Enabling umap and hdbscan without GPU because of ZeroGPU

.gitignore

@@ -0,0 +1 @@
+venv/

app.py

@@ -23,8 +23,12 @@ from gradio_huggingfacehub_search import HuggingfaceHubSearch
 from bertopic import BERTopic
 from bertopic.representation import KeyBERTInspired
 from bertopic.representation import TextGeneration
-from cuml.manifold import UMAP
-from cuml.cluster import HDBSCAN
+
+# 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 huggingface_hub import HfApi
 from sklearn.feature_extraction.text import CountVectorizer
 from sentence_transformers import SentenceTransformer
@@ -336,6 +340,17 @@ def generate_topics(dataset, config, split, column, nested_column, plot_type):
     plot_png_link = (
         f"https://huggingface.co/datasets/{EXPORTS_REPOSITORY}/blob/main/{plot_png}"
     )
+    # interactive_plot = datamapplot.create_interactive_plot(
+    #     reduced_embeddings_array,
+    #     *cord19_label_layers,
+    #     font_family="Cinzel",
+    #     enable_search=True,
+    #     inline_data=False,
+    #     offline_data_prefix="cord-large-1",
+    #     initial_zoom_fraction=0.4,
+    # )
+    # all_topics, _ = base_model.transform(all_topics)
+    # logging.info(f"TAll opics: {all_topics[:5]}")
     yield (
         gr.Accordion(open=False),
         topics_info,

requirements.txt

@@ -14,5 +14,3 @@ numpy
 python-dotenv
 kaleido
 transformers
---extra-index-url https://pypi.nvidia.com
-cuml-cu12