Enhance xGitGuard Scanner with BERT Model for Advanced Secret Detection (Generated by Ana - AI SDE)

[ana-ai-sde]

Description

This PR enhances the xGitGuard scanner by integrating a BERT model specifically trained for advanced secret detection. Transformer-based models, such as BERT, are better suited for this task as they capture contextual information around lines of code.

Changes

• Loaded BERT model and tokenizer within the detection workflow.
• Modified the ml_prediction_process to use the BERT model for secret detection predictions.
• Updated relevant sections in the run_detection and process_search_results methods.

This patch addresses Issue 34.

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This patch was generated by Ana - AI SDE, an AI-powered software development assistant.

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