WinR Knowledge Wiki & CryptoLM-48M

Local RAG wiki and 48.15M parameter foundational LLM for 165 ISO and SMK3 compliance standards.

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Inspiration

Cross-referencing hundreds of clauses across standards like ISO 9001, ISO 14001, ISO 37001, ISO 45001, and PP 50/2012 is exhausting and time-consuming. We wanted to build a straightforward tool that instantly surfaces the exact rules and clauses professionals need without the clutter.

What it does

It combines a structured wiki of 165 standard clauses with an AI assistant (CryptoLM-48M). Users can search clauses, read detailed guidelines, upload reference PDFs, and instantly check compliance status in one place.

How we built it

We built a responsive 3-column web interface using HTML5, Tailwind CSS, and vanilla JavaScript. For offline-first storage, we implemented IndexedDB so data stays safely on the user's device, alongside pdf.js for native PDF viewing.

Challenges we ran into

Organizing 165 clauses across 5 different standards with varying structural hierarchies took meticulous data structuring. Ensuring smooth PDF rendering and local storage management also required careful testing.

Accomplishments that we're proud of

We successfully cataloged and verified all 165 master clauses with 100% QA accuracy, backed by an Auto-Restore feature and a lightning-fast local interface.

What we learned

We learned that building a tool tailored precisely to solve a concrete, real-world workflow problem is far more effective than over-engineering complex features.

What's next for WinR Knowledge Wiki & CryptoLM-48M

We plan to add more standards like ISO 27001 (Information Security), automated corporate document gap analysis, and enhanced local AI capabilities.

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