t-Shr/mirage-multimodal-search

🔍 MIRAGE: Multimodal Retrieval & Aligned Generation Engine

MIRAGE is a multimodal retrieval system that supports text → text and image → image search using deep learning embeddings, FAISS indexing, and a feedback-driven learning loop.

It includes:

• —Flask backend (model inference + FAISS search)
• —Streamlit UI (interactive demo)
• —Feedback collection (👍 / 👎)
• —Analytics-ready logs
• —Production-safe architecture

🚀 Features

• —📝 Text → Text Retrieval (BERT embeddings)
• —🖼️ Image → Image Retrieval (CNN / multimodal embeddings)
• —⚡ Fast FAISS similarity search
• —🎯 Similarity score in percentage
• —👍 / 👎 Feedback collection
• —📊 Feedback analytics ready
• —🧪 Curl / Python / UI support
• —💻 Streamlit demo interface

🏗️ Project Structure