Fast Match Finder Uses Graph Validation
Fast Match Finder is an open-source timed perception game that models a 57-card deck as a projective plane graph and uses Neo4j as authoritative validation. The repository (with quickstart) supports optional OpenAI vision-based AI opponents, PNG rendering, and API endpoints for round creation, validation, and AI play; Neo4j is optional with an internal math fallback. Run locally via uv run uvicorn main:app and access http://localhost:8000.
Key Points
- 1Implements a 57-card projective-plane deck in Neo4j for authoritative symbol incidence.
- 2Provides graph-backed validation enabling deterministic correctness checks and fallback math-based generation when Neo4j is unavailable.
- 3Offers runbook and APIs to reproduce, test AI-vision players, and integrate game logic into apps.
Scoring Rationale
Practical, reproducible demo with usable code and AI-vision integration; limited novelty and single-repo scope for practitioners.
Sources
Public references used for this report.
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