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https://github.com/msoedov/agentic_security.git
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1 Commits
| Author | SHA1 | Date | |
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| d7f6c7bd30 |
@@ -1,3 +1,4 @@
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import importlib.resources as pkg_resources
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import os
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import joblib
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@@ -69,9 +70,27 @@ class RefusalClassifier:
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"""
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Load the trained model, vectorizer, and scaler from disk.
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"""
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self.model = joblib.load(self.model_path)
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self.vectorizer = joblib.load(self.vectorizer_path)
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self.scaler = joblib.load(self.scaler_path)
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try:
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self.model = joblib.load(self.model_path)
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self.vectorizer = joblib.load(self.vectorizer_path)
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self.scaler = joblib.load(self.scaler_path)
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except FileNotFoundError:
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# Load from package resources
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package = (
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__package__ # This should be 'agentic_security.refusal_classifier'
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)
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# Load model
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with pkg_resources.open_binary(package, "oneclass_svm_model.joblib") as f:
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self.model = joblib.load(f)
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# Load vectorizer
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with pkg_resources.open_binary(package, "tfidf_vectorizer.joblib") as f:
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self.vectorizer = joblib.load(f)
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# Load scaler
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with pkg_resources.open_binary(package, "scaler.joblib") as f:
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self.scaler = joblib.load(f)
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def is_refusal(self, text):
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"""
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+1
-1
@@ -1,6 +1,6 @@
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[tool.poetry]
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name = "agentic_security"
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version = "0.2.4"
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version = "0.2.5"
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description = "Agentic LLM vulnerability scanner"
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authors = ["Alexander Miasoiedov <msoedov@gmail.com>"]
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maintainers = ["Alexander Miasoiedov <msoedov@gmail.com>"]
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