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8 changes: 6 additions & 2 deletions README.md
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**A fully local cybersecurity RAG prototype with hybrid retrieval, MITRE ATT&CK graph grounding, cited answers, and a repeatable evaluation harness.**

CyberRAG explores a practical question: how much can retrieval improve a small local model on threat-intelligence tasks while keeping query-time data on the user's machine?
I built CyberRAG to explore a practical question: how much can retrieval improve
a small local model on threat-intelligence tasks while keeping query-time data
on the user's machine?

The project was built in response to a CyberSecurity Malaysia challenge brief. It is an independent prototype, not an official commission, deployment, or endorsed CyberSecurity Malaysia product.
I began the project in response to a CyberSecurity Malaysia challenge brief. It
is an independent prototype, not an official commission, deployment, or endorsed
CyberSecurity Malaysia product.

## What it demonstrates

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