+            ai_style = conversation_chain.run(f"""Assess the overall writing style and tone of the article.
+            * Does it use jargon or overly technical language that might be inaccessible to the target audience?
+            * Is the tone appropriate for the topic and target audience (e.g., professional, conversational, humorous)?
+            *  Is the writing clear, concise, and engaging? 
+
+            Suggest ways to improve the writing style and make the article more accessible and compelling for the intended reader.
+            """)
+            st.markdown(f"  {ai_style}")
+
+            #  ---  Display Keyword Results (same as before) --- 
+        # ... (rest of your code)