Developed an AI-powered image search engine that retrieves relevant images from a vector database using natural language queries. Used Elasticsearch for real-time similarity search, BLIP for caption generation, and CLIP for image-text embeddings. Implemented semantic search with KNN retrieval and cosine similarity re-ranking for improved accuracy. Built a Streamlit interface to display ranked results with similarity scores.