Update app.py

app.py

@@ -1,93 +1,114 @@
 import gradio as gr
 from deliverable2 import URLValidator
 
-# ✅ Instantiate the URLValidator class
+# Initialize Validator
 validator = URLValidator()
 
-# ✅ Define the queries and URLs (15 entries each)
-sample_queries = [
+# Define queries and URLs
+queries = [
     "What are the symptoms of the flu?",
-    "How does artificial intelligence impact the job market?",
-    "What are the risks of genetically modified organisms (GMOs)?",
-    "What are the environmental effects of plastic pollution?",
-    "How does 5G technology affect human health?",
-    "What are the latest treatments for Alzheimer's disease?",
-    "Is red meat consumption linked to heart disease?",
-    "How does cryptocurrency mining impact the environment?",
-    "What are the benefits of electric cars?",
-    "How does sleep deprivation affect cognitive function?",
-    "What are the effects of social media on teenage mental health?",
-    "What are the ethical concerns of facial recognition technology?",
-    "How does air pollution contribute to lung diseases?",
-    "What are the potential dangers of artificial general intelligence?",
-    "How does meditation impact brain function?"
+    "What are the latest advancements in AI?",
+    "How does diet influence mental health?",
+    "What are the effects of space travel on astronauts?",
+    "Is cryptocurrency a safe investment?",
+    "What are the advantages of renewable energy?",
+    "How does deep learning work?",
+    "What are the health risks of 5G technology?",
+    "Is intermittent fasting effective for weight loss?",
+    "How do electric vehicles compare to gas cars?",
+    "What are the side effects of caffeine?",
+    "How does climate change impact global weather?",
+    "What is the be    "https://www.health.harvard.edu/mind-and-mood/foods-linked-to-better-brainpower",
+    "https://www.nasa.gov/hrp/long-term-health-risks-of-space-travel",
+    "https://www.investopedia.com/terms/c/cryptocurrency.asp",
+    "https://www.energy.gov/eere/renewable-energy",
+    "https://www.ibm.com/cloud/deep-learning",
+    "https://www.who.int/news-room/questions-and-answers/item/radiation-5g-mobile-networks-and-health",
+    "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167940/",
+    "https://www.tesla.com/blog/benefits-of-electric-vehicles",
+    "https://www.mayoclinic.org/drugs-supplements/caffeine-oral-route/side-effects",
+    "https://www.nationalgeographic.com/environment/article/climate-change",
+    "https://www.duolingo.com/blog/best-way-to-learn-a-new-language",
+    "https://www.tesla.com/blog/are-electric-cars-better-than-gasoline-cars",
+    "https://www.healthline.com/nutrition/vegan-diet-benefits"
 ]
 
-sample_urls = [
+# Function to validate URL
+def validate_url(user_query, url_to_check):
+    result = validator.rate_url_validity(user_query, url_to_check)
+
+    if "Validation Error" in result:
+        return {"Error": result["Validation Error"]}
+
+    return {
+        "Content Relevance Score": f"{result['raw_score']['Content Relevance']} / 100",
+        "Bias Score": f"{result['raw_score']['Bias Score']} / 100",
+        "Final Validity Score": f"{result['raw_score']['Final Validity Score']} / 100"
+    }
+
+# Gradio UI
+with gr.Blocks() as app:
+    gr.Markdown("# 🌍 URL Credibility Validator")
+    gr.Markdown("### Validate the credibility of any webpage using AI")
+
+    user_query = gr.Dropdown(queries, label="Select a search query:")
+    url_to_check = gr.Dropdown(urls, label="Select a URL to validate:")
+
+    result_output = gr.JSON(label="Validation Results")
+    
+    submit_button = gr.Button("Validate URL")
+    submit_button.click(validate_url, inputs=[user_query, url_to_check], outputs=result_output)
+
+# Launch the app
+app.launch(server_name="0.0.0.0", server_port=7860)
+st way to learn a new language?",
+    "Are electric cars better than gasoline cars?",
+    "What are the benefits of a vegan diet?"
+]
+
+urls = [
     "https://www.bbc.com/news/world-us-canada-64879434",
-    "https://www.forbes.com/sites/forbestechcouncil/2023/10/15/impact-of-ai-on-the-job-market/",
-    "https://www.fda.gov/food/food-labeling-nutrition/consumers-guide-gmo-foods",
-    "https://www.nationalgeographic.com/environment/article/plastic-pollution",
-    "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7453195/",
-    "https://www.alz.org/alzheimers-dementia/treatments",
-    "https://www.heart.org/en/news/2021/02/10/how-red-meat-affects-heart-health",
-    "https://www.scientificamerican.com/article/how-bitcoin-mining-impacts-the-environment/",
-    "https://www.tesla.com/blog/environmental-benefits-electric-cars",
-    "https://www.sleepfoundation.org/sleep-deprivation",
-    "https://www.psychologytoday.com/us/basics/teenagers-and-social-media",
-    "https://www.brookings.edu/research/facial-recognition-technology-ethical-concerns/",
-    "https://www.who.int/news-room/fact-sheets/detail/ambient-(outdoor)-air-quality-and-health",
-    "https://futureoflife.org/background/benefits-risks-of-artificial-intelligence/",
-    "https://www.mindful.org/meditation/mindfulness-getting-started/"
+    "https://www.forbes.com/sites/forbestechcouncil/2023/02/20/ai-latest-developments
+    "https://www.health.harvard.edu/mind-and-mood/foods-linked-to-better-brainpower",
+    "https://www.nasa.gov/hrp/long-term-health-risks-of-space-travel",
+    "https://www.investopedia.com/terms/c/cryptocurrency.asp",
+    "https://www.energy.gov/eere/renewable-energy",
+    "https://www.ibm.com/cloud/deep-learning",
+    "https://www.who.int/news-room/questions-and-answers/item/radiation-5g-mobile-networks-and-health",
+    "https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6167940/",
+    "https://www.tesla.com/blog/benefits-of-electric-vehicles",
+    "https://www.mayoclinic.org/drugs-supplements/caffeine-oral-route/side-effects",
+    "https://www.nationalgeographic.com/environment/article/climate-change",
+    "https://www.duolingo.com/blog/best-way-to-learn-a-new-language",
+    "https://www.tesla.com/blog/are-electric-cars-better-than-gasoline-cars",
+    "https://www.healthline.com/nutrition/vegan-diet-benefits"
 ]
 
