NOT PRETTY

app.py

@@ -172,21 +172,6 @@ with demo:
                         "## [Dependency Parser](https://spacy.io/usage/visualizers#dep)")
                     gr.Markdown(
                         "The dependency visualizer, `dep`, shows part-of-speech tags and syntactic dependencies.")
-                    with gr.Row():
-                        with gr.Column():
-                            gr.Markdown("""```python
-                                        import spacy
-                                        from spacy import displacy
-
-                                        nlp = spacy.load("en_core_web_sm")
-                                        doc = nlp(text)
-                                        displacy.serve(doc, style="dep")
-                                        ```
-                                        """)
-                        with gr.Column():
-                            gr.Markdown("")
-                        with gr.Column():
-                            gr.Markdown("")
                     with gr.Row():
                         with gr.Column():
                             col_punct = gr.Checkbox(
@@ -210,21 +195,6 @@ with demo:
                     "## [Entity Recognizer](https://spacy.io/usage/visualizers#ent)")
                 gr.Markdown(
                         "The entity visualizer, `ent`, highlights named entities and their labels in a text.")
-                with gr.Row():
-                    with gr.Column():
-                        gr.Markdown("""```python
-                                        import spacy
-                                        from spacy import displacy
-                                        
-                                        nlp = spacy.load("en_core_web_sm")
-                                        doc = nlp(text)
-                                        displacy.serve(doc, style="ent")
-                                        ```
-                                        """)
-                    with gr.Column():
-                        gr.Markdown("")
-                    with gr.Column():
-                        gr.Markdown("")
                 entity_input = gr.CheckboxGroup(
                     DEFAULT_ENTS, value=DEFAULT_ENTS)
                 entity_output = gr.HTML(value=entity(
@@ -250,7 +220,6 @@ with demo:
                 gr.Markdown(
                     "## [Word and Phrase Similarity](https://spacy.io/usage/linguistic-features#vectors-similarity)")
                 gr.Markdown("Words and spans have similarity ratings based off of their word vectors, or word embeddings")
-                gr.Markdown(">Word embeddings are multi-dimensional meaning representations of a word.")
                 with gr.Row():
                     with gr.Column():
                         sim_text1 = gr.Textbox(
@@ -270,26 +239,6 @@ with demo:
                 gr.Markdown(
                     "## [Spans](https://spacy.io/usage/visualizers#span)")
                 gr.Markdown("The span visualizer, `span`, highlights overlapping spans in a text.")
-                with gr.Row():
-                    with gr.Column():
-                        gr.Markdown("""```python
-                                        import spacy
-                                        from spacy import displacy
-                                        from spacy.tokens import Span
-
-                                        nlp = spacy.load("en_core_web_sm")
-                                        doc = nlp(text)
-                                        doc.spans["sc"] = [
-                                            Span(doc, 6, 8, "ORG")
-                                            Span(doc, 6, 7, "GPE")
-                                            ]
-                                        displacy.serve(doc, style="span")
-                                        ```
-                                        """)
-                    with gr.Column():
-                        gr.Markdown("")
-                    with gr.Column():
-                        gr.Markdown("")
                 with gr.Column():
                     with gr.Row():
                         with gr.Column():