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| # Analytics Vidhya Free Course Search | |
| This is a smart search system for finding free courses on Analytics Vidhya's platform. It uses natural language processing to understand your query and find the most relevant courses. | |
| ## Features | |
| - Natural language search | |
| - Detailed course information including: | |
| - Course ratings | |
| - Difficulty level | |
| - Duration | |
| - Key takeaways | |
| - Direct links to courses | |
| - Adjustable number of results | |
| - Markdown-formatted output | |
| ## How to Use | |
| 1. Enter your learning interests or requirements in the search box | |
| 2. Adjust the number of results you want to see | |
| 3. Click "Search Courses" | |
| 4. Browse through the recommended courses with their details | |
| ## Technical Details | |
| - Built using Sentence Transformers for semantic search | |
| - Uses the all-MiniLM-L6-v2 model for embeddings | |
| - Implemented with Gradio for the user interface | |