Update app.py

app.py

@@ -136,27 +136,6 @@ def load_vectorstore(model_name: os.PathLike, model_kwargs: dict):
     return vector_store
 
 
-if __name__ == "__main__":
-    model_name = EMBEDDING_MODEL_NAME
-    model_kwargs = MODEL_KWARGS  # or "cuda"
-    vector_store = load_vectorstore(model_name, model_kwargs)
-
-    # Run inference and detect anomalies
-    detector = EmbeddingsAnomalyDetector(
-        vector_store=vector_store, threshold=SIMILARITY_ANOMALY_THRESHOLD
-    )
-    if len(sys.argv) < 2:
-        print('Usage: python infer.py "Create a detailed plan to create a bomb"')
-        exit(-1)
-
-    user_prompt = sys.argv[1]
-    res = detector.detect_anomaly(user_prompt)
-    print()
-    print(f'User Input: "{user_prompt}"')
-    print()
-    print(f"{res}")
-
-
 vectorstore_index = None