Simple RAG model to search real-world First Robotics codebases.

---

main.py

1. Query the GitHub API for FRC codebases (searching for .wpilib/wpilib_preferences.json file)
2. Download, extract methods with tree-sitter, and embed into SQLite database (download from releases)
3. Start Flask server at :5000, host similarity search endpoint at GET /search?q=

embedding.mp4

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page.tsx + route.ts

• LLM frontend, hosted GPT-4o-mini with a tool that queries the API above.

generation.mov