Spaces:
Sleeping
Sleeping
| import gradio as gr | |
| import pandas as pd | |
| from deliverable2 import URLValidator # Ensure this file exists | |
| # Instantiate Validator | |
| validator = URLValidator() | |
| # ✅ Add Your Own Queries | |
| sample_queries = [ | |
| "How does climate change impact global weather?", | |
| "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?" | |
| ] | |
| # ✅ Add Your Own URLs | |
| sample_urls = [ | |
| "https://www.nationalgeographic.com/environment/article/climate-change", | |
| "https://www.technologyreview.com/2023/05/01/latest-ai-advancements/", | |
| "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" | |
| ] | |
| # Function to validate URLs | |
| def validate_url(user_query, url_to_check): | |
| result = validator.rate_url_validity(user_query, url_to_check) | |
| return { | |
| "Domain Trust": result["raw_score"]["Domain Trust"], | |
| "Content Relevance": result["raw_score"]["Content Relevance"], | |
| "Fact-Check Score": result["raw_score"]["Fact-Check Score"], | |
| "Bias Score": result["raw_score"]["Bias Score"], | |
| "Citation Score": result["raw_score"]["Citation Score"], | |
| "Final Validity Score": result["raw_score"]["Final Validity Score"], | |
| "Star Rating": result["stars"]["icon"], | |
| "Explanation": result["explanation"] | |
| } | |
| # Create Gradio Interface | |
| with gr.Blocks() as app: | |
| gr.Markdown("## 🌍 URL Credibility Validator") | |
| gr.Markdown("### Validate the credibility of any webpage using AI") | |
| user_query = gr.Dropdown(sample_queries, label="Select a search query:") | |
| url_to_check = gr.Dropdown(sample_urls, label="Select a URL to validate:") | |
| validation_result = gr.Textbox(label="Validation Results", interactive=False) | |
| validate_button = gr.Button("Validate URL") | |
| def process(user_query, url_to_check): | |
| return validate_url(user_query, url_to_check) | |
| validate_button.click(fn=process, inputs=[user_query, url_to_check], outputs=validation_result) | |
| # Launch Gradio App | |
| app.launch() | |