updates

cluster_corpus.py

@@ -65,6 +65,13 @@ def main():
         choices=['cosine', 'euclidean'],
         help="Distance metric for DBSCAN clustering."
     )
+    parser.add_argument(
+        "--eps_values",
+        type=float,
+        nargs='+',
+        default=None,
+        help="A list of specific eps values to test for DBSCAN. If not provided, a default range is used."
+    )
 
     args = parser.parse_args()
 
@@ -98,6 +105,7 @@ def main():
         background_corpus_df=clustered_df,
         test_corpus_df=clustered_test_df,
         embedding_clm=embedding_col_name,
+        eps_values=args.eps_values,
         min_samples=args.min_samples,
         metric=args.metric
     )