README.md

metadata

title: Cortex
emoji: 🧠
colorFrom: yellow
colorTo: red
sdk: docker
app_port: 7860
pinned: false

Cortex — Multimodal Knowledge Intelligence

Upload PDFs, images, videos, and text files — ask questions across all of them.

Features

• Multimodal ingestion — PDF, images, video frames, plain text
• Semantic search — sentence-transformers + FAISS vector index
• Q&A with citations — Claude API answers with source + page references
• Auto summaries — per-file summaries and entity extraction on upload
• Cross-document connections — Claude finds relationships between files

Stack

• Backend: FastAPI + sentence-transformers + FAISS + PyMuPDF + OpenCV
• LLM: Claude API (claude-sonnet-4-6)
• Frontend: Custom HTML/CSS/JS (earthy professional design)
• Deployment: Docker Space on Hugging Face

Built by Yashika Saxena · B.Tech AI & ML · ITM Gwalior · 2023–2027