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jd@console:~/projects/forge$ cat README.md

Forge — MTG Deck Engine

## about

Forge analyzes and generates Magic: The Gathering decks. Instead of letting a language model guess at card data, it runs a full retrieval-augmented generation (RAG) pipeline: card information is indexed in Qdrant for vector search and retrieved before a hosted LLM reasons about it.

That grounding means prices and format legality in a generated deck come from real data rather than hallucination. The service is a .NET 10 application hosted on Railway, with MongoDB and PostgreSQL behind it.

## highlights

  • Deck analysis and deck generation for Magic: The Gathering
  • RAG pipeline: Qdrant vector search feeding a hosted LLM
  • Card prices and legality grounded in real data
  • .NET 10 service deployed on Railway
  • MongoDB and PostgreSQL for storage