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Update app.py
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app.py
CHANGED
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@@ -3,7 +3,7 @@ import json
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import plotly.express as px
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import pandas as pd
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from groq import Groq
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from
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from youtube_comment_downloader import YoutubeCommentDownloader
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import re
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import os
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@@ -65,7 +65,7 @@ def clean_youtube_url(url):
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return f"https://www.youtube.com/watch?v={video_id}"
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return url
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def fetch_youtube_comments(url, limit=
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try:
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clean_url = clean_youtube_url(url)
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downloader = YoutubeCommentDownloader()
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@@ -76,14 +76,23 @@ def fetch_youtube_comments(url, limit=150):
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break
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return comments
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except Exception as e:
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print(f"
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return []
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def analyze_comments_with_groq(comments, post_context=""):
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try:
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client = Groq(api_key=GROQ_API_KEY)
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comments_text = "\n\n".join([f"Comment {i+1}: {c[:250]}" for i, c in enumerate(comments[:130])])
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user_prompt = f"""
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Post Context: {post_context}
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Analyze these comments and return proper JSON:
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@@ -119,19 +128,19 @@ def create_pdf_report(analysis_result, poll_question):
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pdf.set_font('Arial', 'B', 12)
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pdf.cell(0, 10, 'Summary:', 0, 1, 'L')
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pdf.set_font('Arial', '', 11)
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pdf.multi_cell(0,
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pdf.ln(10)
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pdf.set_font('Arial', 'B', 12)
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pdf.cell(0, 10, 'Top Themes:', 0, 1, 'L')
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pdf.set_font('Arial', '', 11)
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for theme in analysis_result.get('top_themes', [])
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pdf.cell(0,
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pdf.output("CommentSurvey_Report.pdf")
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return "CommentSurvey_Report.pdf"
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# ====================== GRADIO
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with gr.Blocks(title="CommentSurvey AI", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# π CommentSurvey AI\n**Turn YouTube Comments into Smart Surveys & Insights**")
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@@ -139,7 +148,7 @@ with gr.Blocks(title="CommentSurvey AI", theme=gr.themes.Soft()) as demo:
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with gr.Column(scale=4):
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url_input = gr.Textbox(
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label="π Paste YouTube Video Link",
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placeholder="https://youtu.be/
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lines=1
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)
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analyze_btn = gr.Button("π Analyze Comments", variant="primary", size="large")
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@@ -168,9 +177,13 @@ with gr.Blocks(title="CommentSurvey AI", theme=gr.themes.Soft()) as demo:
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if not GROQ_API_KEY:
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return None, "**β Groq API Key is missing!**", None, None, None, None
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if len(comments) == 0:
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return None, "**β Could not fetch comments.** Try a different public video.", None, None, None, None
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result = analyze_comments_with_groq(comments)
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import plotly.express as px
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import pandas as pd
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from groq import Groq
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from fpdf2 import FPDF
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from youtube_comment_downloader import YoutubeCommentDownloader
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import re
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import os
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return f"https://www.youtube.com/watch?v={video_id}"
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return url
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def fetch_youtube_comments(url, limit=120):
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try:
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clean_url = clean_youtube_url(url)
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downloader = YoutubeCommentDownloader()
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break
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return comments
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except Exception as e:
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print(f"Error fetching YouTube: {e}")
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return []
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def fetch_comments_from_url(url):
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if not url or not url.strip():
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return []
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url_lower = url.lower()
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if any(x in url_lower for x in ["youtube", "youtu.be", "pie.yt"]):
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return fetch_youtube_comments(url)
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else:
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return ["[Please use a valid YouTube link]"]
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def analyze_comments_with_groq(comments, post_context=""):
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try:
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client = Groq(api_key=GROQ_API_KEY)
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comments_text = "\n\n".join([f"Comment {i+1}: {c[:250]}" for i, c in enumerate(comments[:130])])
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user_prompt = f"""
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Post Context: {post_context}
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Analyze these comments and return proper JSON:
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pdf.set_font('Arial', 'B', 12)
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pdf.cell(0, 10, 'Summary:', 0, 1, 'L')
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pdf.set_font('Arial', '', 11)
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pdf.multi_cell(0, 5, analysis_result.get('summary', 'No summary available.'))
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pdf.ln(10)
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pdf.set_font('Arial', 'B', 12)
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pdf.cell(0, 10, 'Top Themes:', 0, 1, 'L')
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pdf.set_font('Arial', '', 11)
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for theme in analysis_result.get('top_themes', []):
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pdf.cell(0, 7, f'- {theme}', 0, 1, 'L')
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pdf.output("CommentSurvey_Report.pdf")
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return "CommentSurvey_Report.pdf"
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# ====================== GRADIO APP ======================
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with gr.Blocks(title="CommentSurvey AI", theme=gr.themes.Soft()) as demo:
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gr.Markdown("# π CommentSurvey AI\n**Turn YouTube Comments into Smart Surveys & Insights**")
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with gr.Column(scale=4):
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url_input = gr.Textbox(
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label="π Paste YouTube Video Link",
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placeholder="https://youtu.be/dAAzqMSknkI",
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lines=1
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)
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analyze_btn = gr.Button("π Analyze Comments", variant="primary", size="large")
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if not GROQ_API_KEY:
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return None, "**β Groq API Key is missing!**", None, None, None, None
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if not url or not url.strip():
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return None, "**β Please paste a YouTube URL**", None, None, None, None
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comments = fetch_comments_from_url(url)
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if len(comments) == 0:
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return None, "**β Could not fetch comments.** Try a different public YouTube video.", None, None, None, None
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result = analyze_comments_with_groq(comments)
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