Engineering
Implementing a Multi-Modal Search Engine Using CLIP and a Vector Database
For decades, search has been dominated by text-based keyword matching, augmented by systems like TF-IDF and BM25. While effective, this paradigm fails when dealing with the web's most prevalent data type: visual media. Users increasingly want to search with images and find images using natural language descriptions, not