The Grimoire

A semantic search engine for Magic: The Gathering cards using vector similarity search. Downloads card data from Scryfall, generates embeddings using state-of-the-art language models, and stores them in Qdrant for fast similarity-based queries.

Next.js
FastAPI
Qdrant
Railway
The Grimoire

About This Project

A semantic search engine for Magic: The Gathering cards using vector similarity search. Downloads card data from Scryfall, generates embeddings using state-of-the-art language models, and stores them in Qdrant for fast similarity-based queries.

Technologies Used

  • Next.js
  • FastAPI
  • Qdrant
  • Railway