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OneAIFW introduces a local AI firewall to protect sensitive personal information (PII) when interacting with large language models (LLMs). It de-identifies data locally before sending it to AI and restores it upon response, ensuring PII never leaves the user's device. The system supports various data types and offers multiple deployment options.