-# ✅ Function to validate a selected query and URL
+# Function to validate URL
 def validate_url(user_query, url_to_check):
-    """Runs the credibility validation process and returns results."""
     result = validator.rate_url_validity(user_query, url_to_check)
 
-    # Handle cases where validation fails
     if "Validation Error" in result:
-        return "Error", "Error", "Error", result["Validation Error"]
+        return {"Error": result["Validation Error"]}
 
-    # Extract relevant fields from the result dictionary
-    func_rating = round(result["raw_score"]["Final Validity Score"] / 20)  # Convert 100-scale to 1-5
-    custom_rating = min(func_rating + 1, 5)  # Ensure max rating is 5
-    stars = result["stars"]["icon"]
-    explanation = result["explanation"]
+    return {
+        "Content Relevance Score": f"{result['raw_score']['Content Relevance']} / 100",
+        "Bias Score": f"{result['raw_score']['Bias Score']} / 100",
+        "Final Validity Score": f"{result['raw_score']['Final Validity Score']} / 100"
+    }
 
-    return func_rating, custom_rating, stars, explanation
-
-# ✅ Define the Gradio UI interface
+# Gradio UI
 with gr.Blocks() as app:
     gr.Markdown("# 🌍 URL Credibility Validator")
-    gr.Markdown("Validate the credibility of any webpage using AI.")
-
-    # Dropdown for selecting a query
-    user_query = gr.Dropdown(
-        label="Select a search query:",
-        choices=sample_queries
-    )
-
-    # Dropdown for selecting a URL
-    url_to_check = gr.Dropdown(
-        label="Select a URL to validate:",
-        choices=sample_urls
-    )
-
-    # Output fields
-    func_rating_output = gr.Textbox(label="🔢 Function Rating (1-5)", interactive=False)
-    custom_rating_output = gr.Textbox(label="⭐ Custom Rating (1-5)", interactive=False)
-    stars_output = gr.Textbox(label="🌟 Star Rating", interactive=False)
-    explanation_output = gr.Textbox(label="📄 Explanation", interactive=False)
-
-    # Validate Button
-    validate_button = gr.Button("✅ Validate URL")
-    validate_button.click(
-        validate_url,
-        inputs=[user_query, url_to_check],
-        outputs=[func_rating_output, custom_rating_output, stars_output, explanation_output]
-    )
-
-# ✅ Launch Gradio App
-app.launch()
+    gr.Markdown("### Validate the credibility of any webpage using AI")
+
+    user_query = gr.Dropdown(queries, label="Select a search query:")
+    url_to_check = gr.Dropdown(urls, label="Select a URL to validate:")
+
+    result_output = gr.JSON(label="Validation Results")
+    
+    submit_button = gr.Button("Validate URL")
+    submit_button.click(validate_url, inputs=[user_query, url_to_check], outputs=result_output)
+
+# Launch the app
+app.launch(server_name="0.0.0.0", server_port=7860)