Update app.py

app.py

@@ -1,4 +1,18 @@
+from datasets import load_dataset
+import pandas as pd
 from embedding_atlas.widget import EmbeddingAtlasWidget
 
-# Show the Embedding Atlas widget for your data frame:
-EmbeddingAtlasWidget()
+# Hardcode the name of the Hugging Face dataset
+dataset_name = "Trendyol/Trendyol-Cybersecurity-Instruction-Tuning-Dataset"
+
+# Load the dataset from Hugging Face
+# The load_dataset function can download datasets from the Hub. [3, 5, 6]
+dataset = load_dataset(dataset_name, split="train")
+
+# Convert the dataset to a Pandas DataFrame
+# The .to_pandas() method is a convenient way to do this.
+df = dataset.to_pandas()
+
+# Show the Embedding Atlas widget for your data frame
+# The widget takes a Pandas DataFrame as its primary input. [4]
+EmbeddingAtlasWidget(df)