formatting

app.py

@@ -1,11 +1,10 @@
-import gradio as gr
-from gradio_client import Client
 import json
-from cachetools import cached, TTLCache
-from typing import Optional, Any, List, Union, Dict
+from typing import Any, Dict, List, Optional, Union
+
+import gradio as gr
 import httpx
-import requests
-from typing import Dict, Any
+from cachetools import TTLCache, cached
+from gradio_client import Client
 from toolz import groupby
 
 CACHE_TIME = 60 * 60 * 1  # 1 hour
@@ -115,7 +114,9 @@ def _get_recommendations_from_slug(
     if not ids:
         return (
             "Based on your collection and exclusions"
-            f" ({','.join(excluded_repo_types)}), there are no papers to recommend. Try removing some excluded repo types or adding more items to your collection."
+            f" ({','.join(excluded_repo_types)}), there are no papers to recommend. Try"
+            " removing some excluded repo types or adding more items to your"
+            " collection."
         )
     ids = tuple(ids)
     recommendations = get_recommendations_from_semantic_scholar(ids)
@@ -153,7 +154,7 @@ slug_input = gr.Textbox(
 example_slugs = [
     ["merve/video-classification-models-6509edd0a6f657faa425e8c3", []],
     ["osanseviero/model-merging-65097893623330a3a51ead66", []],
-    ["hf4h/clinical-language-models-64f9c1cd0cedc04f3caca264",[]]
+    ["hf4h/clinical-language-models-64f9c1cd0cedc04f3caca264", []],
 ]
 
 gr.Interface(