Enabling UMAP and HDBSCAN with cuml again

app.py

@@ -25,10 +25,10 @@ from bertopic.representation import KeyBERTInspired
 from bertopic.representation import TextGeneration
 
 # Temporary disabling because of ZeroGPU does not support cuml
-# from cuml.manifold import UMAP
-# from cuml.cluster import HDBSCAN
-from umap import UMAP
-from hdbscan import HDBSCAN
+from cuml.manifold import UMAP
+from cuml.cluster import HDBSCAN
+# from umap import UMAP
+# from hdbscan import HDBSCAN
 from huggingface_hub import HfApi
 from sklearn.feature_extraction.text import CountVectorizer
 from sentence_transformers import SentenceTransformer

requirements.txt

@@ -14,3 +14,5 @@ numpy
 python-dotenv
 kaleido
 transformers
+--extra-index-url https://pypi.nvidia.com
+cuml-cu11