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LORE Lite helps a developer or coding agent check project rules before acting. It reads Markdown policies and architecture diagrams, extracts candidate rules with Gemma 4, checks each citation against the original text or image transcript, then uses ordinary application code to resolve authority and evidence requirements. Each answer includes its sources and a plain explanation.

Gemma proposes. Deterministic code decides. Gemma extracts structured rules and transcribes image content. Python validates the model output and source quotes. The application assigns authority from trusted metadata, retrieves relevant rules, compares conflicts, checks required evidence, and chooses the final state. Asking a question uses the local SQLite database and does not call Gemini.

Built with

pythongemini

AI tools

Coded withCodexGPT-6 LunaGemma 4 26B A4B

Prize Categories Entered

  • Deepmind Google

    Best Use of Gemma 4

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  • DigitalOcean

    Best Open-Source AI Project

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