Create app.py

app.py

@@ -0,0 +1,27 @@
+import spacy_streamlit
+from pathlib import Path
+import srsly
+import importlib
+import random
+
+MODELS = srsly.read_json(Path(__file__).parent / "models.json")
+DEFAULT_MODEL = "en_core_web_sm"
+DEFAULT_TEXT = "David Bowie moved to the US in 1974, initially staying in New York City before settling in Los Angeles."
+DESCRIPTION = """**Explore trained [spaCy v3.0](https://nightly.spacy.io) pipelines**"""
+
+def get_default_text(nlp):
+    # Check if spaCy has built-in example texts for the language
+    try:
+        examples = importlib.import_module(f".lang.{nlp.lang}.examples", "spacy")
+        return examples.sentences[0]
+    except (ModuleNotFoundError, ImportError):
+        return ""
+
+spacy_streamlit.visualize(
+    MODELS,
+    default_model=DEFAULT_MODEL,
+    visualizers=["parser", "ner", "similarity", "tokens"],
+    show_visualizer_select=True,
+    sidebar_description=DESCRIPTION,
+    get_default_text=get_default_text
+)