Update app.py

app.py

@@ -3,6 +3,7 @@ import spacy
 import gradio as gr
 import nltk
 from nltk.corpus import wordnet
+import wikipedia
 
 nltk.download('maxent_ne_chunker') #Chunker
 nltk.download('stopwords') #Stop Words List (Mainly Roman Languages)
@@ -120,16 +121,28 @@ def SepHypandSynExpansion(text):
           synonyms += synset.lemma_names()
           hypernyms += [hypernym.name() for hypernym in synset.hypernyms()]
       if not synonyms and not hypernyms:
-          NoHits += f"{token} | "
+          NoHits += token + " "  # f"{token} | "
+          NoHits = set(NoHits)
       else:
           FinalOutput += "\n" f"{token}: hypernyms={hypernyms}, synonyms={synonyms}"
   return NoHits, FinalOutput  
 
+
+def WikiSearch(term):
+    termtoks = term.split(" ")
+
+    for item in termtoks:
+      # Search for the term on Wikipedia and get the first result
+      result = wikipedia.search(item, results=20)
+    return result
+
 with gr.Blocks() as lliface:
-  with gr.Tab("Welcome"):
-    gr.HTML("<h1> Spaces Test - Still Undercontruction </h1> <p> Knowledge is a Language </p> <> Arrows app json creator for easy knowledge graphing and spacy POS graph? </p> <p> https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles<br>, https://huggingface.co/spaces/vumichien/whisper-speaker-diarization<br>  Maybe duplicate these, private them and then load into spaces? --> Whisper space for youtube, Clip Interrogator, load here and all my random functions esp. text to HTML </p>")
+  with gr.Tab("Welcome "):
+    gr.HTML("<h1> Spaces Test - Still Undercontruction </h1> <p> You only learn when you convert things you dont know to known --> Normally Repetition is the only reliable method for everybody </p>  <p> Knowledge is a Language </p> <p>LingQ is good option for per word state management</p> <p> Arrows app json creator for easy knowledge graphing and spacy POS graph? </p> <p> https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles<br>, https://huggingface.co/spaces/vumichien/whisper-speaker-diarization<br>  Maybe duplicate these, private them and then load into spaces? --> Whisper space for youtube, Clip Interrogator, load here and all my random functions esp. text to HTML </p>")
+  with gr.Tab("LingQ Addons ideas"):
+    gr.HTML("Extra functions needed - Persitent Sentence translation, UNWFWO, POS tagging and Word Count per user of words in their account")      
   with gr.Tab("Transcribe - RASMUS Whisper"):
-    gr.HTML("""<a href="https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles">https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles</a>""")
+    gr.HTML("""<p>If this tab doesnt work use the link below ⬇️</p> <a href="https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles">https://huggingface.co/spaces/RASMUS/Whisper-youtube-crosslingual-subtitles</a>""")
     gr.Interface.load("spaces/RASMUS/Whisper-youtube-crosslingual-subtitles", title="Subtitles")
   with gr.Tab("Chunks"):
     gr.Interface(fn=FrontRevSentChunk, inputs=[ChunkModeDrop, "checkbox", "text", langdest], outputs="text")
@@ -137,6 +150,7 @@ with gr.Blocks() as lliface:
   with gr.Tab("Unique words, Hypernyms and synonyms"):
     gr.Interface(fn=unique_word_count, inputs="text", outputs="text", title="Wordcounter")
     gr.Interface(fn=SepHypandSynExpansion, inputs="text", outputs=["text", "text"], title="Word suggestions")
+    gr.Interface(fn=WikiSearch, inputs="text", outputs="text", title="Unique word suggestions(wiki articles)")  
   with gr.Tab("Timing Practice"):
     gr.HTML("""<iframe height="1200" style="width: 100%;" scrolling="no" title="Memorisation Aid" src="https://codepen.io/kwabs22/embed/preview/GRXKQgj?default-tab=result&editable=true" frameborder="no" loading="lazy" allowtransparency="true" allowfullscreen="true">
   See the Pen <a href="https://codepen.io/kwabs22/pen/GRXKQgj">